// longform_creative_writing.js // --- New Leaderboard Data --- let leaderboardDataLongformV3 = `model_name,overall_score_100,avg_chapter_length,vocab_complexity,slop_score,repetition_score,chapter1_avg,chapter2_avg,chapter3_avg,chapter4_avg,chapter5_avg,chapter6_avg,chapter7_avg,chapter8_avg,final_judgement_avg *claude-sonnet-4-6,79.9,6893,34.86,10.56,5.5,16.49,16.39,16.19,15.98,16.55,16.45,16.62,16.55,15.91 *claude-opus-4-6,77.7,6189,28.04,16.86,4.7,16.10,15.91,16.25,16.05,15.90,15.74,15.97,16.41,15.89 moonshotai/Kimi-K2.5,74.9,6315,19.66,17.28,4.8,16.13,16.13,16.13,15.81,15.71,15.35,15.57,15.54,14.29 claude-opus-4-5-20251101,73.1,5856,23.66,20.22,4.6,15.85,15.58,15.37,14.85,15.07,14.33,14.04,14.55,14.39 gpt-5-2025-08-07-high-reasoning-high-reasoning,73.1,10225,23.88,10.76,3.3,15.89,15.70,15.87,15.77,16.09,16.30,16.17,15.52,15.79 gpt-5-2025-08-07,72.8,13497,25.12,15.48,5.1,16.29,15.99,15.73,15.56,15.95,15.63,15.80,15.72,13.55 gpt-5.2,71.6,11746,22.84,41.76,7.6,15.60,15.30,15.16,15.44,15.31,14.91,14.58,15.27,13.97 claude-sonnet-4.5,71.4,6803,22.64,12.99,4.4,15.63,14.88,15.16,14.66,14.67,14.23,13.85,13.09,13.77 horizon-alpha,71.2,14072,27.48,15.32,3.1,15.93,15.77,15.59,15.50,15.45,15.35,15.47,15.42,13.40 zai-org/GLM-5,70.9,8065,23.43,24.04,4.4,15.60,15.20,15.17,14.73,14.19,14.25,13.93,13.83,13.23 claude-opus-4.1,70.5,6190,21.49,11.69,4.5,15.80,15.65,15.27,15.29,15.00,14.16,13.86,14.04,12.99 moonshotai/Kimi-K2-Thinking,69.0,6290,15.07,13.08,5.1,15.58,15.36,15.02,14.79,14.71,14.43,14.12,13.90,13.33 gemini-3-pro-preview,68.8,7720,23.90,38.54,3.6,15.48,14.88,14.69,13.89,13.85,14.00,14.48,14.16,13.65 Qwen/Qwen3.5-397B-A17B,68.3,5652,13.76,41.55,5.3,15.31,14.87,14.64,14.31,13.91,14.34,14.09,14.14,12.79 moonshotai/Kimi-K2-Instruct,68.1,5124,21.98,16.63,5.2,15.64,15.05,14.84,14.77,14.38,13.91,13.54,13.54,13.35 deepseek-ai/DeepSeek-V3.2,66.8,6496,30.92,41.24,4.9,14.94,14.58,14.58,14.63,14.37,13.79,13.88,13.96,13.15 gpt-5-chat-latest-2025-08-07,66.8,6322,29.19,29.38,3.7,14.72,14.25,13.99,14.13,13.59,13.52,13.81,13.63,13.04 Qwen3-Max-2025-09-24,66.2,4403,20.49,49.19,7.7,15.18,14.85,14.35,14.27,14.31,13.61,13.32,13.64,12.53 zai-org/GLM-4.7,66.0,6794,21.25,46.93,6.2,14.97,14.29,14.24,13.82,13.58,13.46,13.90,14.11,12.68 minimax/minimax-m2.5,65.3,5599,17.76,27.85,6.9,15.14,14.56,13.90,13.97,12.95,12.34,12.37,12.90,12.24 claude-haiku-4.5,65.0,7642,36.71,14.71,5.4,15.37,14.60,14.41,14.16,13.39,12.54,11.02,10.86,12.39 moonshotai/Kimi-K2-Instruct-0905,63.8,5897,25.85,16.58,4.4,15.28,14.76,14.45,14.49,13.51,12.40,13.04,12.66,12.75 o3,62.7,7493,32.82,33.03,2.8,15.18,14.07,13.97,13.38,13.36,12.84,12.84,13.50,12.33 deepseek-ai/DeepSeek-V3.1,62.3,5451,29.23,49.27,6.3,13.87,14.12,13.18,12.78,13.47,13.44,12.96,13.58,12.09 deepseek-ai/DeepSeek-V3.2-Exp,60.2,5430,30.75,57.85,6.3,14.01,13.38,13.56,12.99,12.54,13.43,12.21,12.82,11.76 chatgpt-4o-latest-2025-03-27,60.2,5399,18.53,46.74,5.8,13.90,14.16,13.54,13.45,12.36,11.51,11.50,12.04,11.43 deepseek-ai/DeepSeek-V3-0324,60.1,4131,19.39,58.44,8.4,14.02,13.59,13.12,12.79,11.71,11.04,11.08,11.79,11.99 deepseek-ai/DeepSeek-R1,59.5,4035,23.66,56.44,6.4,13.75,13.63,13.21,13.11,13.03,12.46,12.39,12.69,10.99 tngtech/DeepSeek-R1T-Chimera,59.4,4839,23.65,51.43,5.7,14.34,13.79,13.73,13.20,12.43,12.12,11.26,11.88,11.07 deepseek-ai/DeepSeek-R1-0528,59.1,8686,33.42,68.26,4.9,13.93,13.38,13.39,13.54,13.24,12.41,12.59,12.31,11.07 gemini-2.5-pro-preview-03-25,58.8,6544,46.63,52.49,4.4,13.65,12.77,12.34,12.80,12.08,11.89,12.35,11.86,11.70 claude-sonnet-4,58.4,6696,42.64,17.19,5.6,14.29,13.42,13.41,11.91,12.02,11.66,10.18,9.83,10.77 claude-3.5-sonnet,58.4,5388,27.83,19.53,8.4,14.85,14.49,13.74,13.25,12.43,11.22,9.74,9.81,10.77 MiniMaxAI/MiniMax-M2.1,57.8,9360,28.19,24.85,5.5,13.86,13.63,12.70,12.38,11.31,11.12,10.51,11.10,10.82 claude-3-7-sonnet-20250219,57.7,9380,47.17,25.99,3.9,13.75,12.74,12.42,11.66,10.53,10.24,10.09,10.13,11.52 Qwen/Qwen3-235B-A22B-Instruct-2507,57.4,5114,11.89,36.99,5.8,14.84,13.17,13.17,12.27,12.18,11.02,10.40,9.89,12.61 zai-org/GLM-4.6,57.3,5054,32.98,58.55,6.4,13.88,12.85,12.53,12.43,12.40,12.61,12.21,12.65,10.79 inclusionai/ling-1t,56.2,12760,28.16,61.43,3.8,13.61,13.33,13.39,13.33,12.80,12.93,12.24,11.84,10.01 gpt-5-mini-2025-08-07,56.2,8516,36.28,20.68,4.2,13.64,12.93,12.66,12.79,11.55,12.01,12.33,13.02,11.06 gemini-3-flash-preview,55.7,6983,29.13,52.64,5.2,14.63,13.46,12.28,11.48,10.93,11.11,10.77,11.18,12.39 zai-org/GLM-4.5,55.5,7884,32.29,68.61,5.8,13.50,12.80,12.33,12.22,12.26,11.67,11.73,12.31,10.25 gemini-2.5-pro-preview-06-05,53.6,6361,45.94,50.65,5.6,12.62,11.83,12.03,11.64,11.48,11.16,10.82,10.57,10.77 XiaomiMiMo/MiMo-V2-Flash,53.1,7614,25.07,55.79,6.3,13.61,12.51,11.97,11.01,10.35,9.89,9.30,9.85,11.01 NousResearch/Hermes-4-405B,51.2,7104,36.11,58.68,5.2,12.57,11.91,11.28,11.22,10.92,10.55,10.37,9.97,10.23 Qwen3-Max-2025-09-05,50.8,6402,12.21,45.52,6.1,14.39,13.29,11.89,11.71,10.14,9.37,8.69,8.00,11.14 deepseek-ai/DeepSeek-V3.2-Speciale,48.8,9997,25.34,29.02,7.2,11.64,8.31,9.85,7.98,9.08,8.97,8.37,8.20,7.47 google/gemini-2.5-flash-preview-05-20,48.6,6284,42.95,81.12,6.3,11.04,10.94,11.19,10.24,10.08,10.15,10.32,9.43,9.30 mistralai/Mistral-Large-3-675B-Instruct-2512,48.3,6364,13.57,55.90,14.7,12.83,11.21,10.42,9.65,8.67,8.82,7.63,7.34,9.04 zai-org/GLM-4.7-Flash,47.8,5378,23.13,48.86,6.5,11.15,11.74,10.51,10.23,9.83,10.38,9.79,9.94,8.82 bytedance-seed-1.6,47.3,5024,47.11,47.84,8.3,11.14,10.70,10.74,10.16,10.00,9.86,9.99,9.73,7.34 openrouter/sherlock-dash-alpha,47.2,3967,16.04,42.99,6.1,12.92,12.37,11.62,10.80,9.92,9.47,9.02,9.77,8.13 allenai/Olmo-3.1-32B-Think,47.0,4946,22.55,73.94,8.8,11.61,10.78,10.82,10.73,10.00,10.81,10.03,10.21,8.31 minimax/minimax-m2,46.4,7294,33.28,67.83,6.2,11.12,10.73,10.74,10.29,10.27,10.66,9.63,9.34,9.37 openrouter/bert-nebulon-alpha,46.4,5732,11.29,49.04,13.7,11.28,11.06,9.83,9.11,9.09,8.21,7.24,7.77,8.58 mistral-medium-3.1,46.2,6631,12.89,50.20,14.1,13.17,12.32,10.66,9.69,8.61,7.72,6.44,7.50,9.45 grok-4,45.7,5848,30.44,53.21,6.2,11.66,11.31,10.72,9.98,9.74,9.37,8.96,8.48,8.82 sam-paech/gemma-3-27b-it-antislop,45.2,5337,55.69,20.93,8.6,10.84,10.30,9.11,9.37,8.89,7.99,7.11,7.77,8.35 sonoma-sky-alpha,42.9,5445,24.56,51.67,6.5,11.28,10.70,10.35,9.73,9.20,8.70,8.24,8.23,8.36 google/gemma-3-27b-it,41.9,5367,43.52,78.26,12.4,10.31,9.78,9.02,8.63,8.32,7.99,7.24,5.98,7.89 google/gemma-3-12b-it,41.8,4344,51.88,81.33,13.0,9.64,8.80,8.63,7.76,7.60,7.37,6.77,6.73,7.73 mistralai/Mistral-Small-3.2-24B-Instruct-2506,41.6,4267,15.42,74.33,15.5,11.84,10.51,7.68,8.80,8.12,7.33,7.15,6.60,7.78 RekaAI/reka-flash-3,41.2,4531,24.17,65.94,8.4,10.93,9.52,9.42,9.00,7.77,7.93,7.68,8.18,7.31 qwen/qwen3-32b,40.5,4646,21.06,85.82,15.5,10.89,10.29,8.70,9.03,9.00,8.33,7.96,7.91,6.89 grok-4.1-fast,40.1,3617,17.65,40.11,5.6,12.72,10.63,10.00,9.37,8.43,8.06,7.96,7.70,7.26 ftpo-exp501,39.7,4688,86.34,18.78,4.6,10.18,9.39,8.51,8.34,7.44,7.35,6.69,6.05,7.22 nova-2-lite-v1,38.8,12000,40.29,72.45,11.7,8.41,7.55,7.64,7.59,7.01,6.69,5.90,6.17,5.60 qwen/qwq-32b,36.9,5320,25.21,73.49,8.3,9.75,9.21,9.24,8.06,7.71,7.56,7.39,7.49,7.20 qwen/qwen3-14b,35.9,5368,24.32,108.58,30.3,9.58,9.13,8.50,7.77,7.00,6.86,6.20,5.11,5.22 openai/gpt-oss-120b,35.8,12795,43.58,55.06,7.6,9.31,8.53,8.14,8.12,7.98,7.83,7.56,7.07,7.25 qwen/qwen3-30b-a3b,35.6,5334,22.75,120.50,21.4,9.66,8.70,8.17,8.09,7.45,7.19,6.72,5.97,5.47 meituan-longcat/LongCat-Flash-Chat-FP8,35.1,4745,9.32,62.25,10.3,12.80,10.75,8.69,7.85,6.39,5.25,4.92,4.02,7.44 arcee-ai/Trinity-Large-Preview,35.0,5732,29.27,54.31,11.4,9.50,8.73,7.55,6.71,6.62,5.77,5.41,3.97,6.60 minimax-m2-her,34.8,7042,29.05,60.78,20.5,7.01,6.23,5.41,5.31,5.04,5.39,4.57,4.26,4.58 google/gemma-3-4b-it,34.4,4244,59.42,108.99,14.8,8.65,8.19,7.88,7.05,6.22,6.13,5.60,4.95,6.08 nvidia/nemotron-3-nano-30b-a3b:free,32.9,12870,48.86,59.91,7.5,8.97,8.50,7.92,8.08,7.46,6.91,6.87,5.61,7.12 mistral-small-creative,32.6,5211,13.02,62.17,17.0,9.39,7.08,6.09,5.93,5.24,5.07,3.83,4.79,6.09 gpt-4.1-nano,32.4,6398,34.81,78.60,8.2,8.35,7.61,7.66,6.92,6.83,6.44,6.30,5.50,5.22 mistralai/Ministral-3-14B-Instruct-2512,31.9,8065,11.53,53.85,21.9,9.82,8.71,6.81,6.37,5.25,4.33,4.90,4.30,5.54 meta-llama/Llama-4-Maverick-17B-128E-Instruct,31.9,4363,34.67,74.65,34.4,8.02,8.00,6.94,6.30,6.43,6.28,5.57,4.40,5.26 Nanbeige/Nanbeige4-3B-Thinking-2511,31.5,9251,15.33,46.70,10.4,8.42,8.07,7.61,7.33,7.48,7.21,7.04,7.59,4.79 Qwen/Qwen3-Next-80B-A3B-Instruct,31.5,4904,6.44,34.28,11.1,10.55,8.12,7.03,6.69,5.88,5.98,5.54,5.71,8.12 meta-llama/Llama-4-Scout-17B-16E-Instruct,31.1,5093,33.16,80.89,39.3,7.73,7.05,6.46,5.95,5.42,4.37,4.06,3.60,4.17 openrouter/aurora-alpha,29.4,14234,42.23,57.79,14.8,8.57,7.61,6.89,6.63,5.93,6.24,6.12,6.36,5.91 mistralai/Mistral-Nemo-Instruct-2407,28.7,7388,37.95,75.35,27.4,8.32,7.28,6.61,5.48,5.16,4.98,4.31,2.93,4.46 gpt-5-nano-2025-08-07,28.0,11588,60.85,30.59,4.0,8.34,7.33,7.32,6.40,6.67,6.56,5.86,5.45,5.14 solar-pro-3,27.0,15946,44.84,52.92,13.3,8.21,7.92,6.75,6.33,6.38,5.54,4.70,4.51,4.99 microsoft/phi-4-multimodal-instruct,22.8,9738,41.00,88.18,69.0,5.19,4.96,4.08,3.31,2.88,2.87,2.74,2.67,2.27 openai/gpt-oss-20b,21.2,7639,26.45,59.02,21.9,7.48,5.68,4.70,4.34,3.91,3.54,2.98,3.18,3.14 qwen/qwen3-4b,17.0,8956,25.92,112.18,29.2,6.37,5.31,4.39,4.04,3.22,2.63,2.45,2.33,2.91 gemini-3.1-pro-preview,68.2,7433,44.46,38.12,4.9,15.57,14.76,14.45,14.57,14.23,14.45,14.10,13.92,13.15 Qwen/Qwen3.5-122B-A10B,54.3,5984,10.93,43.96,6.2,13.53,12.46,11.94,12.42,11.68,10.52,11.63,11.77,9.77 Qwen/Qwen3.5-27B,59.0,5279,11.52,47.58,6.8,13.91,13.64,13.34,12.63,12.62,12.01,11.64,12.37,10.02 Qwen/Qwen3.5-35B-A3B,44.5,7050,8.95,39.30,17.5,12.45,10.60,9.97,9.50,7.93,8.71,8.55,8.10,7.78 gemini-3.1-flash-lite-preview,49.0,5832,35.31,64.56,6.4,13.43,11.75,11.32,10.42,9.55,9.59,10.00,10.55,10.47 gpt-5.3-chat,62.6,6327,27.73,29.89,9.6,15.04,13.65,12.82,12.18,11.86,11.23,11.22,11.69,13.49 gpt-5.4,78.3,8192,32.24,12.45,4.8,16.44,16.47,15.84,15.93,16.32,16.23,16.02,16.17,15.85 hunter-alpha,62.7,6647,20.38,35.17,4.3,15.21,13.98,13.84,13.00,11.73,11.01,12.23,11.54,13.31 healer-alpha,51.0,7420,19.87,43.77,6.8,14.03,12.38,11.47,10.78,9.78,8.35,8.34,8.61,10.74 grok-4.20-beta,68.5,8370,25.00,27.41,5.2,15.31,15.21,14.94,14.84,14.67,13.96,13.91,13.96,12.96 mistralai/Mistral-Small-4-119B-2603,43.2,6638,17.64,42.78,7.8,12.20,10.43,10.48,9.41,9.90,8.29,7.72,8.45,8.54 gpt-5.4-mini,73.0,9508,29.54,23.56,6.4,15.81,15.61,15.12,15.25,15.21,15.22,15.05,15.24,13.71 gpt-5.4-nano,57.8,10214,30.26,49.05,6.4,14.15,13.10,13.01,12.72,12.92,12.70,12.24,11.99,10.45 mimo-v2-pro,70.9,9467,21.12,27.66,4.8,15.76,15.52,15.05,15.42,14.32,14.16,14.28,14.34,14.15 *google/gemma-4-31B-it,56.5,6008,36.50,63.49,7.0,13.81,13.60,12.81,12.25,12.19,11.40,11.49,11.37,11.47 *google/gemma-4-26B-A4B-it,50.7,6261,36.12,68.72,6.4,14.19,12.19,11.53,11.17,11.44,10.52,9.74,10.44,10.18 *zai-org/GLM-5.1,73.5,6271,22.68,24.94,4.4,15.53,15.67,15.48,15.30,15.36,15.01,14.71,14.96,14.56 *claude-opus-4-7,81.8,5552,17.87,9.06,4.6,16.77,16.67,16.76,16.80,16.66,16.69,16.58,16.99,16.60 *deepseek-ai/DeepSeek-V4-Pro,75.6,7516,25.30,21.83,3.9,16.05,15.92,15.63,15.77,15.81,15.45,15.09,15.30,14.88 *gpt-5.5,78.2,8812,26.11,16.89,5.3,16.53,16.37,16.27,16.31,16.15,16.27,16.19,16.34,15.80 *deepseek-ai/DeepSeek-V4-Flash,66.0,5505,12.98,19.59,7.0,15.23,14.63,13.71,13.27,12.98,12.25,11.95,12.78,12.15 *moonshotai/Kimi-K2.6,78.5,6649,20.02,18.92,4.6,16.26,16.34,16.67,16.49,16.33,16.40,16.14,16.32,15.61` // --- New Slop Data --- const slopData = ` ##### claude-opus-4-7

Most Similar To:

deepseek-ai/DeepSeek-V4-Flash (distance=0.775)
minimax/minimax-m2.5 (distance=0.780)
claude-opus-4-6 (distance=0.782)
claude-opus-4-5-20251101 (distance=0.801)
deepseek-ai/DeepSeek-V4-Pro (distance=0.804)

Top Repetitive Words

halvorsen oilcloth maren priya hummed mira cistern nodded smelt bulkhead pell rinsed knelt doorway smelled faintly cuffs gull chewed crate folded forearm pears leaned drank straightened voicemail underlined mercer stood stepfather stew dusk stitched porch humming quieter kettle coat dishwasher rang stairs drawer stove upstairs ruth shelf looked canvas ledger

Top Repetitive Phrases

long time ago (7) made a small sound (5) look like a man (5) said, without looking (4) going to say something (4) neither of them said anything (4) looked at him for a long moment (4) mouth a little open (3) without saying anything (3) three weeks ago (3) sat back on her heels (3) went back inside (3) put her hand flat (3) put his hand flat (2) came back and sat (2) looked at me a long moment (2) stood there for a long time (2) put both her hands flat (2) looked at me across the table (1) long time — that I had been having this thought (1) stood a long time (1) long time went (1) looked at him the way you look (1) said without looking (1) went back in through the kitchen (1) know what's in it and I want to know (1) long time, and went (1) put my hands flat (1) stood there a long time (1) looked at it for a long time (1)

Top Bigrams

said something (20) looked long (16) like man (15) made small (14) like someone (13) behind counter (12) hands flat (11) second one (11) way man (10) one hand (10) two men (10) went past (10) got went (10) one one (9) stood kitchen (9) small sound (9) canvas bag (9) hands lap (9) would come (8) said name (8) said one (8) passenger seat (8) looked looked (8) yes alright (7) said alright (7) like something (7) said nothing (7) one time (7) nothing happened (7) hand flat (7)

Top Trigrams

looked long moment (8) long time ago (7) made small sound (5) put hand flat (5) said without looking (5) looked long time (5) long time looked (5) stood long time (5) look like man (5) neither said anything (4) going say something (4) sat back heels (4) mouth little open (4) put hands flat (3) came back sat (3) said quietly said (3) three weeks ago (3) went back inside (3) know saying know (3) long time went (3) looked say anything (3) know want know (3) long time thought (3) looked way look (3) open knee reading (3) looked across table (3) without saying anything (3) went back kitchen (3)
##### claude-sonnet-4-6

Most Similar To:

claude-opus-4-6 (distance=0.801)
claude-opus-4-7 (distance=0.805)
claude-opus-4-5-20251101 (distance=0.812)
minimax/minimax-m2.5 (distance=0.812)
deepseek-ai/DeepSeek-V4-Pro (distance=0.812)

Top Repetitive Words

waystation unlatched drainpipe recalibrating unhurried rook priya wrongness luminescence flatness voss vane windowsill creak crouched gestured meridian stillness she'd paused nodded crate legible breathed unguarded catalogued doorway propagation hallway he'd smelled theo purposeful flagged pause handwriting ledge cleanly who'd faintly armchair hadn't docking arithmetic glanced looked ledger manifest corridor mattered

Top Repetitive Phrases

eighteen months ago (6) three weeks ago (5) another ten minutes (4) looked at it for a long time (4) going to say something (4) remember the last time (3) stood in the doorway for a moment (3) looked like someone (3) thinking about something else (3) two days ago (3) twenty minutes later (3) also something else (3) said it simply, the way (3) going to say anything (3) long time ago (3) way water finds (3) two years ago (3) way he said most things (3) nodded as if this confirmed something (2) knew, in the way he knew (2) sat back and looked (2) know what you're going to say (2) look like someone (2) looked at him for a long moment (2) could hear her breathing (2) sat across the table (2) sat on the edge of the bed (2) Two years ago (2) held her gaze for a moment (2) said it the way he said (2)

Top Bigrams

said nothing (33) said something (30) tree line (27) last night (25) quiet moment (24) looked moment (22) way always (20) said name (19) forty minutes (18) put phone (18) like something (15) way someone (15) particular way (14) specific way (13) question mark (13) looked looked (13) whole thing (11) like someone (11) another pause (11) said could (10) read back (10) said would (9) passenger seat (9) looked expression (9) middle distance (9) sat moment (9) particular quality (8) expression someone (8) true thing (8) last week (8)

Top Trigrams

eighteen months ago (7) said way said (5) three weeks ago (5) two years ago (5) way said things (5) another ten minutes (4) stood doorway moment (4) sat back looked (4) finished quiet moment (4) looked long time (4) going say something (4) said know said (4) held gaze moment (3) remember last time (3) nodded confirmed something (3) knew way knew (3) looked like someone (3) thinking something else (3) know said looked (3) two days ago (3) could see clearly (3) close enough could (3) know going say (3) said without particular (3) look like someone (3) looked long moment (3) twenty minutes later (3) also something else (3) said simply way (3) going say anything (3)
##### moonshotai/Kimi-K2.6

Most Similar To:

moonshotai/Kimi-K2.5 (distance=0.740)
mistralai/Mistral-Small-4-119B-2603 (distance=0.784)
research-grok-next-1112b (distance=0.785)
grok-4.20-beta (distance=0.785)
Qwen/Qwen3.5-397B-A17B (distance=0.786)

Top Repetitive Words

throbbed recycler creaked doorframe hissed ached clattered windbreaker groaned viewport flickered yellowed mara firelight linoleum lunged hummed jamb vibrated grunted sagged sodden coveralls rasp smelled dripped recliner sternum exhalation crusted twitched streetlight flaking knelt gloved flinched throb coughed crunched darkening subsonic molars casement gauze hunched glowed creak squeaking floorboards waxy

Top Repetitive Phrases

tasted like copper (5) mouth tasted like (4) mouth with the back of his hand (4) voice sounded like (4) voice came out rough (4) made a sound like (4) something else, something (4) went back inside (3) voice came out thick (3) wiped his mouth with the back (3) caught the gray light (3) like a dead thing (3) smelled like old (3) took another step (3) smelled like iron (3) air smelled like (3) sat back on his heels (2) behind his eyes that made (2) flame caught, blue (2) sat back on her heels (2) close enough that she could (2) close enough to smell (2) mouth tasted of copper (2) rolled onto her side (2) six months ago (2) One, two, three (2) Six months ago (1) hands were shaking slightly (1) said, his voice thick (1) flame caught blue (1)

Top Bigrams

smelled like (62) tasted like (31) said nothing (18) one hand (15) mouth tasted (15) bad leg (13) like someone (12) rubber band (12) gray light (11) sat floor (11) bad knee (10) pressed thumb (9) east wall (9) voice flat (9) hand found (9) wiped mouth (9) like something (8) room smelled (8) like wet (8) tasted copper (7) latch clicked (7) like man (7) whole thing (7) like child (7) peeled back (7) said question (7) hands shook (7) needed piss (6) wet cardboard (6) breathing wet (6)

Top Trigrams

said voice came (10) mouth tasted like (6) smelled like iron (5) mouth back hand (5) tasted like copper (5) said voice thick (5) voice came rough (4) sat back heels (4) wiped mouth back (4) made sound like (4) said voice sounded (4) something else something (4) voice sounded like (4) close enough could (4) one two three (4) air smelled like (3) mouth tasted copper (3) close enough smell (3) took another step (3) went back inside (3) smelled like old (3) rolled onto side (3) flame caught blue (3) six months ago (3) hands shaking slightly (3) like dead thing (3) behind eyes made (3) caught gray light (3) voice came thick (3) door latch clicked (3)
##### gpt-5.4

Most Similar To:

gpt-5.4-mini (distance=0.707)
gpt-5.5 (distance=0.724)
gpt-5-chat-latest-2025-08-07 (distance=0.801)
polaris-alpha (distance=0.806)
gpt-5.2 (distance=0.809)

Top Repetitive Words

mudroom mara tomas cinderblock twitched hissed muttered hummed sagged glanced winced faintly crouched steadied flinched vale blinked murmured barked lunged snorted flicked awning voss pritchard ledgers smelled sidearm sneaker sharpened leaned skidding jonah nodded stared absurdly thinned damp browned exhaled alcove buzzed breakwater bloomed braced knelt stillness crawler shuttered mercer

Top Repetitive Phrases

one hand braced (7) took one step (6) took one look (6) one hand on the rail (5) one hand still (5) room went still (4) hard enough to crack (4) gave a short laugh (4) sat back on her heels (4) put one hand (4) Mara closed her eyes (4) looked around the room (4) one hand resting (4) one hand lifted (3) first time since (3) hard enough to bruise (3) looked away first (3) laughed once, without humor (3) quiet long enough (3) one stupid second (3) smelled like wet (3) went still around (3) somehow made it worse (3) lifted one hand (3) made a low sound (3) close enough to true (3) one absurd second (3) said for the third time (3) along one edge (3) hand without looking (3)

Top Bigrams

one hand (93) mara said (53) mara looked (30) went still (19) said one (15) said something (14) like man (13) said mara (12) mara set (11) said nothing (11) smelled faintly (10) phone buzzed (10) mara stood (9) two men (9) one thing (9) barked laugh (9) smiled without (9) almost smiled (9) mouth twitched (9) everyone else (9) mara watched (8) short laugh (8) mara took (7) one eye (7) hand braced (7) said could (7) wet pavement (7) look man (7) one one (7) rubbed thumb (7)

Top Trigrams

one hand braced (7) took one step (7) took one look (6) one hand rail (5) hard enough crack (5) one hand still (5) sat back heels (5) laugh could stop (5) along one edge (4) room went still (4) said without looking (4) one corner mouth (4) mara closed eyes (4) one hand resting (4) one hand lifted (4) gave short laugh (4) looked around room (4) said voice low (4) laughed without humor (4) put one hand (4) smelled like wet (3) somehow made worse (3) made low sound (3) quiet long enough (3) went still around (3) lifted one hand (3) pinched bridge nose (3) hand without looking (3) hard enough bruise (3) hand braced frame (3)
##### gpt-5.5

Most Similar To:

gpt-5.4 (distance=0.724)
gpt-5.4-mini (distance=0.736)
gpt-5.2 (distance=0.780)
polaris-alpha (distance=0.791)
mistralai/Mistral-Small-4-119B-2603 (distance=0.794)

Top Repetitive Words

mara oilcloth mina flickered crackled creaked hissed hummed voss twitched crouched flinched nell trembled steadied viewport murmured chimed shrieked winced lurched glowed ached rusk blinked cinder sagged lunged vibrated ledgers grunted leaned tightened gloved whispered squeaked shivered exhaled thinned groaned glanced shoebox bandaged faintly thumped muttered smelled awning stared flicked

Top Repetitive Phrases

Mara looked toward (7) Mara closed her eyes (7) looked away first (6) made a small sound (5) took one step (5) one hand braced (5) smiled without humor (5) looked less like (5) laughed once, without humor (5) one hand pressed (5) dropped to one knee (4) hit the floor hard (3) look like a man (3) one hand gripping (3) thing anyone’s said (3) Pain flashed white (3) first time since (3) raised one hand (3) voice cut across (3) lifted one hand (3) along one edge (2) closed her eyes for half (2) close enough to smell (2) fingers tightened around (2) hands in his coat pockets (2) looked at him for a long moment (2) looked past them, toward (1) close enough that she could (1) looked past her, toward (1) fingers tightened once around (1)

Top Bigrams

one hand (86) mara said (73) mara looked (45) said nothing (34) said mara (31) went still (24) face changed (22) mara stood (18) like man (13) phone buzzed (13) jaw tightened (13) mara saw (12) without humor (12) almost smiled (12) one one (11) said one (11) like someone (11) mouth tightened (11) looked mara (10) mara grabbed (10) voss said (10) mara felt (10) mara went (9) mara whispered (9) behind mara (9) like something (9) laughed without (9) mara stared (8) mara closed (8) mara stepped (8)

Top Trigrams

mara looked toward (7) mara closed eyes (7) looked away first (6) one hand braced (6) laughed without humor (6) one hand pressed (6) made small sound (5) took one step (5) smiled without humor (5) looked less like (5) close enough could (4) dropped one knee (4) thing anyone said (4) hit floor hard (3) looked past toward (3) look like man (3) along one edge (3) one hand gripping (3) fingers tightened around (3) closed eyes half (3) close enough smell (3) pain flashed white (3) first time since (3) one second looked (3) eyes half second (3) raised one hand (3) hands coat pockets (3) voice cut across (3) looked long moment (3) lifted one hand (3)
##### claude-opus-4-6

Most Similar To:

zai-org/GLM-5.1 (distance=0.730)
deepseek-ai/DeepSeek-V4-Pro (distance=0.731)
openrouter/pony-alpha (distance=0.747)
claude-opus-4-5-20251101 (distance=0.749)
zai-org/GLM-5 (distance=0.759)

Top Repetitive Words

maren kael unlaced hummed graceless doorframe cortez streetlight ached nora gestured creak she'd duffel knelt ares spore crate breathed smelled unguarded tarp paused who'd lichen pulsed nodded leaned scraped shelving doorway faintly fungal stillness humming rehearsed rearranged forearm fluorescent notebook stew hallway banked straightened chipped flicker muffled he'd damp jerky

Top Repetitive Phrases

looked like something (6) something else, something (5) two days ago (4) like a door opening (4) wanted to say something (4) smelled like smoke (3) like watching someone (3) twenty minutes later (3) something else underneath (3) felt something shift (3) pulled her hand back (3) make sure nobody (3) late afternoon light (2) like someone else (2) something he couldn't read (2) took twenty minutes (2) looked at her for a long time (2) close enough that I could (1) face was doing something I could (1) something I couldn't read (1) Late afternoon light (1) knew it the way she knew (1) turned her hands over, examined (1) turned her hands over and examined (1) close enough that she could (1) face was not something she could (1) knew, in the way she knew (1) close enough that he could (1) looked for a long time (1) knew it was there the way she knew (1)

Top Bigrams

maren said (34) like something (30) like someone (29) smelled like (25) someone else (17) maren could (14) one hand (11) said something (11) looked expression (11) hands shaking (11) looked maren (10) maren looked (10) said nothing (10) face something (10) hands flat (9) way someone (9) last night (9) hands steady (8) almost smiled (8) else something (8) put phone (8) sat across (8) maren picked (7) every day (7) one time (7) door open (7) one one (7) last week (7) chest like (7) door opening (7)

Top Trigrams

something else something (8) looked like something (6) two days ago (4) wanted say something (4) like door opening (4) something else underneath (3) pulled hand back (3) felt something shift (3) turned hands examined (3) took twenty minutes (3) knew way knew (3) looked long time (3) like someone else (3) make sure nobody (3) smelled like smoke (3) face something could (3) twenty minutes later (3) close enough could (3) late afternoon light (3) like watching someone (3) something could read (3)
##### deepseek-ai/DeepSeek-V4-Pro

Most Similar To:

openrouter/pony-alpha (distance=0.708)
zai-org/GLM-5.1 (distance=0.721)
zai-org/GLM-5 (distance=0.723)
claude-opus-4-6 (distance=0.731)
claude-opus-4-5-20251101 (distance=0.731)

Top Repetitive Words

hummed okonkwo voss viewport flickered unhurried harrow bioluminescence unreadable ached steadier chimed gestured paused mara windowsill hums faintly dove pulsed she'd knelt flinched buzzed glowed blinks flicker crate claire blinked tomas hoarse nodded smelled who'd humming stillness doorway unsteady leaned impossibly lena lily tote limping stared cascade ledger silences pulsing

Top Repetitive Phrases

something else entirely (10) first time since (6) close enough that I could (5) enough that I could smell (4) reached across the table (4) something else, something (4) looked at me for a long moment (4) voice sounded strange (4) looked at her for a long moment (4) long time, looking (3) rain kept falling (3) hands wrapped around (3) since the first night (3) went back to bed (3) felt something shift (3) sat at her kitchen table (3) could feel it in the air (3) stood there for a long time (2) looked at him for a long moment (2) looked like she hadn't slept (2) two days ago (2) opened his mouth, closed (2) sat at the kitchen table (2) looked, for the first time (1) long time," she said (1) Two days ago (1) Something he couldn't name (1) close enough that he could (1) stood over it for a long time (1) something she couldn't name (1)

Top Bigrams

like someone (22) smelled like (21) like something (20) one hand (15) said nothing (11) one thing (11) else entirely (11) still still (11) sat kitchen (11) tasted like (11) sixteen years (11) said could (10) whole thing (10) washed hands (10) one one (9) kitchen window (9) said would (8) way mother (8) something older (8) looked hands (8) would come (7) said something (7) expression unreadable (7) expression change (7) voice flat (7) wiped hands (7) something almost (7) voice cracked (7) closet door (7) making sound (7)

Top Trigrams

looked long moment (12) something else entirely (10) sat kitchen table (7) something else something (6) first time since (6) close enough could (6) okay said okay (6) something could name (5) voice sounded strange (4) reached across table (4) looked first time (4) know said know (4) come back come (4) hands wrapped around (4) enough could smell (4) went back bed (3) hand fingers warm (3) heart beating throat (3) could feel air (3) gone left something (3) opened mouth closed (3) long moment reached (3) long time said (3) looked like slept (3) since first night (3) two days ago (3) stood long time (3) long time looking (3) felt something shift (3) rain kept falling (3)
##### moonshotai/Kimi-K2.5

Most Similar To:

moonshotai/Kimi-K2.6 (distance=0.740)
research-grok-next-1112b (distance=0.784)
moonshotai/Kimi-K2-Instruct (distance=0.804)
research-grok-next-lmarena-1108b (distance=0.811)
moonshotai/Kimi-K2-Thinking (distance=0.814)

Top Repetitive Words

scabbed plink throbbed wheezed creaked recyclers vane carhartt drainpipe throbs floorboards yellowed workbench welts hummed creaks cuticles vibrated trembled flickered linoleum wheeze welled buzzes creak limped twitches streetlights gestured twitched cheekbone streetlight sternum blistered sodden crusted hissed shins eardrums bodega collarbone thump soaks shriek lichen elias smelled flinched pulsing rimmed

Top Repetitive Phrases

voice sounds like (8) One, two, three (7) sounds like gravel (5) mouth tastes like (3) weeping clear fluid (3) black in the dim light (3) something else, something (3) like motor oil (3) smells like wet (3) three feet away (3) makes a sound like (3) eyes rolled back (3) everything look like (3) makes my teeth ache (2) hands stop shaking (2) pupils are blown wide (2) eyes are open, staring (2) eyes were open, staring (1) makes her teeth ache (1) eyes are rolled back (1) pupils blown wide (1) pupils, blown wide (1) hands won’t stop shaking (1)

Top Bigrams

smells like (37) tastes like (27) smelled like (27) smell like (20) say voice (17) says voice (16) toilet paper (16) hands shaking (16) like wet (12) ringing ears (12) door open (10) voice sounds (10) duct tape (10) teeth ache (9) like copper (9) like someone (9) like dog (8) one hand (8) knuckles white (8) like dying (8) heart hammering (8) eyes water (8) voice flat (8) like broken (8) pupils blown (7) puts mouth (7) clear fluid (7) hip bone (7) dripping onto (7) color old (7)

Top Trigrams

one two three (10) voice sounds like (8) say voice sounds (6) sounds like gravel (5) said voice came (4) eyes rolled back (4) something else something (4) pupils blown wide (4) said words came (4) everything look like (3) like motor oil (3) weeping clear fluid (3) said voice flat (3) black dim light (3) makes teeth ache (3) smells like wet (3) mouth tastes like (3) three feet away (3) makes sound like (3) says voice flat (3) eyes open staring (3) hands stop shaking (3)
##### zai-org/GLM-5.1

Most Similar To:

zai-org/GLM-5 (distance=0.715)
openrouter/pony-alpha (distance=0.715)
minimax/minimax-m2.5 (distance=0.719)
deepseek-ai/DeepSeek-V4-Pro (distance=0.721)
deepseek-ai/DeepSeek-V4-Flash (distance=0.728)

Top Repetitive Words

maren hummed flickered ached easel gestured shuddered hatchet hissed creak linoleum lena crunched exhaled paused laundromat nodded faintly marcus doorway candlelight cataloging leaned stared groaned crate who'd buzzed she'd humming flinch stubbornness glanced tightened laces smelled rusted flickering hiss tilted motionless knuckles stitching blinked comm scarred climbed flicker gasping sharper

Top Repetitive Phrases

hand found mine (4) close enough that I could (4) looked like a man (4) could feel the heat (3) looked at me for a long time (3) long time ago (3) three days ago (3) quiet for a long time (3) smelled like old (3) leaned back in his chair (3) dark circles under her eyes (2) enough that I could smell (2) thing I've ever heard (2) Something that looked like (2) said, and the word came (2) close enough that she could (2) two days ago (2) could hear his breathing (2) hair pulled back (2) could see it in the way (2) pulled his hand back (2) stared at it for a long time (2) wrapped both hands around (2) something else, something (1) word came out of me before I could (1) came out of me before I could think (1) could hear her breathing (1) Two days ago (1) thing I'd ever heard (1) pulled her hand back (1)

Top Bigrams

like something (21) hands shaking (17) smelled like (17) stood doorway (16) said nothing (15) dead man (14) voice cracked (12) way always (12) like trying (12) one hand (11) said something (11) hand found (11) voice flat (10) word came (10) something wrong (9) sat desk (9) said could (8) door locked (8) two men (8) almost smiled (8) window open (8) hand moved (8) last night (8) morning light (8) hands still (8) next morning (7) found mine (7) one one (7) almost laughed (7) hit like (7)

Top Trigrams

close enough could (8) looked long time (5) looked like man (5) leaned back chair (5) something looked like (4) could hear breathing (4) something else something (4) hand found mine (4) said word came (4) stared long time (3) hair pulled back (3) two days ago (3) thing ever heard (3) pulled hand back (3) three days ago (3) word came could (3) came could think (3) long time ago (3) smelled like old (3) enough could smell (3) could feel heat (3) quiet long time (3) wrapped hands around (3) could see way (3) dark circles eyes (3)
##### polaris-alpha

Most Similar To:

gpt-5-chat-latest-2025-08-07 (distance=0.758)
gpt-5.2 (distance=0.780)
grok-4.20-beta (distance=0.791)
gpt-5.5 (distance=0.791)
mistralai/Mistral-Small-4-119B-2603 (distance=0.795)

Top Repetitive Words

thudded murmured mara twitched muttered hissed creaked exhaled kade lamplight flinched hummed crackled flickered winced cass sigils sagged huffed toggled flicked deadbolt blinked doorframe snorted clattered grunted lena hesitated squinted thumbed faintly buzzed shuddered whispered grimaced sloshed glanced glowed hovered gestured hale bristled pinged clinking tugged steadied creak nudged flexed

Top Repetitive Phrases

like last time (5) said, voice low (4) Occupational hazard,” she said (4) letting someone else (4) something like relief (3) think people like (3) say something else (3) said, voice flat (3) said before I could stop (3) opened his mouth, closed (2) Occupational hazard,” I said (2) pulled his hand back (2) voice came out thin (2) corner of his mouth twitched (2) said, before she could stop (2) looked like he wanted (2) phone buzzed in her pocket (2) voice came thin (2) looked at me, really looked (1) said, but her voice came (1) eyes are rimmed with red (1) looked at him; really looked (1) said before she could stop (1) pulled her hand back (1) looked like she wanted (1) looked at her, really looked (1) phone buzzed in my pocket (1) Occupational hazard,” he said (1) corner of her mouth twitched (1) said, before I could stop (1)

Top Bigrams

mara said (92) like someone (25) said could (24) phone buzzed (24) one hand (23) said one (22) unknown number (19) gaze flicked (19) mouth twitched (17) gon na (16) said would (15) said mara (15) said something (15) jaw clenched (14) jaw tightened (13) said lightly (13) said nothing (12) door open (10) said someone (10) said fast (10) came thin (9) occupational hazard (9) jaw tight (9) mara asked (8) said automatically (8) hazard said (7) next morning (7) air tasted (7) one thing (7) jerked chin (7)

Top Trigrams

said could stop (7) occupational hazard said (7) said yeah said (6) said yes said (6) like last time (5) looked really looked (5) voice came thin (4) pulled hand back (4) letting someone else (4) said voice low (4) asked yes said (4) said voice flat (4) said good said (4) said voice came (3) looked like wanted (3) say something else (3) said fast smiled (3) said came flat (3) opened mouth closed (3) phone buzzed pocket (3) corner mouth twitched (3) know said know (3) said accurate said (3) said occupational hazard (3) something like relief (3) shook head said (3) eyes rimmed red (3) said okay said (3) think people like (3)
##### claude-opus-4-5-20251101

Most Similar To:

minimax/minimax-m2.5 (distance=0.729)
claude-sonnet-4.5 (distance=0.730)
zai-org/GLM-5.1 (distance=0.731)
deepseek-ai/DeepSeek-V4-Pro (distance=0.731)
openrouter/pony-alpha (distance=0.731)

Top Repetitive Words

firelight hummed elena flickered wrongness creaks crackled gestured buzzes laundromat hunched she'd pulsed flickering nodded tilts flicker shelving stillness wrists hollowed nods chen blinked buzzed who'd doorway faintly drifts paused meridian leaned smelled humming peeling hesitated stared climbed tightened hammering ragged stares circling vaguely damp mattered footsteps sharper container shrugged

Top Repetitive Phrases

two years ago (7) something else, something (6) lines around his eyes (5) close enough that she could (5) three days ago (5) stopped, shook his head (4) Chen's expression didn't change (4) kept her voice flat (3) real laugh, surprised (3) without turning around (3) enough that she could smell (3) felt something loosen (3) badly she could barely (3) looked at him for a long moment (3) voice hardened slightly (3) long time ago (3) said without turning (2) something loosen in her chest (2) close, she could see (2) face did something complicated (2) Three days ago (2) Three weeks ago (2) face does something complicated (1) something loosen in my chest (1) know what you're going to say (1) know who I am," he said finally (1) Close enough now that she could (1) three weeks ago (1) hands are trembling slightly (1) know," he said finally (1)

Top Bigrams

elena said (22) like something (20) like someone (18) something might (17) elena looked (12) every day (12) voice flat (12) said nothing (9) says finally (9) last night (9) morning light (9) behind eyes (9) would come (8) lines around (8) face something (8) voice cracked (8) else something (8) meant something (8) could sleep (8) said something (7) one way (7) know something (7) last week (7) phone buzzed (7) feel something (7) something underneath (6) one time (6) something shifted (6) gestured vaguely (6) chen said (6)

Top Trigrams

something else something (8) two years ago (8) three days ago (7) close enough could (6) lines around eyes (6) stopped shook head (5) chen expression change (4) looked long moment (4) kept voice flat (4) know right know (3) long time ago (3) three weeks ago (3) something know know (3) real laugh surprised (3) felt something loosen (3) face something complicated (3) badly could barely (3) said without turning (3) without turning around (3) know going say (3) close could see (3) voice hardened slightly (3) hands trembling slightly (3) enough could smell (3) something loosen chest (3) know said finally (3)
##### gpt-5-2025-08-07-high-reasoning-high-reasoning

Most Similar To:

horizon-alpha (distance=0.733)
gpt-5-2025-08-07 (distance=0.796)
moonshotai/Kimi-K2-Instruct (distance=0.801)
polaris-alpha (distance=0.817)
moonshotai/Kimi-K2-Instruct-0905 (distance=0.820)

Top Repetitive Words

tamsin cufflink skittered plink hummed windbreakers ember rook hums lina winces buzzes creaked saskia scuffed wheezes transom metronome hissed hisses brazier scullery chatters flinched sloshed fogs murmured windbreaker flicked squinted tinny winced fogged thumbed slid mari jamb wintergreen blotter calder twitched blinked flickered creak thumped stuttered dabbed bulkhead unkind flickers

Top Repetitive Phrases

made a sound like (6) said without looking (5) hard enough to make (5) mouth open like (5) smells like wet (4) feels like air (4) made a face like (4) neat block letters (3) makes a sound like (3) like someone put (3) without looking like (3) put the phone away (3) took one step (3) makes me feel like (3) feels like someone (3) like a hand on the back (3) let my hand fall (2) make it look like (2) room that smells like (2) said, and smiled without (2) said it like a man (2) look like someone (2) put my palm flat (2) said, and the corner of his mouth (2) room that smelled like (2) like he could hold (2) tap tap tap (1) put her hand over her mouth (1) makes you feel like (1) makes you sound like (1)

Top Bigrams

like someone (44) smells like (43) like man (36) like something (21) like person (21) one hand (20) tasted like (20) tastes like (15) phone buzzes (13) said one (12) without meaning (12) block letters (11) caution tape (10) like kid (10) like dare (10) held like (10) okay say (10) said unkind (9) like dog (9) service door (9) dish towel (9) like would (8) right one (8) like one (8) pocket like (8) like question (8) nods like (7) like pennies (7) zip tie (7) like people (7)

Top Trigrams

made sound like (7) said without looking (6) makes sound like (5) hard enough make (5) mouth open like (5) smells like wet (4) make look like (4) feels like air (4) makes feel like (4) made face like (4) said corner mouth (4) hand back neck (4) like could hold (4) neat block letters (3) like someone put (3) tap tap tap (3) let hand fall (3) room smells like (3) said smiled without (3) put hand mouth (3) said like man (3) without looking like (3) look like someone (3) put phone away (3) said voice like (3) took one step (3) put palm flat (3) feels like someone (3) like hand back (3) room smelled like (3)
##### gpt-5.4-mini

Most Similar To:

gpt-5.4 (distance=0.707)
gpt-5.5 (distance=0.736)
gpt-5.2 (distance=0.755)
gpt-5.4-nano (distance=0.767)
polaris-alpha (distance=0.799)

Top Repetitive Words

rell mara twitched doorframe crackled humorless creaked flickered crouched glanced muttered lunged shuddered exhaled tightened floorboard kestrel stared deadbolt disbelieving snorted flinched crate faintly blinked hesitated frowned barked unreadable winced hissed sharpened nodded flicked murmured leaned voss unmistakably hummed huffed awning shivered lurched elena trembled creak thinned floorboards seam doorway

Top Repetitive Phrases

first time since (11) took one look (8) took one step (8) made a small sound (7) gave him a flat look (7) Mara was already moving (7) Yes,” Mara said (7) mouth went dry (6) looked less like (6) one hand pressed (5) closed the door behind (5) one hand braced (5) rubbed a hand over his face (5) looked away first (5) Mara almost smiled (5) made Mara’s stomach (5) looked from one face (5) gave a short, humorless (5) barked a short laugh (5) one step forward (5) answer right away (4) room went still (4) like a man trying (4) hard enough to make (4) took one last (4) silence was answer enough (4) trying to decide whether (4) made a low sound (4) someone else’s problem (4) enough force to make (4)

Top Bigrams

mara said (97) one hand (91) mara looked (78) said nothing (32) said mara (31) mara felt (28) mara stood (24) like man (22) mara saw (20) mara stared (19) mara took (18) mara could (17) looked mara (16) door open (16) mara asked (16) answer enough (16) mara watched (15) enough mara (15) expression shifted (15) unknown number (14) one one (14) made mara (12) words landed (12) said could (12) like one (12) mara thought (11) mara already (11) mara answer (11) mara turned (11) gave flat (11)

Top Trigrams

first time since (11) gave flat look (10) took one step (8) took one look (8) mara already moving (7) yes mara said (7) looked long moment (7) made small sound (7) first time expression (6) said mara looked (6) looked less like (6) mouth went dry (6) room went still (6) looked really looked (6) mouth opened closed (5) opened mouth shut (5) one step forward (5) made mara stomach (5) one hand braced (5) closed eyes briefly (5) mara almost smiled (5) rubbed hand face (5) gave short humorless (5) closed eyes second (5) looked one face (5) one hand mouth (5) barked short laugh (5) looked away first (5) one hand pressed (5) closed door behind (5)
##### gpt-5-2025-08-07

Most Similar To:

gpt-5-2025-08-07-high-reasoning-high-reasoning (distance=0.796)
horizon-alpha (distance=0.815)
gpt-5-chat-latest-2025-08-07 (distance=0.816)
polaris-alpha (distance=0.818)
gpt-5-mini-2025-08-07 (distance=0.829)

Top Repetitive Words

auditable hummed squinted bioluminescence creaked flinched mara exhaled dented steadied soot buzzes vibrated twitched metronome gestured plasters blinked wobbled smudged winced squeaked drifts coughed hissed glowed leaned pinged nodded pulsed hums gloved tugged calibration buzzed flicked radiator hiss grinned biscuit breathed slid doorway flexed chimed muttered ticked smelled underlined lullaby

Top Repetitive Phrases

looked like a man (5) made a sound like (4) felt less like (3) made it sound like (2) made me sound like (1)

Top Bigrams

felt like (71) like someone (34) okay said (24) like person (23) say name (23) someone else (22) like might (20) smelled like (20) without looking (17) like man (16) last night (16) said without (16) said name (15) said already (15) tasted like (14) two fingers (14) phone buzzed (13) less like (12) said one (11) came like (11) made small (11) made sound (11) said say (11) way made (10) way people (10) like people (9) said could (9) made noise (9) said meant (9) said word (9)

Top Trigrams

made sound like (7) looked like man (5) said good said (4) felt less like (3)
##### openrouter/pony-alpha

Most Similar To:

zai-org/GLM-5 (distance=0.668)
deepseek-ai/DeepSeek-V4-Pro (distance=0.708)
zai-org/GLM-5.1 (distance=0.715)
MiniMaxAI/MiniMax-M2.1 (distance=0.730)
claude-opus-4-5-20251101 (distance=0.731)

Top Repetitive Words

kade okonkwo crackled mara throbbed hummed flickered ached firelight gestured unreadable elena flinched crouched she'd blinked growths nodded cataloguing knelt blackwood stared stillness pulsing maya paused chimed buzzed leaned who'd rusted tightened groaned eleanor straightened glanced pulsed doorway smiled curled tilted knuckles faintly smelled crumpled stool hesitated mattered loosened clung

Top Repetitive Phrases

quiet for a long moment (8) three years ago (7) arms wrapped around (5) sat on the edge of the bed (5) long time ago (5) looked at me for a long moment (5) two years ago (5) word hung in the air (5) two weeks ago (4) quiet for a long time (4) three days ago (4) first time since (4) looked like someone (4) door closed behind (4) made a small sound (4) hands wrapped around (4) room felt smaller (4) looked almost like (3) know," she said finally (3) couldn't tell anymore (3) road stretched ahead (3) still on the floor, still (3) twenty minutes later (3) fingers tightened around (3) felt something cold (3) stopped a few feet away (3) six months ago (3) Two weeks ago (3) face went still (3) hard enough to hurt (3)

Top Bigrams

like something (34) like someone (25) voice cracked (23) hands shaking (21) mara said (18) said nothing (17) silence stretched (15) could name (15) something wrong (15) quiet long (13) one thing (12) said name (12) said something (11) one day (11) phone buzzed (11) voice flat (11) stared ceiling (11) hand found (11) would come (10) expression change (10) word hung (9) one hand (9) face unreadable (9) every day (8) nothing happened (8) one one (8) stopped started (8) neither moved (8) jaw tightened (8) stopped noticing (7)

Top Trigrams

something else something (10) three years ago (8) quiet long moment (8) two weeks ago (7) looked long moment (7) sat edge bed (6) said finally know (5) arms wrapped around (5) looked first time (5) long time ago (5) two years ago (5) word hung air (5) looked like something (5) came could stop (4) something could name (4) quiet long time (4) said voice came (4) mouth opened closed (4) three days ago (4) way looked like (4) could see face (4) first time since (4) looked like someone (4) face pale eyes (4) looking like something (4) like said something (4) door closed behind (4) made small sound (4) expression could read (4) eyes closed breathing (4)
##### research-grok-next-1112b

Most Similar To:

research-grok-next-lmarena-1108b (distance=0.672)
moonshotai/Kimi-K2-Instruct (distance=0.757)
moonshotai/Kimi-K2.5 (distance=0.784)
moonshotai/Kimi-K2.6 (distance=0.785)
grok-4.20-beta (distance=0.790)

Top Repetitive Words

rasped marisol flinches viewport creaked clattered elias buzzes limped flickered hissed nightgown mara croak duffel tiktok mutters humming laundromat floorboards unbuttoned lunged heartbeats kneels crouched gills knelt bruise smelled tilts thud dimmed hoodie sharpie freckles shrugs muttered leaned crawls hermes flinch knuckles nods fluttering whispered curled spirals flicked crate laces

Top Repetitive Phrases

pupils blown wide (5) took one step (5) one last time (5) hard enough to bruise (4) wiped his mouth with the back (4) stood there a long time (4) gonna kill (3) still smells like (3) like something inside (3) like war paint (3) like someone pulled (3) voice sounds like (3) said without looking (3) like it might bite (3) Sounds like gravel (2) Last thing I see (2) smelled of wet wool (2) said, voice rough (2) like someone just told (2) Close enough to smell (1) like reading braille (1) Hard enough to bruise (1) smelled wet wool (1) like she was reading braille (1) like she’s reading braille (1) last thing I see (1) stood a long time (1) like they might bite (1) like nothing had happened (1) sounds like gravel (1)

Top Bigrams

smells like (53) like someone (35) gon na (19) unknown number (19) tastes like (19) last night (18) one hand (17) says voice (15) slow like (14) eyes red (13) like something (11) like man (11) slow deliberate (11) voice cracking (11) like waiting (11) like broken (11) phone buzzes (10) like dying (10) tasted like (10) voice cracked (9) door open (8) like rust (7) voice cracks (7) like kid (7) voice small (7) voice rough (7) mouth back (7) voice flat (7) chest like (7) leaving red (6)

Top Trigrams

wiped mouth back (5) pupils blown wide (5) one last time (5) stood long time (5) took one step (5) hard enough bruise (5) said voice flat (4) like might bite (4) said voice rough (4) like reading braille (4) still smells like (3) voice sounds like (3) sounds like gravel (3) like someone told (3) like war paint (3) like someone pulled (3) like nothing happened (3) said without looking (3) close enough smell (3) like something inside (3) last thing see (3) smelled wet wool (3) gon na kill (3)
##### gpt-5.2

Most Similar To:

gpt-5.4-nano (distance=0.716)
gpt-5.4-mini (distance=0.755)
gpt-5.5 (distance=0.780)
polaris-alpha (distance=0.780)
gpt-5.4 (distance=0.809)

Top Repetitive Words

mara prickled twitched creaked flicked rasped murmured throbbed hissed tightened exhaled flinched prickle flickered unkindly tingled ached rook sato whispered hummed sagged hovered rowan steadiness leaned muttered blinked steadying steadied floorboard glanced clenched brine nodded lurched stared crouched gaze chirped snorted trembled buzzed humorless sharpened hesitated faintly stilled venn gestured

Top Repetitive Phrases

mouth went dry (26) Mara’s eyes flicked (18) fingers tightened around (14) said, voice low (11) made a small sound (10) Mara’s mouth tightened (9) Mara’s eyes narrowed (9) said, voice rough (8) blood went cold (8) eyes flicked toward (8) Mara’s throat tightened (8) head snapped toward (7) felt heat rise (7) mouth tasted like (7) eyes flicked to Mara (7) took a step toward (6) said, voice flat (6) Mara leaned forward (6) said, voice tight (6) gaze flicked to Mara (6) pushed the door open (5) smelled like wet (5) gaze flicked toward (5) fingers closed around (5) moved without thinking (5) something like grief (5) voice stayed even (5) looked away, jaw (5) away, jaw working (5) belonged to someone else (5)

Top Bigrams

mara said (147) throat tightened (67) mara eyes (55) gaze flicked (54) phone buzzed (50) like someone (45) said mara (43) mouth tightened (43) jaw tightened (39) mara mouth (32) mara looked (31) mara stared (30) mara felt (30) mara gaze (26) stomach dropped (26) looked mara (22) mara stood (21) mara voice (21) said name (21) mara nodded (20) jaw worked (20) one hand (20) unknown number (20) mara whispered (19) mara turned (18) chest tightened (18) stomach tightened (18) mara stepped (17) mara leaned (17) mara hand (17)

Top Trigrams

mouth went dry (26) mara eyes flicked (18) fingers tightened around (14) said voice low (12) mara said voice (12) made small sound (10) said voice rough (10) eyes flicked mara (10) said voice sounded (9) mara mouth tightened (9) mara eyes narrowed (9) said voice cracked (8) eyes flicked toward (8) blood went cold (8) mara throat tightened (8) felt heat rise (7) looked like wanted (7) gaze flicked face (7) mouth tasted like (7) stared long moment (7) said mara eyes (7) head snapped toward (7) said voice tight (6) took step toward (6) eli said voice (6) made skin crawl (6) phone buzzed pocket (6) text unknown number (6) felt stomach drop (6) gaze flicked mara (6)
##### claude-sonnet-4.5

Most Similar To:

claude-opus-4-5-20251101 (distance=0.730)
zai-org/GLM-5.1 (distance=0.766)
minimax/minimax-m2.5 (distance=0.768)
openrouter/pony-alpha (distance=0.774)
deepseek-ai/DeepSeek-V4-Flash (distance=0.777)

Top Repetitive Words

bioluminescent gestured grunted buzzes ashford luminescent hauler airlock webb exhaled progressions unreadable buzzed cataloging tightens glanced marcus tilts grins nodded blinks pulsing emma coiled clenched chen tightened nods gasping doorway leaned she'd hallway stares blinked hammering shaking branching stared quieter curled paused fungal geometric towers leans hoodie smelled radiator trailed

Top Repetitive Phrases

something else, something (7) look like shit (5) three years ago (5) ten feet away (4) Three years ago (4) words landed like (4) quiet for a long moment (4) three days later (4) three weeks ago (3) Close enough to feel (3) three days ago (3) Three weeks ago (3) Close enough to touch (2) Like nothing happened (2) like nothing happened (2) face did something complicated (2) Close enough to see (2) Close enough to smell (2) put my head in my hands (2) looked at me for a long moment (1) like nothing had happened (1) close enough I can smell (1) close enough that she can see (1) face do something complicated (1) looked at them for a long moment (1) put his head in his hands (1) looked at him for a long moment (1) close enough to see (1) face does something complicated (1) put their head in their hands (1)

Top Bigrams

hands shaking (23) someone else (16) smells like (15) breathing hard (14) smelled like (14) every day (13) like something (13) one hand (13) three people (13) something might (13) says quietly (12) voice flat (12) met eyes (12) tasted like (11) eight months (11) maybe two (11) marcus webb (10) says finally (10) shaking hands (10) gon na (9) last week (9) like someone (9) chen said (9) four people (9) else something (9) gestured vaguely (8) heart hammering (8) everyone else (8) went still (8) hands shake (7)

Top Trigrams

something else something (9) three years ago (9) three weeks ago (6) like nothing happened (5) look like shit (5) quiet long moment (4) three days later (4) ten feet away (4) close enough see (4) face something complicated (4) put head hands (4) close enough feel (4) words landed like (4) three days ago (3) close enough smell (3) close enough touch (3) nothing happened like (3) looked long moment (3)
##### horizon-alpha

Most Similar To:

gpt-5-2025-08-07-high-reasoning-high-reasoning (distance=0.733)
polaris-alpha (distance=0.800)
gpt-5-2025-08-07 (distance=0.815)
gpt-5.2 (distance=0.821)
gpt-5-mini-2025-08-07 (distance=0.823)

Top Repetitive Words

hiccuped prickled hummed skittered kade sera flinched hissed mara exhaled handprint flickered murmured flicked rowan hums creaked thumped unkindly steadied twitched thrum recycler stuttered gestured peephole winced squeaks stilled slid culvert grimaced tugged wrongness ledger blinked breathed squeaked chalkboard sagged palmed nodded glanced soot slivers buzzed neatness thumbed vibrated wobbled

Top Repetitive Phrases

made a sound like (9) like someone else (6) made a noise like (6) looked like someone (5) said without looking (5) phone buzzed with a text (5) air smelled like (5) made me feel like (5) one last time (5) smiled without teeth (4) like a living thing (4) hard enough to make (4) smiled without humor (4) said, without looking (4) like a held breath (4) like a question mark (4) sound like someone (4) said, voice flat (3) smelled like wet (3) something like respect (3) made it sound like (3) like a punctuation mark (3) said, apropos of nothing (3) sound like a sigh (3) something like relief (3) said, almost smiling (3) made it look like (3) always smelled like (3) long enough to feel (3) mouth went dry (3)

Top Bigrams

like someone (70) mara said (42) like man (40) like person (36) phone buzzed (29) said one (23) said something (20) said could (19) like people (16) said nothing (15) like cat (14) like prayer (13) smiled without (13) like something (12) counter like (11) like weather (11) said would (10) like dare (10) unknown number (10) like magician (10) sent photo (9) like coin (9) like blessing (9) one hand (9) two men (9) like promise (9) said name (9) like punctuation (8) phone face (8) said softer (8)

Top Trigrams

made sound like (12) said without looking (9) made feel like (7) phone buzzed text (7) like someone else (6) made noise like (6) put phone face (6) like held breath (5) said almost smiled (5) said something like (5) looked like someone (5) made look like (5) one last time (5) air smelled like (5) said sounded like (4) said made face (4) like question mark (4) hard enough make (4) smiled without teeth (4) closed eyes saw (4) said voice small (4) sound like someone (4) like living thing (4) smiled without humor (4) make sound like (4) something like respect (4) always smelled like (3) said voice flat (3) said like someone (3) stood long enough (3)
##### research-grok-next-lmarena-1108b

Most Similar To:

research-grok-next-1112b (distance=0.672)
moonshotai/Kimi-K2.6 (distance=0.795)
moonshotai/Kimi-K2-Thinking (distance=0.796)
grok-4.20-beta (distance=0.799)
Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.802)

Top Repetitive Words

rasped creaked croaked cassock clinking streetlight straddled airlock crusted dripped hoarse flinched smelled howled headboard crouched snot knelt stank moth stared curled humming whispered hoodie groaned bulkhead bruise snorted barefoot leaned yanked sharpie blinked lullaby clawed crawled muttered licked reins jerked panting twitching propped nodded flicking thump flinch luna soaked

Top Repetitive Phrases

took one look (6) voice sounds like (5) sounds like someone (5) like someone else (5) never looked back (4) laughed once, a sound like (4) knife in one hand (4) screen went dark (4) hard enough to bruise (3) like tearing paper (3) said, voice cracking (3) like battery acid (3) made a sound like (3) like a kicked dog (3) mouth tastes like (2) buried her face in his neck (2) mouth tasted like (2) Close enough to smell (2) like he’s reading braille (1) close enough to smell (1) like he’s been waiting years (1) like she’d been waiting years (1) buried his face in her neck (1) never once looked back (1) mouth that tastes like (1) mouth with the back of her hand (1) Close enough she could (1) like he was reading braille (1) looked at her then, really looked (1) close enough now that she could (1)

Top Bigrams

smelled like (37) smells like (36) like someone (33) tastes like (29) one hand (22) like trying (19) last night (18) gon na (15) chest like (14) voice cracked (14) like baby (13) like man (13) tasted like (13) behind eyes (13) like something (11) slow like (11) like cat (11) like waiting (10) like dog (9) says voice (9) kissed forehead (9) still wet (9) group chat (8) starts crying (8) like kid (8) like wet (8) like broken (8) curled around (8) cracked open (8) gentle like (7)

Top Trigrams

like someone else (7) took one look (6) looked really looked (5) voice sounds like (5) sounds like someone (5) never looked back (5) screen went dark (4) said voice cracked (4) say voice sounds (4) mouth tastes like (4) knife one hand (4) close enough smell (4) buried face neck (4) laughed sound like (4) went dark opened (3) mouth back hand (3) felt throat close (3) made sound like (3) like tearing paper (3) hands shaking bad (3) said voice cracking (3) like waiting years (3) like kicked dog (3) mouth tasted like (3) like reading braille (3) like battery acid (3) hard enough bruise (3) close enough could (3)
##### zai-org/GLM-5

Most Similar To:

openrouter/pony-alpha (distance=0.668)
zai-org/GLM-5.1 (distance=0.715)
deepseek-ai/DeepSeek-V4-Pro (distance=0.723)
MiniMaxAI/MiniMax-M2.1 (distance=0.741)
minimax/minimax-m2.5 (distance=0.756)

Top Repetitive Words

viewscreen viewport flickered hummed crackled firelight ached gestured doorframe creaked unreadable sidearm workbench steadied flinched elena nodded streetlight maya she'd crouched marta knelt hissed exhaled marcus trembled vance clasped stared paused seeping tightened groaned trembling flinch hesitated bulkhead buzzed bandages who'd hunched antiseptic glanced doorway tremor leaned rearranging blinked soles

Top Repetitive Phrases

spent three years (8) door closed behind (7) said without turning (6) sat on the edge of the bed (5) something else entirely (5) silent for a long moment (5) hand tightened around (4) sitting on the edge of the bed (4) could see the tension (4) quiet for a long moment (4) something else, something (4) one hand on the wall (4) word hung in the air (4) words hung in the air (4) whatever came next (4) could feel the weight (4) eyes moved across (4) One, two, three (4) studied her for a long moment (4) already moving toward (3) never come back (3) held my gaze for a moment (3) see the tension in her shoulders (3) tension in her shoulders, the way (3) chest like a stone (3) breathing slow and even (3) could see the glint (3) voice cracked on the word (3) around her shoulders, her face (3) sat back on her heels (3)

Top Bigrams

voice cracked (28) voice flat (25) marcus said (19) hand found (18) one hand (15) silence stretched (13) like something (12) voice steady (12) would come (11) said nothing (11) one thing (11) face unreadable (11) held gaze (11) every day (10) hands steady (10) know would (9) said something (9) something shifted (9) phone buzzed (9) clock wall (9) already moving (9) said could (8) jaw tightened (8) quiet long (8) stopped swallowed (7) years silence (7) next morning (7) gestured vaguely (7) fingers moving (7) said one (7)

Top Trigrams

something else something (10) spent three years (8) door closed behind (8) one two three (7) sat edge bed (7) said without turning (6) studied long moment (6) something else entirely (5) three days ago (5) silent long moment (5) okay said okay (5) said voice cracked (5) could feel weight (5) could see face (5) held gaze moment (4) going ask questions (4) hair pulled back (4) could see way (4) words hung air (4) eyes moved across (4) quiet long moment (4) long moment nodded (4) something twist chest (4) said voice came (4) word hung air (4) one hand wall (4) sitting edge bed (4) whatever came next (4) said voice flat (4) something looked like (4)
##### mimo-v2-pro

Most Similar To:

deepseek-ai/DeepSeek-V4-Pro (distance=0.756)
zai-org/GLM-5.1 (distance=0.760)
openrouter/pony-alpha (distance=0.770)
zai-org/GLM-5 (distance=0.771)
claude-opus-4-6 (distance=0.771)

Top Repetitive Words

maren blankness unlatched creaked hummed flickered creak mara ached viewport purred scuffed buzzed deadbolt creaks humming dripped priya streetlights glowed unreadable nodded scuff storefronts faucet stuttered floorboards purring thorne smelled bulkhead doorway crouched stared aris blinked breathed groaned nightstand knuckles notebook faintly she'd shallows laundromat paused iridescent hunched knelt flicker

Top Repetitive Phrases

something else, something (13) sat at the kitchen table (9) sitting on the edge of the bed (6) first time in a long (6) time in a long time (6) air smelled like (6) hands wrapped around (5) looked like someone (5) said the word like (5) something I couldn't name (4) door closed behind (4) like a held breath (4) Close enough that I could (4) turned and walked back (3) flicker of something that might (3) silence that followed was different (3) like a third person (3) like water finding (3) wanted to say something (3) hung in the air like (3) could see it in the way (3) tightening around the eyes (3) pushed the door open (3) read it three times (3) looked at him for a long moment (3) water tasted like (3) reached into his pocket and pulled (3) made me feel like (2) took a sip of her coffee (2) said it flatly, without (2)

Top Bigrams

leo said (42) like someone (30) like something (27) else something (23) lay dark (22) phone buzzed (18) walked home (18) tasted like (18) nothing happened (17) cat looked (17) said nothing (16) house quiet (16) made tea (15) listened house (14) door open (14) said something (13) closed notebook (13) everything fine (13) wiped counter (12) something vast (12) one hand (12) like man (12) neither moved (12) looked gray (12) old wood (12) door locked (11) wrong like (11) every day (10) would come (10) unknown number (10)

Top Trigrams

something else something (22) sat kitchen table (11) sitting edge bed (8) close enough could (7) went bed lay (7) bed lay dark (7) air smelled like (6) first time long (6) time long time (6) hands wrapped around (6) looked like someone (5) could see way (5) said word like (5) door closed behind (5) everything fine everything (5) looked long moment (5) wiped back hand (4) smelled like old (4) water tasted like (4) phone buzzed looked (4) closed eyes listened (4) took sip coffee (4) something could name (4) said voice flat (4) like held breath (4) window could see (4) made feel like (4) said without looking (4) moment looked like (4) looked like man (3)
##### claude-opus-4.1

Most Similar To:

claude-sonnet-4.5 (distance=0.787)
moonshotai/Kimi-K2-Thinking (distance=0.806)
claude-opus-4-5-20251101 (distance=0.814)
research-grok-next-lmarena-1108b (distance=0.831)
deepseek-ai/DeepSeek-V4-Flash (distance=0.837)

Top Repetitive Words

recycler wrongness buzzes wheeze fibonacci tenderloin hungrier rosa pudding spirals heartbeats muttered buzzed seventeen marcus grinned nods bins whispered posh corrects ventilator fingernails tesco she'd twitching smelled blinked morphine stared freezer sneakers humming forty footprints breathes pennies ants bile leans breathed brick notebook tuesdays typed paused swallows hers tilted calculating

Top Repetitive Phrases

three weeks ago (6) look like shit (4) looks exactly like (4) Nothing makes sense (4) sharp enough to cut (2) three days ago (2) something else, something (2) Makes a sound like (2) Three days ago (1) Sharp enough to cut (1) makes a sound like (1) sense" "Nothing makes (1) looks EXACTLY like (1) makes this sound like (1)

Top Bigrams

like someone (27) tastes like (23) smells like (19) ca stop (16) someone else (15) phone buzzes (14) one one (14) wrong like (14) goes back (12) trying hard (12) last week (11) smell like (11) else something (10) unknown number (9) seventeen minutes (9) sleep ca (9) phone rings (9) says voice (9) still warm (9) tuesday tuesday (8) tell anymore (8) nothing everything (8) makes sound (8) eyes water (8) question mark (8) ca sleep (8) wrong wrong (8) oh fuck (7) like something (7) like copper (7)

Top Trigrams

something else something (9) three weeks ago (6) looks exactly like (5) nothing makes sense (4) makes sound like (4) look like shit (4) sense nothing makes (3) three days four (3) three days ago (3) sharp enough cut (3)
##### moonshotai/Kimi-K2-Thinking

Most Similar To:

Qwen/Qwen3.5-27B (distance=0.789)
research-grok-next-1112b (distance=0.794)
research-grok-next-lmarena-1108b (distance=0.796)
Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.798)
zai-org/GLM-5.1 (distance=0.799)

Top Repetitive Words

throbbed hums crackled creaked hummed scuff flickered airlock flickers ached hissed hisses dishwasher blinks tuck shuddered bodega lena vance laces mira vasquez humming crate molars tremor flinch sovereigns smelled coughed coughs frayed she'd gable crumpled typed snorted muttered ledger voss wheezing blinked who'd vibrate leaned coiled doorway sardines rusted cuff

Top Repetitive Phrases

made a sound like (4) smelled like ozone (4) three days ago (3) tears running down her face (3) mouth with the back of her hand (2) Inside, the air was thick (2) thought I could make (2) something else, something (2) two weeks ago (2) two years ago (2) mouth with the back of his hand (1) made my teeth hurt (1) Three days ago (1) made her teeth hurt (1) Thought I could make (1) made him sound like (1) made his teeth hurt (1) wet sound like (1) Two weeks ago (1) wet sound, like (1) Two years ago (1)

Top Bigrams

smells like (40) last thing (34) sound like (32) ca remember (26) smelled like (23) tasted like (22) eyes open (18) like something (17) tastes like (16) last night (14) made sound (14) smell like (13) says like (12) hands shaking (12) close eyes (12) feels like (11) one one (10) press button (10) left one (10) six hours (10) someone else (10) comes back (10) voice flat (9) behind counter (9) lot things (9) right one (8) last week (8) one missing (8) question mark (8) one still (8)

Top Trigrams

something else something (6) made sound like (5) three days ago (4) smelled like ozone (4) thought could make (3) two weeks ago (3) mouth back hand (3) two years ago (3) tears running face (3) made teeth hurt (3) wet sound like (3) inside air thick (3)
##### gemini-3-pro-preview

Most Similar To:

zai-org/GLM-4.7 (distance=0.709)
healer-alpha (distance=0.729)
zai-org/GLM-4.7-Flash (distance=0.735)
XiaomiMiMo/MiMo-V2-Flash (distance=0.746)
gemini-3-flash-preview (distance=0.748)

Top Repetitive Words

datapad rasped scritch wheezed hissed grunted vance muttered thrum silas droned flickered vane clattered vibrated creaked flinched murmured deadbolt groaned whispered whimpered squinted terrifyingly shrieked viewport thud stammered hummed screeched scrubbers workbench airlock rumbled thump squeaked winced gestured dryly lunged shivered flickering blinked gasped growled wincing limped leaned sighed gravelly

Top Repetitive Phrases

one last time (6) voice lacked conviction (5) like a physical blow (5) eyes locking onto (4) took a step forward (4) took a step toward (4) said, stepping closer (4) eyes snapped open (4) said, his voice dropping (4) squeezed her eyes shut (4) heavy steel door (4) gripped the steering wheel (4) could feel the heat (3) smile spread across (3) feel the heat radiating (3) took a deep breath (3) said, her voice flat (3) reached into his pocket and pulled (3) said, her voice trembling (3) Outside, the wind howled (3) waited until the footsteps faded (3) looked less like (3) adrenaline was fading, leaving (3) gestured vaguely toward (3) looked around the room (3) whispered to the empty room (3) room went silent (3) knuckles turned white (3) line clicked dead (3) said, his voice rough (2)

Top Bigrams

door open (19) pocket pulled (15) voice dropping (12) looked hand (10) oh god (9) gone replaced (9) thud thud (8) whispered voice (8) voice trembling (8) voice flat (8) second man (7) heavy steel (7) like physical (7) knuckles white (7) air pressure (7) voice cracking (7) neon sign (7) looked dead (7) called voice (7) gasping air (7) looked door (7) dead weight (7) like wet (7) door groaned (6) voice lacked (6) scrambled backward (6) heat radiating (6) looked grey (6) one hand (6) vanished replaced (6)

Top Trigrams

said voice dropping (7) squeezed eyes shut (7) said voice flat (7) reached pocket pulled (7) one last time (6) like physical blow (5) voice lacked conviction (5) took step forward (4) pulled arm back (4) took step toward (4) heavy steel door (4) eyes snapped open (4) thud thud thud (4) gripped steering wheel (4) rolled onto back (4) said voice trembling (4) said stepping closer (4) said voice rough (4) one two three (4) said voice sounding (4) eyes locking onto (4) looked really looked (4) said voice steady (4) said took step (3) sound like gunshot (3) room went silent (3) wrapping arms around (3) knuckles turned white (3) said voice devoid (3) whispered empty room (3)
##### grok-4.20-beta

Most Similar To:

mistralai/Mistral-Small-4-119B-2603 (distance=0.768)
moonshotai/Kimi-K2.6 (distance=0.785)
research-grok-next-1112b (distance=0.790)
gpt-5-chat-latest-2025-08-07 (distance=0.790)
polaris-alpha (distance=0.791)

Top Repetitive Words

korr creaked viewport voss throbbed lamplight flickered firelight twitched crackled hummed ached clattered hissed gleamed glowed muttered bioluminescence grunted mara coveralls whispered dripped crouched creak hoarse fluttered flicked buzzed stared riley murmured lunged trembled stubbed winced clutched smelled hovered twitchy flinched airlock pulsed gestured gloved leaned growled howled flinching slits

Top Repetitive Phrases

one last time (19) could see the faint (8) first time since (8) took one look (7) smelled like old (6) like an old friend (5) sent fresh pain (5) smelled like wet (5) said, voice low (5) something almost like (5) like it belonged to someone (5) belonged to someone else (5) gonna make (5) looked exactly like (4) starting to feel like (4) whatever came next (4) studied him for a long moment (4) quiet for a long time (4) words landed like (4) hands were shaking so badly (4) first time in years (4) nodded like that made (4) without looking back (4) felt like something (4) caught the light like (4) felt something cold (4) like a third person (3) rain had eased to a drizzle (3) faint metallic tang (3) quiet except for the rain (3)

Top Bigrams

word count (88) like something (28) like someone (26) one hand (24) gon na (23) like man (18) crooked smile (18) phone buzzed (16) like belonged (16) thing wearing (13) nothing happened (13) see faint (13) felt heavier (11) quiet except (11) two men (10) deck plates (9) door open (9) wet sound (9) one one (9) behind ribs (8) landed like (8) like accusation (8) felt words (8) smiled small (8) pressed forehead (8) outside rain (8) small tired (7) words landed (7) rain eased (7) almost gentle (7)

Top Trigrams

one last time (19) could see faint (10) first time since (8) looked really looked (8) close enough could (8) something almost like (7) like belonged someone (7) took one look (7) smelled like old (6) said voice low (6) belonged someone else (6) enough could see (6) broke apart breathing (6) said voice came (5) smelled like wet (5) hands shaking badly (5) words landed like (5) sent fresh pain (5) like old friend (5) studied long moment (5) gon na make (5) could hear breathing (4) stared long moment (4) quiet long time (4) finally spoke voice (4) first time years (4) starting feel like (4) said voice cracked (4) nodded like made (4) felt like something (4)
##### Qwen/Qwen3.5-397B-A17B

Most Similar To:

Qwen/Qwen3.5-122B-A10B (distance=0.663)
Qwen/Qwen3.5-27B (distance=0.676)
Qwen/Qwen3.5-35B-A3B (distance=0.702)
healer-alpha (distance=0.760)
zai-org/GLM-4.7-Flash (distance=0.766)

Top Repetitive Words

elara scritch throbbed vane silas creaked flickered viewport hissed vibrated hummed recyclers airlock deadbolt clattered glowed leaned squinted blackwood scrubbers groaned floorboards streetlights exhaled flinched lurched hovered gable thump scuff blinked shuddered smelled gloved seeped gripped lunged flinch throb flickering hiss muttered seeping crouched thud whispered nightstand nodded elena biohazard

Top Repetitive Phrases

silence rushed back (10) voice sounded flat (9) tasted like copper (7) walked around the counter (7) legs felt like (7) smelled like ozone (7) looked less like (6) One, two, three (6) one last time (5) walked around the table (5) door clicked shut (5) short, sharp sound (4) hand hovered near (4) felt like it was filled (4) door slid open (4) knuckles turned white (4) turned away from the window (4) dust motes dancing (4) dry, humorless sound (3) low vibration that traveled (3) could feel the vibration (3) rain sounded louder (3) voice sounded thin (3) pushed the door open (3) could feel the tension (3) Silence rushed back (3) could see the flecks (3) long shadows across (3) hair on his arms stand (3) could feel the heat (3)

Top Bigrams

felt heavy (18) turned tap (15) silence rushed (13) voice rough (13) like ozone (10) sounded flat (9) like copper (9) picked pen (9) leaned counter (9) knuckles white (9) stood knees (8) one hand (8) hand hovered (8) rubbed thumb (8) clicked shut (8) around counter (8) looked exhausted (8) like something (7) door open (7) needed check (7) stood legs (7) wrapped hands (7) walked sink (6) like filled (6) door locked (6) car engine (6) screen flickered (6) heavy like (6) leaned forehead (6) phone buzzed (6)

Top Trigrams

said voice sounded (14) silence rushed back (13) voice sounded flat (9) one two three (9) said voice rough (8) smelled like ozone (7) walked around counter (7) legs felt like (7) said voice low (7) tasted like copper (7) wrapped hands around (7) looked less like (6) felt like filled (6) walked around table (5) door clicked shut (5) wiped mouth back (5) turned tap silence (5) tap silence rushed (5) one last time (5) looked really looked (5) hair arms stand (4) pocket pulled pack (4) mouth back hand (4) door slid open (4) knuckles turned white (4) walked sink turned (4) turned away window (4) closed eyes listened (4) took breath air (4) short sharp sound (4)
##### gemini-3.1-pro-preview

Most Similar To:

gemini-3-pro-preview (distance=0.805)
zai-org/GLM-4.7-Flash (distance=0.806)
zai-org/GLM-4.7 (distance=0.807)
gemini-3.1-flash-lite-preview (distance=0.812)
deepseek-ai/DeepSeek-R1-0528 (distance=0.817)

Top Repetitive Words

plasteel rasped railguns wheezed agonizingly doorframe throbbed terrifyingly hissed calloused shrieked unblinking unbothered unbuckled vibrated linoleum sickeningly elias grunted twitched yellowed concussive rusted rasp violently suffocating floorboards deadbolt agonizing streetlights scavenged hummed railgun croaked ribcage gravelly purred lilt squeaked jagged cloying ached deafening lunged wincing heaving guttural heaved flinched duster

Top Repetitive Phrases

eyes locking onto (7) heavy steel door (6) said, her voice dropping (6) stood perfectly still (6) first time since (5) voice dropping an octave (5) voice entirely devoid (5) said, his voice dropping (5) squeezed my eyes shut (5) breaking eye contact (4) chest heaving violently (4) like a physical blow (4) staring straight ahead (4) hands shaking so violently (3) teeth grinding together (3) whispered, his voice cracking (3) cold sweat breaking (3) sheer, crushing weight (3) said, his voice entirely (3) eyes snapped open (3) spent the last three (3) smearing a fresh streak (3) tasted like ash (3) felt less like (3) said, her voice flat (3) lines around his eyes (3) like a dying dog (3) blinding flash of white (3) Ten minutes later (3) squeezed his eyes shut (2)

Top Bigrams

heavy iron (22) chest heaving (21) voice dropping (20) whispered voice (19) entirely devoid (16) heavy steel (15) heavy boots (15) knuckles white (13) rasped voice (12) bruised ribs (12) locking onto (11) suffocating silence (10) heavy brass (10) entirely gone (10) heavy glass (10) stood perfectly (10) shivering violently (9) sickening crunch (9) trembling violently (9) freezing air (9) smelled intensely (8) screaming protest (8) eyes locking (8) voice entirely (8) heavy canvas (8) completely devoid (8) heavy oak (8) heavy reinforced (7) grabbed heavy (7) agonizingly slow (7)

Top Trigrams

said voice dropping (12) squeezed eyes shut (9) said voice flat (8) stood perfectly still (7) eyes locking onto (7) voice entirely devoid (6) heavy steel door (6) hands shaking violently (5) first time since (5) voice dropping octave (5) eyes wide completely (5) said voice entirely (5) twenty yards away (4) like physical blow (4) breaking eye contact (4) ten minutes later (4) staring straight ahead (4) whispered voice cracking (4) chest heaving violently (4) turned head slowly (4) voice completely devoid (3) kept eyes locked (3) like dying dog (3) blinding flash white (3) teeth grinding together (3) lines around eyes (3) hair plastered forehead (3) hit like physical (3) every time closed (3) time closed eyes (3)
##### moonshotai/Kimi-K2-Instruct

Most Similar To:

moonshotai/Kimi-K2-Instruct-0905 (distance=0.710)
research-grok-next-1112b (distance=0.757)
gpt-5-2025-08-07-high-reasoning-high-reasoning (distance=0.801)
moonshotai/Kimi-K2.5 (distance=0.804)
moonshotai/Kimi-K2.6 (distance=0.815)

Top Repetitive Words

marisol clinks steadies flinches nightshirt flickers hums buzzes creaked windbreaker exhales crackled hissed hisses creaks limps clattered mutters clinking flickered crackles blinks snorts creak fogged faintly flutters topside banister crouched exhaled heartbeats voss trembles drips tilts twitches floorboards metronome pulsing humming flicked hesitates lunged muttered skylight shard gestured flinch groaned

Top Repetitive Phrases

short, one long (7) like someone else (4) one last time (4) like spilled ink (3) took one step (3) like a second heart (3) says, nodding toward (3) warm, almost feverish (2) close enough to see (2) One Mississippi, two (2) Mississippi, two Mississippi (2) close enough I see (1) One Mississippi two (1) Mississippi two Mississippi (1) Warm now, almost feverish (1) warm now, almost feverish (1)

Top Bigrams

smells like (38) like someone (21) tastes like (20) someone else (20) last night (14) voice cracks (13) like wet (13) says voice (13) short one (13) like tiny (12) duct tape (11) one hand (10) vending machine (10) still warm (10) behind eyes (10) phone buzzes (9) like dying (9) empty except (9) like mouth (8) left long (8) somewhere behind (8) like heartbeat (7) inside single (7) something metallic (7) water runs (7) quiet except (7) glowing like (7) already moving (7) like broken (7) boots still (6)

Top Trigrams

short one long (7) like someone else (4) one last time (4) warm almost feverish (4) close enough see (3) says nodding toward (3) one mississippi two (3) mississippi two mississippi (3) took one step (3) like second heart (3) like spilled ink (3)
##### deepseek-ai/DeepSeek-V3.2

Most Similar To:

deepseek-ai/DeepSeek-V3.2-Exp (distance=0.750)
deepseek-ai/DeepSeek-V3.1 (distance=0.750)
zai-org/GLM-4.6 (distance=0.772)
XiaomiMiMo/MiMo-V2-Flash (distance=0.772)
hunter-alpha (distance=0.781)

Top Repetitive Words

elara kael aris snick lamplight jangled viewport skittering thrum gleamed gestured flickered crackled grunted vibrated hissed flinched thorne airlock rasp seeped hummed tinny glowed shrieked hydroponic murmured scalding lunged groaned archivist sodden pulsed unreadable maya featureless trembled muttered clink luna thud ajar hiss bulkhead darted whispered rustle gesturing nodded frantic

Top Repetitive Phrases

took a step back (7) took a step closer (6) first time since (6) smile touched her lips (5) heart hammered against her ribs (4) said, his voice flat (4) turned and walked away (3) Two days later (3) felt less like (3) gaze was a physical pressure (3) nodded, a short, sharp (3) ghost of a smile touched (3) said, her voice low (3) gave a single, sharp (3) single, sharp nod (3) said, his voice barely (3) without another word (3) eyes wide behind (3) said, her voice cutting (3) said, his voice low (2) finally met his eyes (2) felt, for the first time (2) voice barely a whisper (2) smile touched his lips (2) heart hammered against his ribs (2) said, her voice barely (2) looked like he hadn’t slept (2) said, his voice a low (2) knuckles were white where she gripped (2) air was thick with the smell (2)

Top Bigrams

said voice (80) asked voice (18) voice low (18) voice flat (16) said words (16) face mask (12) gone replaced (11) heart hammered (10) data point (9) new sound (9) phone buzzed (9) smile touched (9) voice quiet (9) grey eyes (9) soft thud (8) short sharp (8) air smelled (8) hung air (8) silence followed (8) hammered ribs (7) said nothing (7) voice raw (7) gave single (7) voice dry (7) touched lips (7) less like (7) voice calm (7) step closer (7) low resonant (6) knuckles white (6)

Top Trigrams

said voice low (8) smile touched lips (7) took step back (7) heart hammered ribs (7) took step closer (6) first time since (6) said voice flat (5) said voice barely (5) two days later (5) finally met eyes (4) turned walked away (4) close could see (4) said voice loud (3) said voice cutting (3) felt first time (3) knuckles white gripped (3) ghost smile touched (3) looked like slept (3) eyes wide behind (3) without another word (3) looked first time (3) silence left behind (3) air thick smell (3) eyes squeezed shut (3) gaze physical pressure (3) gave single sharp (3) single sharp nod (3) voice barely whisper (3) nodded short sharp (3) felt less like (3)
##### gpt-5-chat-latest-2025-08-07

Most Similar To:

chatgpt-4o-latest-2025-03-27 (distance=0.751)
polaris-alpha (distance=0.758)
mistralai/Mistral-Small-4-119B-2603 (distance=0.782)
Qwen3-Max-2025-09-24 (distance=0.790)
grok-4.20-beta (distance=0.790)

Top Repetitive Words

sidelong shimmered murmured faintly flickered viewport twitched hissed crouched mara squinted hummed vance gestured muttered grunted glanced fogging motes exhaled flicked creak leaned elias airlock unreadable darted blinked grinned glint seeped flexed mismatched clattering clung glowed groaned sill muffled barked tugged hunched kindling faint glancing slid sipped tendrils buzzed crate

Top Repetitive Phrases

said without looking (8) said, voice low (5) without looking back (3) one hand still (3) stepped forward anyway (3) sound came again: a low (2) leaned back in his chair (2) leaned back, chair (1) sound came again—closer, from the low (1) like he knew exactly (1) like it knew exactly (1) leaned back in my chair (1) like they knew exactly (1) said, without looking (1)

Top Bigrams

without looking (22) next morning (17) one hand (17) like someone (17) said without (17) voice low (15) tilted head (14) said could (11) smelled faintly (11) cold air (11) gon na (10) smelled like (10) loud enough (9) smiled faintly (8) without asking (8) like knew (8) stepped closer (8) said nothing (7) eyes flicking (7) somewhere outside (7) somewhere behind (7) head tilted (7) air smelled (7) eyes flicked (7) said flatly (7) like something (6) two men (6) next day (6) like waiting (6) said lightly (6)

Top Trigrams

said without looking (9) said voice low (5) leaned back chair (4) like knew exactly (3) one hand still (3) stepped forward anyway (3) without looking back (3) sound came low (3)
##### Qwen3-Max-2025-09-24

Most Similar To:

Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.703)
chatgpt-4o-latest-2025-03-27 (distance=0.735)
Qwen3-Max-2025-09-05 (distance=0.747)
zai-org/GLM-5.1 (distance=0.771)
mistralai/Mistral-Small-4-119B-2603 (distance=0.775)

Top Repetitive Words

thudded thrum pocketknife stilled creaked thudding grunted hummed exhaled glinting hydroponics fogged thermos knelt murmured ached faintly hissed sketchbook flinch slicked hunched flickered mismatched wincing unreadable nodded hesitated gloved muttered glanced flinched crouched snorted trembled seeped paused voss smudged ajar pulsed flicked groaned awning smudge floorboards blinked rusted frayed clenched

Top Repetitive Phrases

said, voice low (11) turned and walked away (8) arms wrapped around (7) without another word (5) first time in years (5) one last time (5) blood went cold (5) Silence settled, thick (4) mouth with the back of his hand (4) first time since (4) took a step forward (4) shoulders hunched like (4) first time in weeks (4) ever feel like (4) said without looking (4) finally met his eyes (4) said, voice tight (4) boots thudding softly (3) stood just inside the door (3) said, voice raw (3) heart hammering against his ribs (3) exhaled, long and slow (3) cast long shadows (3) wiped his mouth with the back (3) gaze for a long moment (3) turned and walked back (3) knees drawn to her chest (3) wrapped around them like (3) like a held breath (3) pulled my hand back (3)

Top Bigrams

voice low (19) arms crossed (16) turned walked (16) one hand (14) like something (13) held gaze (12) breath caught (12) stepped closer (12) next morning (11) silence settled (11) outside rain (11) throat tightened (11) kept walking (11) shoulders hunched (10) bus stop (10) almost smiled (9) turned leave (9) turned eyes (9) asked voice (9) settled thick (8) eyes sharp (8) air thick (8) finally looked (8) last night (8) hands shaking (8) met eyes (8) said nothing (7) stomach dropped (7) voice rough (7) like holding (7)

Top Trigrams

said voice low (12) turned walked away (8) silence settled thick (8) arms wrapped around (7) pulled hand back (7) finally met eyes (6) like holding together (5) one last time (5) blood went cold (5) without another word (5) first time years (5) ever feel like (4) first time weeks (4) almost smiled almost (4) shoulders hunched like (4) took step forward (4) rain softened mist (4) turned eyes bloodshot (4) said voice tight (4) said without looking (4) looked really looked (4) looked looked saw (4) mouth back hand (4) turned walked back (4) first time since (4) silence stretched filled (4) heart hammering ribs (4) wrapped around like (3) finally turned eyes (3) words stuck throat (3)
##### deepseek-ai/DeepSeek-V4-Flash

Most Similar To:

minimax/minimax-m2.5 (distance=0.699)
zai-org/GLM-5.1 (distance=0.728)
claude-opus-4-5-20251101 (distance=0.741)
openrouter/pony-alpha (distance=0.753)
deepseek-ai/DeepSeek-V4-Pro (distance=0.754)

Top Repetitive Words

datapad hummed flickered unreadable crackled clattered treeline elias gestured silas nodded windowsill blinked lydia stared crate doorway paused buzzed rusted smelled flinch tilted cluttered hesitated soles eleanor voss leaned climbed hallway maya scarred comm stood shelves nods bunker entity sighed warmth armchair typed shrugged smiled swung looked wrists walked scar

Top Repetitive Phrases

looked at her for a long moment (14) quiet for a long moment (8) looked at him for a long moment (5) never told anyone (5) quiet for a long time (5) world kept turning (4) went back to work (4) turned and walked away (4) Three days passed (3) words hung in the air (3) say anything else (3) stood there for a long time (3) stood at the front door (3) door swung shut (3) stopped a few feet away (3) door closed behind (3) sat on the edge of the bed (2) something else, something (2) closed the door behind (2) seven years old (2) hair pulled back (2) Seven years old (2) looked at him for a long time (1) anger and something else (1) sat down on the edge of the bed (1) lay on his back and stared (1) back and stared at the ceiling (1) something you couldn't name (1) told himself a lot of things (1) Something she could not name (1)

Top Bigrams

long moment (41) said nothing (30) looked long (25) hands shaking (24) walked door (19) like something (16) stood doorway (16) door open (14) next morning (14) quiet long (14) looked hands (14) else something (13) know would (12) like man (12) face unreadable (12) know name (11) sat silence (11) said something (10) said name (10) stared ceiling (10) morning light (10) says know (10) every day (9) said would (9) one one (9) said one (9) almost smiled (9) anyone else (9) looked tired (9) thought man (8)

Top Trigrams

looked long moment (20) something else something (13) quiet long moment (8) quiet long time (6) long moment said (5) looked long time (5) never told anyone (5) lay back stared (5) back stared ceiling (5) sat edge bed (5) smiled reach eyes (5) hair pulled back (4) went back work (4) turned walked away (4) door closed behind (4) opened mouth closed (4) long time looked (4) stared ceiling thought (4) something could name (4) seven years old (4) world kept turning (4) door swung shut (3) stood front door (3) looked like slept (3) nodded turned walked (3) looked hands shaking (3) stepped aside come (3) know enough know (3) turned face unreadable (3) stopped feet away (3)
##### zai-org/GLM-4.7

Most Similar To:

zai-org/GLM-4.7-Flash (distance=0.686)
gemini-3-pro-preview (distance=0.709)
healer-alpha (distance=0.721)
XiaomiMiMo/MiMo-V2-Flash (distance=0.761)
gemini-3-flash-preview (distance=0.764)

Top Repetitive Words

kael hissed grunted wheezed silas thud thrum creaked mara flickered groaned muttered deadbolt doorframe flinched whispered thwack calloused viewport vibrated twitched terrifyingly floorboards croaked wincing howled clack squinted motes hummed streetlights gestured shuddered shrieked scrubbers eardrums stared trembling murmured growled raspy jagged squeaked smelled julian leaned gasped ajar scuffed creak

Top Repetitive Phrases

took a deep breath (11) ribs like a trapped (10) like a trapped bird (10) took a step forward (7) reached into his pocket and pulled (6) said, his voice low (6) voice sounded like (6) looked around the room (6) said, his voice dropping (6) door clicked shut (6) voice dropping an octave (5) heart hammering against my ribs (5) cold air hit (4) like a physical blow (4) said, his voice trembling (4) said, her voice trembling (4) dust motes dancing (4) squeezed my eyes shut (4) said, turning back (4) stood up and walked to the window (4) three years ago (3) hammering against my ribs like (3) voice sounding thin (3) first time in ten (3) time in ten years (3) knuckles turned white (3) said, his voice small (3) seen better decades (3) looked like a child (3) first time in years (3)

Top Bigrams

kael said (66) julian said (38) heart hammering (21) thud thud (19) tasted like (18) voice flat (13) voice dropping (12) hammering ribs (11) voice trembling (11) trapped bird (10) door open (10) ribs like (10) like trapped (10) air inside (10) really looked (10) metallic tang (9) nothing happened (9) wind howled (9) voice cracking (9) whispered voice (9) looked really (9) looked door (9) kael grunted (8) one hand (8) voice raspy (8) physical blow (8) dust motes (8) silence stretched (8) fingers brushed (8) silence room (8)

Top Trigrams

took deep breath (11) heart hammering ribs (11) said voice low (11) ribs like trapped (10) like trapped bird (10) said voice trembling (9) squeezed eyes shut (9) said voice flat (9) reached pocket pulled (8) thud thud thud (8) said voice dropping (8) took step forward (7) looked really looked (7) voice sounded like (6) looked around room (6) door clicked shut (6) said voice raspy (6) hammering ribs like (6) ten minutes ago (5) said turning back (5) said voice sounding (5) hands shaking badly (5) knees pulled chest (5) voice dropping octave (5) heart hammered ribs (5) dust motes dancing (5) looked first time (5) julian said voice (5) hit like physical (4) said voice small (4)
##### minimax/minimax-m2.5

Most Similar To:

deepseek-ai/DeepSeek-V4-Flash (distance=0.699)
zai-org/GLM-5.1 (distance=0.719)
claude-opus-4-5-20251101 (distance=0.729)
openrouter/pony-alpha (distance=0.733)
MiniMaxAI/MiniMax-M2.1 (distance=0.739)

Top Repetitive Words

creaked voss hummed flickered maren gestured unreadable vasquez flinched pulsed nodded luminescence creak she'd who'd pulsing stared buzzed whispered smelled paused humming smiled leaned doorway blinked scrubbed flicker stillness diner mattered marcus glanced tasted stood tilted hadn't he'd folded scraped damp dishwasher scrape corridor warmth voicemail leftovers glow footsteps walked

Top Repetitive Phrases

quiet for a long moment (12) something I couldn't name (8) quiet for a long time (8) neither of us moved (7) something else, something (6) long time ago (6) never told anyone (5) couldn't see his face (5) close enough that I could (4) came out before I could stop (4) looked like someone (4) knew one thing (4) sat on the edge of the bed (4) something that looked like (4) close enough to touch (4) first time since (4) could feel the warmth (3) whatever came next (3) twenty minutes later (3) air smelled like (3) smelled like dust (3) hands around the cup (3) road stretched ahead (3) hands folded in her lap (3) looked, for the first time (3) could see it in the way (3) long time, staring (3) something I couldn't see (2) expression I couldn't read (2) Close enough to touch (2)

Top Bigrams

like something (41) smelled like (23) else something (22) quiet long (20) said nothing (17) could name (17) way always (17) like someone (14) hands shaking (14) know could (13) looked looked (12) tasted like (12) voice flat (11) could let (10) said could (10) one one (10) waiting something (10) stay said (10) said answer (9) looked hands (9) every day (8) would come (8) two men (8) space us (8) phone buzzed (8) something happened (8) sat dark (8) answer could (8) door open (7) said something (7)

Top Trigrams

something else something (20) quiet long moment (12) something could name (10) quiet long time (8) know know know (7) neither us moved (7) could see face (7) long time ago (6) could see way (6) said know know (6) close enough touch (6) close enough could (6) came could stop (6) sat edge bed (6) never told anyone (5) know know anything (5) hands folded lap (5) something looked like (5) like waiting something (4) hands around cup (4) know going know (4) know going say (4) knew one thing (4) expression could read (4) closed door stood (4) first time since (4) something could see (4) laughed real laugh (4) looked tired looked (4) looked like someone (4)
##### claude-haiku-4.5

Most Similar To:

claude-opus-4-5-20251101 (distance=0.814)
claude-sonnet-4.5 (distance=0.815)
MiniMaxAI/MiniMax-M2.1 (distance=0.816)
openrouter/pony-alpha (distance=0.826)
claude-sonnet-4-6 (distance=0.827)

Top Repetitive Words

unkindly bioluminescent yuki viewport bioluminescence wrongness marcus gestured maya chimed performative she'd cascade shelving iris cataloging tommy preamble methodical flatly nodded who'd candlelight spiraling crate complicit buzzed paused acknowledgment chen sarah complicity corridors nods reeves noticing doorway hallway mercenary he'd containment circumstantial leaned texted corridor tasted glanced documenting unanswered specimen

Top Repetitive Phrases

six months ago (5) three weeks ago (5) could mean something (4) said without preamble (4) walked back toward (4) three years ago (4) hands were shaking slightly (4) felt something shift (4) something else entirely (4) like nothing had happened (3) nothing to say that would (3) quiet for a long moment (3) say anything else (3) makes you feel like (3) something underneath, something (2) something underneath it, something (2) way she couldn't quite (2) three days later (2) something shift in his chest (2) would never know (2) go back to normal (2) go back to your normal (1) would never have to know (1) something shift in her chest (1) without waiting for his response (1) without waiting for a response (1) way he couldn't quite (1) Underneath it: something else (1) without waiting for response (1) underneath it was something else (1)

Top Bigrams

marcus said (95) sarah said (35) someone else (35) like something (26) felt something (22) like someone (21) something wrong (18) said question (16) could quite (14) something marcus (13) made choice (13) hands shaking (13) becoming something (12) said could (11) smells like (11) forty minutes (11) kind person (11) underneath something (10) said nothing (10) marcus looked (10) said something (10) answer immediately (10) tasted like (10) meant something (10) marcus would (9) without preamble (9) make choice (9) next week (8) know something (8) something happened (8)

Top Trigrams

three weeks ago (6) something else something (6) six months ago (5) hands shaking slightly (5) asked know said (5) could mean something (4) something else entirely (4) said without preamble (4) go back normal (4) felt something shift (4) way could quite (4) something underneath something (4) like nothing happened (4) walked back toward (4) three years ago (4) underneath something else (3) without waiting response (3) nothing say would (3) would never know (3) say anything else (3) makes feel like (3) three days later (3) quiet long moment (3) said question yes (3) something shift chest (3)
##### moonshotai/Kimi-K2-Instruct-0905

Most Similar To:

moonshotai/Kimi-K2-Instruct (distance=0.710)
research-grok-next-1112b (distance=0.800)
o3 (distance=0.818)
gpt-5-2025-08-07-high-reasoning-high-reasoning (distance=0.820)
moonshotai/Kimi-K2.5 (distance=0.833)

Top Repetitive Words

guttered clatters buzzes exhales hums hummed heartbeats strobes creaks crackled glinting fogged flickers humming exhaled fogging javi mutters crouched flickered barked hissed gestured muttered dripped throb steadied creak fluttered lullaby hovers flinched detonator murmured limped beading floorboards tilts knelt skylight blinks colourless crate glows mara keyed airlock fleck ajar pocketed

Top Repetitive Phrases

voice cracks like (4) cracks like old (3) someone else’s blood (2) Voice cracks like (2) hands shake so hard (2) Hands shake too hard (1) someone else blood (1)

Top Bigrams

someone else (28) smells like (25) feels like (24) tastes like (20) like someone (19) last night (14) every step (14) still breathing (12) voice low (12) phone buzzes (11) says voice (11) like broken (11) us like (11) behind eyes (10) door open (9) like something (8) across knees (8) voice cracked (8) colour old (7) cracks like (7) like cheap (7) like wet (7) like bad (7) count heartbeats (6) voice cracks (6) last week (6) one speaks (6) heart hammering (6) voice steady (6) paper towel (6)

Top Trigrams

voice cracks like (6) cracks like old (3) hands shake hard (3) someone else blood (3)
##### hunter-alpha

Most Similar To:

healer-alpha (distance=0.745)
Qwen/Qwen3.5-27B (distance=0.757)
deepseek-ai/DeepSeek-V3.1 (distance=0.761)
XiaomiMiMo/MiMo-V2-Flash (distance=0.774)
Qwen/Qwen3.5-122B-A10B (distance=0.775)

Top Repetitive Words

elara datapad maren hummed flickered silas creaked grunted hargreaves hissed elias cataloguing motes glitching airlock chimed flinched creak sludge knelt ached gestured thud glowed lunged ledger whispered groaned nodded smelled stiffened pulsing crouched stared pulsed floorboards muttered linoleum bulkhead faintly blinked crate seeping hesitated leaned humming paused flinch corkscrew gasped

Top Repetitive Phrases

door slid open (6) first time in a long (4) time in a long time (4) door burst open (4) looked like a man (4) look like hell (3) first time since (3) quiet for a long time (3) Two weeks later (3) eyes went wide (3) stood there, breathing hard (3) silence that followed was absolute (3) like a physical blow (3) short, sharp sound (3) said, her voice flat (2) said, his voice low (2) said, his voice quiet (2) hit him like a physical (2) reached into his pocket and pulled (2) laughed, a short, sharp (2) heart hammering against my ribs (2) heart is hammering against my ribs (2) smile that didn't reach her eyes (1) making her look like (1) stood over him, breathing hard (1) making you look like (1) smile again, but it didn’t reach his eyes (1) said, her voice a calm (1) heart was hammering against her ribs (1) said, his voice a low (1)

Top Bigrams

said voice (64) maren said (18) hands shaking (15) smelled like (15) voice flat (14) gone replaced (13) said nothing (12) need see (12) turned walked (12) door open (11) one hand (10) breathing hard (9) hammering ribs (8) short sharp (8) heart hammering (8) almost smiled (8) rain stopped (8) laughed short (7) dust motes (7) flashing lights (7) voice quiet (7) tasted like (7) looked hands (7) sat silence (7) like ash (6) next morning (6) looked smaller (6) wet pavement (6) like man (6) concentric circles (6)

Top Trigrams

heart hammering ribs (7) said voice flat (6) door slid open (6) laughed short sharp (4) first time long (4) time long time (4) said voice quiet (4) said voice sounded (4) said voice low (4) looked like man (4) door burst open (4) stood breathing hard (4) first time since (3) hit like physical (3) like physical blow (3) reached pocket pulled (3) eyes went wide (3) silence followed absolute (3) two weeks later (3) making look like (3) look like hell (3) smile reach eyes (3) short sharp sound (3) stepped aside walked (3) said voice calm (3) quiet long time (3)
##### o3

Most Similar To:

tngtech/DeepSeek-R1T-Chimera (distance=0.799)
deepseek-ai/DeepSeek-R1 (distance=0.816)
moonshotai/Kimi-K2-Instruct-0905 (distance=0.818)
polaris-alpha (distance=0.823)
gpt-5-chat-latest-2025-08-07 (distance=0.830)

Top Repetitive Words

thrummed strobed rasped prickled sluiced glimmered clanged flickered shimmered thudded hissed exhaled vane murmured crackled marisol vibrated strobes creaked gleamed klaxons lamplight steadied shrieked viewport quivered glowed sagged twitched muttered flicked winced hummed fogged thumbed footfalls doorframe limps glinting knelt fluttered fogging grimaced gestured trembled motes flinched squinted wailed smudged

Top Repetitive Phrases

said, voice low (5) like a tuning fork (3) door slid open (3)

Top Bigrams

voice low (14) duct tape (13) behind eyes (13) phone buzzed (12) two fingers (12) folded arms (10) dust motes (9) eyes flicked (9) smells like (9) last night (9) like someone (8) lights flickered (8) heart hammering (8) voice cracked (8) three minutes (8) breath fogging (7) said nothing (7) door open (7) unknown number (7) crouched beside (7) blue light (7) asked voice (7) someone else (7) rain hammered (6) one hand (6) one one (6) roof like (6) wind carried (6) smoke curled (6) outside rain (6)

Top Trigrams

said voice low (5) door slid open (3) like tuning fork (3)
##### gpt-5.3-chat

Most Similar To:

chatgpt-4o-latest-2025-03-27 (distance=0.791)
gpt-5.4-mini (distance=0.802)
gpt-5-chat-latest-2025-08-07 (distance=0.806)
openrouter/pony-alpha (distance=0.815)
zai-org/GLM-5 (distance=0.820)

Top Repetitive Words

halvorsen creaked mara gestured flickered exhaled glanced crackled faintly leaned rippled murmured squinted blinked muttered hummed ledgers nodded floorboard grinned calder shrugged frowned sighed thoughtfully crouched intercom hesitated streetlight flicked approvingly rourke tilted groaned crate streetlights stared drifted laundromat hissed ledger lazily chuckled whispered scrolled snorted tightened buzzed straightened paused

Top Repetitive Phrases

leaned forward slightly (15) first time since (14) turned back toward (10) leaned back in his chair (9) tilted her head slightly (8) leaned back slowly (8) leaned back slightly (7) rubbed the back of his neck (7) looked around the room (6) shook his head slowly (5) gestured vaguely toward (5) room went quiet (5) Yes,” Mara said (5) leaned back in the chair (4) moment neither of them spoke (4) flicked briefly toward (4) looked back toward (4) answer right away (4) air smelled like (3) door shut behind (3) closed his eyes briefly (3) rested one hand (3) inclined her head slightly (3) eyes flicked toward (3) toward the far end (3) door stood slightly (3) stood slightly open (3) closed her eyes briefly (3) stepped forward slightly (3) sat in silence for a moment (3)

Top Bigrams

writing chapter (80) mara said (56) tilted head (35) smiled faintly (31) like someone (28) nodded slowly (27) leaned closer (26) mara asked (20) mara watched (18) said mara (18) forward slightly (18) exhaled slowly (17) stepped closer (17) head slightly (17) glanced toward (16) said nothing (15) mara stood (14) one hand (14) said something (14) followed gaze (14) gestured toward (14) mara looked (13) shifted slightly (13) toward window (13) like something (12) moment neither (12) answer immediately (12) watched carefully (12) mara leaned (11) neither spoke (11)

Top Trigrams

leaned forward slightly (15) first time since (14) leaned back chair (14) turned back toward (10) tilted head slightly (10) leaned back slowly (8) leaned back slightly (7) rubbed back neck (7) moment neither spoke (6) looked around room (6) shook head slowly (6) closed eyes briefly (6) writing chapter night (6) answer immediately instead (5) gestured vaguely toward (5) yes mara said (5) room went quiet (5) inclined head slightly (5) answer right away (4) immediately oh good (4) tilted head toward (4) slowly well said (4) looked back toward (4) flicked briefly toward (4) eyes flicked toward (4) raised one hand (3) brightened immediately oh (3) toward far end (3) something strange happened (3) air smelled like (3)
##### deepseek-ai/DeepSeek-V3.1

Most Similar To:

deepseek-ai/DeepSeek-V3.2-Exp (distance=0.678)
zai-org/GLM-4.6 (distance=0.708)
deepseek-ai/DeepSeek-V3.2 (distance=0.750)
XiaomiMiMo/MiMo-V2-Flash (distance=0.758)
hunter-alpha (distance=0.761)

Top Repetitive Words

elara kael valerius viewport flickered doorframe thrum hissed silas crackled gestured curdled flinched cloying vance rhys hummed acrid undiluted frantic glowed unreadable airlock lunged clenched clutched muttered snarled flicker grimy smudge wordless thump bulkhead hunched groaned whispered trembling chimed murmur bloomed scorch mumbled barked ledger maya thud nodded ragged heaving

Top Repetitive Phrases

Leo said, his voice (7) said, his voice low (6) heart was a frantic drum (6) said, her voice flat (6) took a step forward (6) said, her voice low (6) Maya said, her voice (5) like a physical blow (5) heart hammering against his ribs (5) said, his voice a low (5) blood ran cold (5) felt less like (4) turned and walked away (4) faint, almost imperceptible (4) said, his voice rough (4) heart hammered against his ribs (4) without another word (4) looked less like (4) said, his voice quiet (4) pushed the door open (4) door swung open (3) said, his voice flat (3) breath coming in ragged (3) silence that followed was absolute (3) short, sharp gasps (3) last word like (3) closing the door softly (3) gave a single, slow (3) single, slow nod (3) heart hammering against her ribs (3)

Top Bigrams

voice low (29) leo said (22) maya said (19) voice flat (17) door open (13) gone replaced (13) heart hammering (12) hung air (12) heart frantic (11) voice tight (10) voice quiet (10) less like (10) hammering ribs (9) vance said (9) slow deliberate (9) like physical (9) whispered voice (9) world outside (9) face mask (9) leo watched (8) one thing (8) gave single (8) cold stone (8) finally looked (8) leo saw (7) leo mind (7) frantic drum (7) replaced cold (7) cold sharp (7) vanished replaced (7)

Top Trigrams

said voice low (18) said voice flat (13) leo said voice (9) heart hammering ribs (9) heart frantic drum (7) took step forward (6) something else something (6) without another word (6) heart hammered ribs (5) frantic drum ribs (5) blood ran cold (5) said voice quiet (5) like physical blow (5) maya said voice (5) looked less like (4) turned walked away (4) faint almost imperceptible (4) said finally voice (4) said voice sounding (4) door swung open (4) felt less like (4) pushed door open (4) said voice rough (4) spreading across face (3) took deep breath (3) last word like (3) word like curse (3) breath coming ragged (3) breath coming short (3) landed like physical (3)
##### deepseek-ai/DeepSeek-V3.2-Exp

Most Similar To:

deepseek-ai/DeepSeek-V3.1 (distance=0.678)
zai-org/GLM-4.6 (distance=0.694)
deepseek-ai/DeepSeek-V3.2 (distance=0.750)
XiaomiMiMo/MiMo-V2-Flash (distance=0.763)
NousResearch/Hermes-4-405B (distance=0.786)

Top Repetitive Words

kaelen elara rostova thrum flickered creaked viewport grunted crackled gestured silas rasp curdled vibrated hummed vance furrowed flinched snarled featureless murmured imperceptible unreadable hissed muttered comms thump anya frantic finality glowed darted workbench theo flicker limped blackwood dizzying leaned gaze performative trembling clenched stared flinch maya whispered reginald rustle dawning

Top Repetitive Phrases

said, his voice dropping (7) said, her voice flat (6) said, his voice low (6) something else, something (5) turned and walked away (5) Elara said, her voice (5) blood ran cold (5) heart was a frantic drum (4) said, his voice rough (4) door clicked shut (4) took a deep breath (4) said, his voice a low (4) voice a dry rasp (4) smile touched his lips (4) voice echoing slightly (4) said, her voice low (4) said, his voice thick (4) said, his voice flat (4) tasting like ash (4) voice dropping to a whisper (3) voice a low rumble (3) said, his voice still (3) voice dangerously calm (3) said, my voice flat (3) Every instinct screamed (3) took a step forward (3) felt like a violation (3) bled into one another (3) like a physical weight (3) said, her voice dropping (3)

Top Bigrams

voice low (30) face mask (21) voice flat (19) voice dropping (17) elara said (16) voice tight (12) gone replaced (11) heart hammering (11) gaze fixed (11) elara stood (10) said nothing (10) voice thick (10) physical weight (9) heart frantic (9) physical blow (9) like physical (9) silence stretched (9) stood frozen (9) drum ribs (8) voice rough (8) whispered voice (8) frantic drum (7) one thing (7) expression unreadable (7) phone buzzed (7) slow deliberate (7) stark contrast (7) smile touched (7) elara stared (6) elara mind (6)

Top Trigrams

said voice low (15) said voice flat (14) said voice dropping (10) elara said voice (8) something else something (8) heart frantic drum (7) frantic drum ribs (7) said voice rough (6) heart hammering ribs (5) said voice tight (5) turned walked away (5) blood ran cold (5) said voice still (5) took deep breath (4) said voice echoing (4) voice echoing slightly (4) smile touched lips (4) voice barely whisper (4) door clicked shut (4) voice dry rasp (4) tasting like ash (4) said voice thick (4) heart hammered ribs (4) cold stone gut (4) sound unnaturally loud (4) voice tighter intended (3) shifted weight foot (3) voice low rumble (3) first real thing (3) said words tasting (3)
##### chatgpt-4o-latest-2025-03-27

Most Similar To:

Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.703)
Qwen3-Max-2025-09-24 (distance=0.735)
gpt-5-chat-latest-2025-08-07 (distance=0.751)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.759)
mistralai/Mistral-Small-4-119B-2603 (distance=0.759)

Top Repetitive Words

creaked flickered shimmered hummed thudding crackled blinked nodded firelight faintly mara crouched hesitated gestured exhaled hissed grunted flinched pulsed trembled muttered ached leaned groaned unreadable glowed sidearm stared rusted smirked glanced sipped chimed howled dimmed knelt paused scrawled creak flinch bloomed flickering spirals nightstand humming whispered duffel clenched hunched curled

Top Repetitive Phrases

answer right away (6) sat on the edge of the bed (5) stared at it for a long time (5) turned and walked away (5) door creaked open (5) without another word (4) turned toward the door (3) remember falling asleep (3) reached into his coat and pulled (3) leaned forward, elbows (3) sun dipped low (3) felt something shift (3) single sheet of paper (3) looked at him for a long moment (3) could still feel (3) said, voice low (2) smiled, but it didn’t reach his eyes (2) leaned back in the chair (2) watched her for a long moment (2) sat back on her heels (2) Two days later (2) hands folded in his lap (2) think they’ll come back (2) Outside, the wind picked (2) looked at me then, really looked (1) sat back on my heels (1) like they owed him something (1) like she knew something (1) watched it for a long moment (1) looked at him, really looked (1)

Top Bigrams

stepped closer (30) smelled like (23) like someone (18) one hand (17) said nothing (16) gon na (14) like something (14) smiled faintly (14) next morning (13) mara said (13) stood edge (11) said one (10) silence stretched (10) breath caught (10) air smelled (10) said name (9) reach eyes (9) stood slowly (9) reached touched (9) glowed faintly (8) voice quiet (8) stared long (8) one one (7) low hum (7) reached coat (7) like breath (7) tucked behind (7) next day (7) like waiting (7) jaw clenched (7)

Top Trigrams

stared long time (6) answer right away (6) sat edge bed (6) turned walked away (5) door creaked open (5) looked long moment (4) leaned back chair (4) smiled reach eyes (4) reached coat pulled (4) something else something (4) without another word (4) watched long moment (4) sun dipped low (3) think come back (3) know stepped closer (3) hands folded lap (3) felt something shift (3) could still feel (3) remember falling asleep (3) return address inside (3) single sheet paper (3) breath caught throat (3) two days later (3) like knew something (3) looked like wanted (3) said sat slowly (3) outside wind picked (3) like owed something (3) said voice low (3) turned toward door (3)
##### deepseek-ai/DeepSeek-V3-0324

Most Similar To:

tngtech/DeepSeek-R1T-Chimera (distance=0.716)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.719)
mistral-medium-3.1 (distance=0.720)
deepseek-ai/DeepSeek-R1 (distance=0.724)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.731)

Top Repetitive Words

medbay creaked rasped glinted crackled flickered throbbed twitched exhaled hummed viewport doorframe gleamed stilled floorboard hissed gaped clattered trembled blared yelped voss ached squinted groaned grinned glinting muttered safehouse whirled crouched pulsed lurched buzzed lunged murmured wailed flinched skidded windbreaker recoiled yanked blinked stiffened flicked lena smirked limped clutched pried

Top Repetitive Phrases

door clicked shut (7) door creaked open (6) one last time (6) clicked shut behind (5) finger tightened on the trigger (5) fingers twitched toward (5) door swung open (5) mouth went dry (5) Took you long enough (5) took a step forward (4) mouth tasted like (4) breath smelled like (4) like a wounded animal (3) slamming the door behind (3) casting jagged shadows (3) pulse roared in her ears (3) made a noise like (3) hung in the air like (3) door locked behind (3) made a choked noise (3) kept pace beside (3) fingers tightened around (3) smile didn't reach his eyes (2) pupils were blown wide (2) Dawn bled across (2) Blood seeped between his fingers (2) voice was barely audible (2) smile didn’t reach her eyes (2) mouth with the back of their hand (1) Blood seeped between their fingers (1)

Top Bigrams

phone buzzed (31) gon na (23) hands shook (17) breath hitched (15) last night (15) stepped closer (15) voice cracked (14) smelled like (14) tilted head (14) stomach dropped (11) fingers trembled (10) fingers brushed (10) door creaked (10) went still (10) morning light (10) shut behind (10) radio crackled (9) jaw tightened (9) head snapped (9) stood doorway (9) grabbed arm (9) reach eyes (8) throat tightened (8) okay new (7) exhaled nose (7) bullet grazed (7) smile reach (7) sirens wailed (7) fingers twitched (7) clicked shut (7)

Top Trigrams

door clicked shut (7) one last time (6) smile reach eyes (6) door creaked open (6) took long enough (5) mouth went dry (5) clicked shut behind (5) fingers twitched toward (5) door swung open (5) finger tightened trigger (5) mouth tasted like (4) arm need move (4) breath smelled like (4) took step forward (4) pupils blown wide (4) pulse roared ears (4) kept pace beside (3) dawn bled across (3) made choked noise (3) made noise like (3) hung air like (3) fingers tightened around (3) casting jagged shadows (3) like wounded animal (3) door locked behind (3) mouth back hand (3) blood seeped fingers (3) slamming door behind (3) voice barely audible (3)
##### deepseek-ai/DeepSeek-R1

Most Similar To:

tngtech/DeepSeek-R1T-Chimera (distance=0.656)
RekaAI/reka-flash-3 (distance=0.686)
deepseek-ai/DeepSeek-V3-0324 (distance=0.724)
allenai/Olmo-3.1-32B-Think (distance=0.726)
qwen/qwq-32b (distance=0.729)

Top Repetitive Words

holoscreen kael rasped glinted jangled flickered glinting crackled selene hissed locket lunged reeked creaked throbbed bioluminescent stilled screeched hummed twitched blared panted lamplight glowed clattered recoiled gleamed muttered trembled writhed crouched snarled lila viewport stiffened vibrated shuddered pulsed glitching groaned whirled grunted wailed fraying gestured detonator rippled sputtered streaked palmed

Top Repetitive Phrases

Word count**: 500 *[Note (6) Word Count**: 798 *(Note (6) smile didn’t reach his eyes (4) tasted like ash (3) look like hell (3) laugh was a broken thing (3) smile didn’t reach her eyes (2) Word Count:** 498 *(Note (2) emergency lights bathed (2) air reeked of burnt (2) Word Count:** 598 *(Note (2) Word count**: 498 *[Note (1) count**: 498 *[Note: The chapter (1) Count:** 498 *(Note: The chapter (1) Word Count:** 597 *(Note (1) air that reeked of burnt (1) Word Count:** 798 *(Note (1) Word Count**: 599 *(Note (1) Word Count**: 598 *(Note (1) Word count**: 598 *(Note (1) Word count**: 847 *(Note (1) Count:** 598 *(Note: This chapter (1) Emergency lights bathed (1)

Top Bigrams

word count (38) count note (23) phone buzzed (16) would expand (15) stepped closer (15) throat tightened (10) breath hitched (8) glowed faintly (8) pressed palm (8) voice cracked (8) stood doorway (8) six months (8) reach eyes (7) pressed forehead (7) outside rain (7) glowing like (7) toward exit (7) hands shook (7) arms crossed (7) stepped forward (7) said quietly (7) thumb brushed (6) hologram flickered (6) gon na (6) reeked burnt (6) laugh cracked (6) wan na (6) smile reach (6) stood abruptly (6) fingers brushed (6)

Top Trigrams

word count note (23) smile reach eyes (6) laugh broken thing (3) look like hell (3) emergency lights bathed (3) air reeked burnt (3) count note chapter (3) tasted like ash (3)
##### tngtech/DeepSeek-R1T-Chimera

Most Similar To:

deepseek-ai/DeepSeek-R1 (distance=0.656)
RekaAI/reka-flash-3 (distance=0.704)
deepseek-ai/DeepSeek-V3-0324 (distance=0.716)
allenai/Olmo-3.1-32B-Think (distance=0.724)
qwen/qwq-32b (distance=0.729)

Top Repetitive Words

rasped kael glinted creaked snuffles wheezed hissed stilled flickered drawled crackled shimmered glinting crooned hummed lunged trembled reeked muttered itched twitched gleamed glowed murmured writhed blared flinched clattered floorboard marlowe bioluminescent recoiled lena groaned whimpered wailed snorted buzzed pulsed shuddered slithered vibrated loomed limped whirled faintly shrieked convulsed hesitated airlock

Top Repetitive Phrases

smile didn’t reach her eyes (5) backed toward the door (3) door exploded inward (3) look like shit (3) really wanna (3) knuckles whitened around (3) Got a better idea (3) door creaked open (3) slapped his hand away (2) smile didn’t reach his eyes (1) got a better idea (1) slapped her hand away (1) smile didn’t reach their eyes (1)

Top Bigrams

phone buzzed (25) voice cracked (22) word count (19) gon na (18) stepped closer (18) unknown number (15) smelled like (13) glowed faintly (12) throat tightened (10) caught wrist (10) hands shook (10) wan na (9) jaw tightened (9) stood doorway (9) knelt beside (9) said nothing (8) breath hitched (8) reach eyes (8) tasted like (8) met gaze (8) said flatly (8) glowing faintly (7) smile reach (7) glass shattered (7) voice crackled (7) gaze flicked (7) hand found (7) last night (7) gas station (7) pulsed faintly (6)

Top Trigrams

smile reach eyes (7) got better idea (4) backed toward door (3) door exploded inward (3) look like shit (3) really wan na (3) knuckles whitened around (3) door creaked open (3) slapped hand away (3)
##### deepseek-ai/DeepSeek-R1-0528

Most Similar To:

zai-org/GLM-4.5 (distance=0.684)
NousResearch/Hermes-4-405B (distance=0.786)
minimax/minimax-m2 (distance=0.799)
google/gemini-2.5-flash-preview-05-20 (distance=0.808)
XiaomiMiMo/MiMo-V2-Flash (distance=0.815)

Top Repetitive Words

elara rasped uncurled thrum flickered vibrated viewport unnervingly warred throbbed glinted hissed strobing flinched dully crackled gestured acrid lamplight rictus rasp whimpered pulsed hummed silas grunted cloying lanced stiffly gleamed skittering lunged deadbolt stockroom scrabbling pulsing glowed slicked murmured trembled clattered thudding whirled terrifyingly horrifyingly wincing unblinking trembling coppery yelped

Top Repetitive Phrases

like a physical blow (13) fingers closed around (9) took a step closer (8) took a step forward (7) took another step (7) dust motes dancing (6) voice barely audible (6) felt less like (5) pointed a trembling finger (5) word tasting like (5) flat, devoid of inflection (5) took a step towards (5) blood ran cold (5) long, distorted shadows (5) gaze locked onto (4) voice tight with pain (4) coppery tang of blood (4) tasting like ash (4) one last time (4) like a trapped bird (4) something else, something (4) head snapped around (4) breath came in ragged (4) voice was flat, devoid (4) dam holding back (4) chest like a shield (4) smile spread across (4) like dry leaves (4) gestured vaguely towards (4) gonna kill (4)

Top Bigrams

knuckles white (27) gon na (18) elara stared (18) physical blow (17) voice raw (17) flicker something (16) rasped voice (15) breath hitched (15) raw terror (13) gestured vaguely (13) leo stared (12) phone screen (12) one hand (12) leo face (11) elara said (11) sound pure (11) silence pressed (11) devoid inflection (11) cold sharp (11) ragged breathing (11) metallic tang (10) dripping onto (10) elara could (9) elara felt (9) flat devoid (9) light pulsed (9) hung thick (9) hammered ribs (8) cold knot (8) leo watched (8)

Top Trigrams

like physical blow (13) fingers closed around (9) heart hammered ribs (8) took step closer (8) heart hammering ribs (7) took step forward (7) took another step (7) dust motes dancing (6) said voice flat (6) voice barely audible (6) flat devoid inflection (6) word tasting like (5) pointed trembling finger (5) silence pressed heavier (5) long distorted shadows (5) felt less like (5) voice flat devoid (5) one last time (5) blood ran cold (5) took step towards (5) something else something (5) voice dry rasp (4) like trapped bird (4) gaze locked onto (4) eyes wide terror (4) frantic hammering heart (4) eyes locked onto (4) tasting like ash (4) smile spread across (4) head snapped around (4)
##### Qwen/Qwen3.5-27B

Most Similar To:

Qwen/Qwen3.5-122B-A10B (distance=0.639)
Qwen/Qwen3.5-35B-A3B (distance=0.655)
Qwen/Qwen3.5-397B-A17B (distance=0.676)
healer-alpha (distance=0.752)
hunter-alpha (distance=0.757)

Top Repetitive Words

kaelen elara kael halloway hummed flickered creaked hissed thrum vibrated mara viewport groaned crackled floorboard deadbolt grunted motes gestured yellowed floorboards streetlights smelled leaned rippled ached crunched flinched lurched pulsed knelt airlock lunged vance flinch elias gable seeped ledger glowed julian exhaled blinked crate rusted thud coughed elena rattled nodded

Top Repetitive Phrases

sat on the edge of the bed (7) voice sounded thin (6) cold air rushed (5) one last time (5) looked like a man (5) smelled like old (5) felt heavy, like (5) reached into his pocket and pulled (4) door swung open (4) pulled his hand back (4) could feel the heat (4) like a physical blow (4) tasted like copper (4) legs felt heavy (4) would come back (4) screen went black (4) legs felt like (4) Inside, the air was thick (3) short, sharp sound (3) watched the steam rise (3) went back to the kitchen (3) room went dark (3) rain had stopped, leaving (3) felt like a second (3) smelled like ozone (3) feel the heat radiating (3) pulled her hand back (3) put her head in her hands (3) dust motes dancing (3) pushed the door open (3)

Top Bigrams

stood walked (28) looked hands (25) tasted like (21) walked window (20) felt heavy (18) elara said (16) looked door (15) elara looked (14) julian stood (14) door open (14) would come (12) julian looked (12) smell hit (11) dried hands (11) elara stood (10) door locked (10) checked phone (10) julian said (10) screen flickered (9) stood legs (9) dust motes (9) walked hallway (9) knuckles white (9) looked screen (9) looked phone (8) hummed low (7) listened house (7) like heartbeat (7) heavy like (7) like man (7)

Top Trigrams

said voice flat (10) reached pocket pulled (8) sat edge bed (7) pulled hand back (7) said voice sounded (6) voice sounded thin (6) air smelled like (6) closed eyes could (6) stood legs felt (6) said voice calm (6) stood walked window (6) looked really looked (6) smelled like old (5) put head hands (5) felt heavy like (5) said turned back (5) one last time (5) elara said voice (5) would come back (5) one two three (5) smell hit first (5) looked like man (5) closed eyes listened (5) legs felt heavy (5) hands still shaking (5) cold air rushed (5) tasted like copper (4) vibration rattled teeth (4) heart hammering ribs (4) like physical blow (4)
##### gemini-2.5-pro-preview-03-25

Most Similar To:

NousResearch/Hermes-4-405B (distance=0.729)
gemini-2.5-pro-preview-06-05 (distance=0.741)
google/gemini-2.5-flash-preview-05-20 (distance=0.767)
minimax/minimax-m2 (distance=0.776)
deepseek-ai/DeepSeek-V3.2-Exp (distance=0.789)

Top Repetitive Words

elara rostova unnervingly aris flickered warred unlatched vibrated gestured crackled flicker murmured grunted mantelpiece terrifyingly stillness imperceptibly gnawed cloying flinched unreadable impassive hissed faintly grimy hummed muttered creak darted hemlock bookshelves lingered hesitated peered rusty floorboards thorne glowed mumbled terran unnaturally gaze laundromat pulsed precariously unnerving liam flickering glanced sparks

Top Repetitive Phrases

felt less like (5) looked less like (5) heart hammered against my ribs (5) blood ran cold (4) eyes never leaving (4) eyes met mine (3) said, his voice low (3) Every instinct screamed (3) dust motes dancing (3) gaze flickered towards (3) voice carefully neutral (3) Another pause, longer (3) pause, longer this time (3) heart hammered against his ribs (3) gave a curt nod (3) smile touched her lips (3) said, her voice tight (3) leaned her forehead against the cool (2) Took a deep breath (2) felt like an eternity (2) smile touched his lips (2) faint smile touched (2) knot tightening in his stomach (2) took a deep breath (2) said, her voice low (2) life felt like (2) said, his voice tight (1) gave me a curt nod (1) knot tightening in her stomach (1) said, her voice flat (1)

Top Bigrams

less like (14) pry bar (11) began voice (10) expression unreadable (10) voice tight (10) hammered ribs (9) flicker something (9) heart hammered (9) study door (9) liam said (9) felt less (9) energy signatures (8) energy signature (8) data stream (8) door open (8) cold sharp (8) felt different (8) running hand (8) gaze fixed (8) felt heavier (7) cold dread (7) fresh wave (7) light filtering (7) towards window (7) back slightly (7) voice flat (7) small space (7) cold knot (6) nutrient paste (6) data points (6)

Top Trigrams

heart hammered ribs (9) said voice low (7) looked less like (5) felt less like (5) smile touched lips (5) eyes met mine (4) gave curt nod (4) took deep breath (4) said voice tight (4) eyes never leaving (4) blood ran cold (4) felt like eternity (3) knot tightening stomach (3) life felt like (3) dust motes dancing (3) another pause longer (3) pause longer time (3) gaze flickered towards (3) squeezed eyes shut (3) chapter static line (3) faint smile touched (3) said voice flat (3) every instinct screamed (3) voice carefully neutral (3) leaned forehead cool (3)
##### claude-sonnet-4

Most Similar To:

claude-sonnet-4.5 (distance=0.784)
claude-opus-4-5-20251101 (distance=0.811)
claude-3.5-sonnet (distance=0.822)
openrouter/pony-alpha (distance=0.825)
zai-org/GLM-5.1 (distance=0.828)

Top Repetitive Words

lamplight buzzes crackled voss elena viewport ached vasquez maya flickers flickered clench gestured chloe buzzed marcus muttered whispered unsteady loomed paranoia who'd stared nodded paused chen leaned nods she'd glances manifests clutching holographic torres doorway pauses leans creature desperation glanced climber stitching whisper hammering alien gripped unwelcome smelled documenting footsteps

Top Repetitive Phrases

like a physical blow (19) quiet for a long moment (13) first time since (10) phone buzzed with a text (7) three weeks ago (6) six months ago (6) phone buzzes with a text (5) tears streaming down her face (5) something else entirely (4) hit him like a physical (4) question hung in the air (4) hung in the air like (4) air like smoke (4) words hit like (4) felt something cold (4) words hit me like (3) like it might bite (3) can't stop thinking (3) voice seemed to come (3) Twenty minutes later (3) Six months ago (2) two months ago (2) hit me like a physical (2) stared at her for a long moment (2) heart hammering against his ribs (2) dark circles under her eyes (2) voice was barely a whisper (2) hit like a physical (2) heart hammering against her ribs (2) said, his voice tight (2)

Top Bigrams

like someone (21) like physical (21) someone else (20) physical blow (19) quiet long (16) something might (16) phone buzzes (15) phone buzzed (15) words hit (13) hit like (13) says finally (12) voice steady (12) last night (12) unknown number (11) voice carried (11) hands shaking (11) buzzed text (10) last week (10) something wrong (10) like something (9) stomach clench (9) someone knows (9) tastes like (9) kind place (9) hands shook (9) says quietly (8) already moving (8) normal people (8) like smoke (8) trying understand (8)

Top Trigrams

like physical blow (19) quiet long moment (13) first time since (10) phone buzzed text (10) hit like physical (10) words hit like (8) six months ago (8) three weeks ago (7) tears streaming face (6) phone buzzes text (6) voice barely whisper (5) heart hammering ribs (5) question hung air (4) felt something cold (4) dark circles eyes (4) hung air like (4) air like smoke (4) something else entirely (4) two months ago (3) stared long moment (3) trying tell something (3) twenty minutes later (3) looking older years (3) like might bite (3) kept voice level (3) voice seemed come (3) said voice tight (3) ca stop thinking (3)
##### claude-3.5-sonnet

Most Similar To:

claude-sonnet-4.5 (distance=0.801)
claude-opus-4-5-20251101 (distance=0.814)
minimax/minimax-m2.5 (distance=0.820)
claude-sonnet-4 (distance=0.822)
deepseek-ai/DeepSeek-V4-Flash (distance=0.829)

Top Repetitive Words

hummed flickered crackled chimed buzzed buzzes creaked gestured chen mira muttered shuddered patel tiktok maya blackwood airlock sophie dumplings grinned marcus clutched clenched nodded straightened whispered humming doorway hesitated tremor containment glanced sighed she'd smiled paused sarah ducked candlelight rattled trailed jamie static alphabetical comm stitching martinez stared pantry tightened

Top Repetitive Phrases

one last time (20) phone buzzed one (17) buzzed one last (11) looked exactly like (5) something else entirely (4) Three days since (3) said to no one in particular (3) One last time (3) came out sharper than intended (2) came out sharper than she intended (1) something new from something (1) something else - something (1)

Top Bigrams

phone buzzed (74) last time (32) something else (30) one last (26) said quietly (24) chen said (22) want know (22) ice cream (20) unknown number (18) buzzed one (17) said finally (17) behind us (15) want see (14) last week (11) hands moved (10) last night (10) exactly like (10) voice came (10) without looking (10) come home (10) hands steady (9) smiled slightly (9) sarah said (9) said carefully (9) something new (9) marcus voice (8) like someone (8) oh god (8) something wrong (8) kept voice (8)

Top Trigrams

one last time (23) phone buzzed one (17) buzzed one last (11) something else something (6) looked exactly like (5) time unknown number (4) something else entirely (4) said one particular (3) something new something (3) three days since (3) came sharper intended (3)
##### gpt-5.4-nano

Most Similar To:

gpt-5.2 (distance=0.716)
gpt-5.4-mini (distance=0.767)
gpt-5.5 (distance=0.810)
polaris-alpha (distance=0.819)
gpt-5.4 (distance=0.827)

Top Repetitive Words

prickled mara flickered exhaled flinched tightened murmured scuff flicked keycard stairwell shimmered steadied blinked gestured creaked steadier sato readouts vibrated nodded faintly crackled twitched crate trembled hovered leaned scuffed stared hesitated softened steadiness seam sharpened glanced ached swallowed gaze crouched whispered lurched clenched hissed bobbed chimed flexed muttered stuttered gloved

Top Repetitive Phrases

eyes flicked toward (10) Mara’s stomach tightened (9) looked like someone (8) first time since (8) fingers tightened around (8) one last time (8) took one step (8) breath that sounded like (7) turned her head slightly (7) leaned forward slightly (7) answer right away (6) said, voice low (6) air smelled like (6) turned his head toward (6) Mara could see (6) let out a breath that sounded (5) made it sound like (5) said, voice tight (5) name sounded like (5) looked like a man (5) mouth went dry (5) Mara said, voice (5) Mara leaned closer (5) word tasted like (4) blood went cold (4) eyes went wide (4) tightened so hard it hurt (4) blood turned to ice (4) made my skin crawl (4) could almost hear (4)

Top Bigrams

like someone (67) mara said (53) mara felt (48) throat tightened (41) mara looked (30) said mara (28) like man (28) jaw tightened (27) gaze flicked (26) mara stared (25) mara watched (25) mara could (25) mara swallowed (23) mara stood (20) expression tightened (19) stomach tightened (19) mara eyes (18) mara stomach (17) like something (17) one thing (17) mara stepped (16) flicked toward (15) mara nodded (14) stomach dropped (14) like bruise (13) mara leaned (13) mara throat (12) asked mara (12) phone screen (12) mara hands (11)

Top Trigrams

eyes flicked toward (11) mara stomach tightened (9) turned head slightly (9) looked like wanted (9) took one step (8) mara said voice (8) turned head toward (8) made sound like (8) first time since (8) looked like someone (8) fingers tightened around (8) one last time (8) air smelled like (7) leaned forward slightly (7) breath sounded like (7) said voice low (7) mara could see (6) mara felt anger (6) answer right away (6) looked like man (6) close enough could (6) mouth went dry (5) like holding breath (5) said voice tight (5) made skin crawl (5) let breath sounded (5) mara leaned closer (5) said name sounded (5) name sounded like (5) said sounded like (5)
##### MiniMaxAI/MiniMax-M2.1

Most Similar To:

openrouter/pony-alpha (distance=0.730)
minimax/minimax-m2.5 (distance=0.739)
zai-org/GLM-5 (distance=0.741)
deepseek-ai/DeepSeek-V4-Pro (distance=0.751)
zai-org/GLM-5.1 (distance=0.765)

Top Repetitive Words

ashworths okonkwo creaked viewport hummed vasquez reyes ashworth flickered unreadable gestured maya ashford elena cataloguing murmured knelt cataloging nodded trembled paused clutched creak pulsed yuki sleepwalking chen glowed marcus crate hoarse lingered pulsing she'd buzzed groaned trembling faintly doorway who'd smelled leaned rougher flickering stillness rimmed silences terrors armchair impossibly

Top Repetitive Phrases

quiet for a long moment (36) something else, something (19) stopped, shook her head (9) stopped, shook his head (9) know anything anymore (8) looked like someone (6) looked at her for a long moment (6) voice was barely a whisper (6) spent my whole life (5) looked almost like (5) something else entirely (5) long time ago (5) close enough to touch (5) door closed behind (4) stretched between us like (4) something I couldn't name (4) voice came from behind (4) made me feel like (4) felt something cold (4) something that looked like (4) something that might have been hope (4) like someone who hadn't slept (3) came back the next (3) back the next day (3) wanted to say something (3) silence stretched between us (3) become something else (3) know what happens next (3) seven years ago (3) room was dark except (3)

Top Bigrams

like something (41) quiet long (36) voice flat (32) could name (24) stopped shook (21) silence stretched (18) said something (17) every day (16) said one (15) voice rough (15) become something (15) like someone (14) one else (13) phone buzzed (13) somewhere distance (13) something happened (13) thought marcus (12) said nothing (12) years building (12) face unreadable (12) voice strange (11) something shifted (11) anything anymore (11) moment spoke (11) looked expression (11) would come (10) one hand (10) research station (10) quiet almost (10) thought question (10)

Top Trigrams

quiet long moment (36) something else something (30) stopped shook head (21) moment spoke voice (11) something could name (11) long moment spoke (10) shook head know (10) looked long moment (9) know know anything (9) voice barely whisper (8) know anything anymore (8) spent whole life (8) know said finally (6) said finally know (6) know going know (6) close enough touch (6) expression could read (6) close enough could (6) something could see (6) looked like someone (6) something changed something (5) looked almost like (5) something else entirely (5) made feel like (5) long time ago (5) let go said (5) enough could see (5) know said know (5) door closed behind (4) something might hope (4)
##### claude-3-7-sonnet-20250219

Most Similar To:

zai-org/GLM-5 (distance=0.842)
gemini-2.5-pro-preview-03-25 (distance=0.858)
hunter-alpha (distance=0.858)
deepseek-ai/DeepSeek-V3-0324 (distance=0.858)
XiaomiMiMo/MiMo-V2-Flash (distance=0.861)

Top Repetitive Words

jingled handholds bioluminescent bioluminescence creaked gestured viewport murmured eliza flickered crawlspace shimmered crackled gleamed harlow nodded blared floorboard interjected vibrated gareth muttered pulsed hesitated glowed harrington elena glanced hummed pulsing hissed dani lunged grimly wincing airlock whispered winced clutched elijah trembled luminescent gasped blinked buzzed keller workbench sneakers ajar methodically

Top Repetitive Phrases

eyes met mine (10) something else entirely (8) like a physical blow (7) said without preamble (6) Something flickered across (5) already moving toward (5) first time since (5) door burst open (5) expression remained neutral (5) anyone could respond (5) three years ago (4) expression turned serious (4) days had passed since (4) took a deep breath (4) Three days ago (4) blood went cold (4) dropped to one knee (4) blood ran cold (4) phone buzzed with a text (3) eyes held mine (3) fingers tightened around (3) late afternoon light (3) three days ago (3) smile didn't reach her eyes (3) Three days had passed (3) replied without looking (3) soft knock interrupted (3) door closed behind (3) met her gaze steadily (3) hit me like a physical (3)

Top Bigrams

could respond (32) phone buzzed (19) community center (16) last night (16) beneath skin (12) last week (11) scientific curiosity (10) expression hardened (10) east wing (10) met mine (10) something wrong (10) expression shifted (9) reach eyes (9) expression remained (9) expression darkened (9) like physical (9) felt familiar (9) else entirely (9) mind racing (9) smile reach (8) monitoring equipment (8) neural pathways (8) one hand (8) flickered across (8) without preamble (8) practiced efficiency (7) physical blow (7) expression neutral (7) one thing (7) screen showed (7)

Top Trigrams

eyes met mine (10) something else entirely (9) smile reach eyes (8) three days ago (7) like physical blow (7) said without preamble (6) door burst open (5) already moving toward (5) anyone could respond (5) first time since (5) dropped one knee (5) something flickered across (5) expression remained neutral (5) met gaze steadily (5) phone buzzed text (4) days passed since (4) expression turned serious (4) blood ran cold (4) hit like physical (4) took deep breath (4) three years ago (4) blood went cold (4) three days passed (4) closed eyes briefly (4) window could see (3) casting long shadows (3) dark circles eyes (3) soft knock interrupted (3) something tone made (3) tone made look (3)
##### Qwen/Qwen3-235B-A22B-Instruct-2507

Most Similar To:

chatgpt-4o-latest-2025-03-27 (distance=0.703)
Qwen3-Max-2025-09-24 (distance=0.703)
meituan-longcat/LongCat-Flash-Chat-FP8 (distance=0.735)
Qwen3-Max-2025-09-05 (distance=0.741)
Qwen/Qwen3-Next-80B-A3B-Instruct (distance=0.744)

Top Repetitive Words

elara jingled tendril exhaled hummed flickered throbbed hissed stilled veined crackled streetlight flinched crouched twitched grunted trembled knelt pulsed ached mira nodded creak lira pried sipped thermos flinch rusted teacup hesitated airlock lila howled blinked groaned glowed chamomile thump unreadable stillness leaned paused whispered faintly pulsing raincoat glanced curled grinned

Top Repetitive Phrases

first time in years (11) first time since (9) said, voice low (5) took a step forward (5) Outside, the wind moved (4) Outside, the wind howled (3) air was warm, thick (3) peeled back like (3) left without another (3) without another word (3) smelled like wet (3) still smelled like (2) three weeks ago (2) dark hair pulled (2) looked at her, really looked (2) like they’d been holding their breath (1) stood, walked back (1) turned and walked back (1) like someone who had finally (1) Dark hair pulled (1) like he’d been holding his breath (1) stepped inside, closed (1) Three weeks ago (1) Still smelled like (1) turned and walked away (1) Like someone finally (1) Like someone has finally (1) Like she’d been holding her breath (1)

Top Bigrams

said nothing (20) stood walked (18) last night (16) like something (15) one hand (13) stepped inside (13) pull away (12) like someone (11) outside wind (11) looked really (11) time years (11) breath caught (11) looked hands (11) like breath (10) gon na (9) one else (9) house quiet (9) sipped tea (9) really looked (9) closed book (9) hands folded (9) sat across (9) stepped closer (9) door open (8) next morning (8) back straight (8) air thick (8) went still (8) arms crossed (8) like waiting (7)

Top Trigrams

first time years (11) first time since (9) looked really looked (9) said voice low (7) closed eyes opened (6) took step forward (5) something else something (5) air warm thick (4) outside wind moved (4) stepped inside closed (4) peeled back like (3) smelled like wet (3) still smelled like (3) three weeks ago (3) stood walked back (3) turned walked back (3) back closed eyes (3) closed eyes dreamed (3) left without another (3) without another word (3) dark hair pulled (3) turned walked away (3) like someone finally (3) like holding breath (3) outside wind howled (3)
##### zai-org/GLM-4.6

Most Similar To:

deepseek-ai/DeepSeek-V3.2-Exp (distance=0.694)
deepseek-ai/DeepSeek-V3.1 (distance=0.708)
XiaomiMiMo/MiMo-V2-Flash (distance=0.764)
deepseek-ai/DeepSeek-V3.2 (distance=0.772)
hunter-alpha (distance=0.791)

Top Repetitive Words

elara kael unnervingly thrum lyra firelight silas flickered crackled rasp stammered squinted creak recoiled anya hissed hummed vibrated grunted lena acrid imperceptible thorne gnawing flicker snarled frantic unreadable furrowed flinched tremor unadulterated mumbled sterile knelt chimed stared workbench flickering cacophony stillness groaned unnerving gesturing floorboards cerberus sliver whispered thud trembling

Top Repetitive Phrases

voice barely a whisper (10) like a physical blow (9) blood ran cold (8) said, his voice low (5) said, his voice a low (5) said, the words feeling (4) said, his voice flat (4) felt less like (4) said, her voice flat (4) voice barely audible (4) took a step forward (4) brow furrowed in concentration (4) go,” he said, his voice (3) face a mask of cold (3) voice dangerously low (3) like ash in his mouth (3) heavy, suffocating blanket (3) took a hesitant step (3) tasting like ash (3) heart hammered against his ribs (3) voice dropping to a low (3) bled into one another (3) something else, something (3) breath catching in her throat (3) said, her voice tight (3) said, his voice barely (3) heart hammering against his ribs (3) said, her voice trembling (3) knew, with a certainty that chilled (3) voice low and urgent (2)

Top Bigrams

face mask (21) face pale (19) physical blow (17) voice barely (17) voice cracking (15) voice flat (15) gone replaced (13) barely whisper (12) slow deliberate (11) gaze fixed (11) voice dropping (10) like man (10) like physical (10) air thick (10) ran cold (9) whispered voice (9) heart hammering (9) statement fact (8) almost imperceptible (8) hammering ribs (7) said nothing (7) cold dread (7) carefully constructed (7) vast empty (7) bell door (7) heart hammered (7) small space (7) flicker old (6) frantic desperate (6) lena stood (6)

Top Trigrams

said voice low (16) voice barely whisper (12) said voice flat (10) like physical blow (9) blood ran cold (8) heart hammering ribs (7) said voice barely (6) heart hammered ribs (5) something else something (5) said voice dropping (5) took step forward (4) okay said voice (4) heart frantic drum (4) frantic drum ribs (4) said words feeling (4) voice barely audible (4) hit like physical (4) said voice soft (4) brow furrowed concentration (4) said voice trembling (4) said voice tight (4) felt less like (4) said voice dangerously (4) go said voice (4) closer voice dropping (3) voice dry rasp (3) two days later (3) made feel like (3) said voice hoarse (3) voice calm steady (3)
##### google/gemma-4-31B-it

Most Similar To:

gemini-3-flash-preview (distance=0.713)
gemini-3.1-flash-lite-preview (distance=0.718)
google/gemma-4-26B-A4B-it (distance=0.744)
XiaomiMiMo/MiMo-V2-Flash (distance=0.777)
zai-org/GLM-4.7-Flash (distance=0.777)

Top Repetitive Words

kaelen elara scritch penhaligon pearlescent vane thrum rasp murmured hissed elias iridescent shimmering whispered flickered vellum honeyed silas cloying jagged shrieked dropship hummed rhythmic pulsing clink guttural obsidian flickering julian forefinger rusted flicker stiffened smudge leaned translucent muttered heaving frantic gasped groaned trembling spires lunged thud mahogany darting humming thump

Top Repetitive Phrases

felt a sudden, sharp (12) Julian said, his voice (11) like a physical blow (9) looked less like (7) smile touching his lips (7) breath coming in ragged (7) felt less like (6) silence that followed was absolute (6) coming in ragged gasps (6) felt a sudden, violent (5) can't go back (5) looked like a man (5) voice dropping an octave (5) felt like a physical (5) said, her voice trembling (5) locked onto mine (4) sudden, violent surge (4) said, his voice trembling (4) said, her voice a low (4) three years ago (4) Julian whispered, his voice (4) vanished, leaving behind (4) said, his voice sounding (4) hair on my arms stand (3) finally broke apart (3) looked at the door, then back (3) reached into his pocket and pulled (3) said, his voice shaking (3) spent the last three (3) first time in my life (3)

Top Bigrams

julian said (31) whispered voice (28) felt sudden (27) less like (21) voice trembling (20) sudden sharp (17) heart hammering (16) sudden violent (14) replied voice (14) chest heaving (14) violet light (12) voice dropping (12) like man (12) like physical (12) gone replaced (12) breath coming (12) voice devoid (11) vanished replaced (11) eyes scanning (11) julian whispered (10) touching lips (10) physical blow (10) voice dry (10) voice sounding (10) hammering ribs (9) voice returning (9) smile touching (9) slow rhythmic (9) amber light (9) air room (9)

Top Trigrams

felt sudden sharp (12) julian said voice (12) heart hammering ribs (9) like physical blow (9) said voice trembling (9) said voice low (9) smile touching lips (9) first time life (8) looked less like (7) breath coming ragged (7) coming ragged gasps (6) felt like physical (6) felt less like (6) said voice devoid (6) silence followed absolute (6) looked looked saw (6) felt sudden violent (5) voice dropping octave (5) said voice sounding (5) said voice returning (5) hair arms stand (5) looked like man (5) voice dry rasp (5) reached pocket pulled (5) looked first time (5) ca go back (5) sudden violent surge (4) man said voice (4) said voice dropping (4) said voice smooth (4)
##### inclusionai/ling-1t

Most Similar To:

Nanbeige/Nanbeige4-3B-Thinking-2511 (distance=0.809)
deepseek-ai/DeepSeek-R1-0528 (distance=0.824)
zai-org/GLM-4.5 (distance=0.834)
allenai/Olmo-3.1-32B-Think (distance=0.836)
deepseek-ai/DeepSeek-R1 (distance=0.854)

Top Repetitive Words

elara rasped thrummed silas thrum timestamped unnervingly viewport vibrated thrumming shimmered flickered flinched helios unsent glinted murmured hefted doorframe skittered crackled dully retched dampeners tendril hummed lamplight hissed gleamed crystallized thwack arrhythmic throbbed pulsed aris cloying tremor stilled whimpered tracery recoiled gestured twitched coppery glistened floorboard fogged mira workbench curdled

Top Repetitive Phrases

said, his voice rough (11) felt less like (10) bare feet silent (7) voice scraped raw (7) hand closed around (7) air tasted of wet (6) snatched his hand back (6) lie tasted like (5) said, his voice low (5) said, my voice rough (5) like a held breath (4) bile burning his throat (4) dissolved like salt (4) voice rough but steady (4) sharp intake of breath (4) said, her voice low (4) pressed her palm flat (4) felt suddenly heavy (4) said, her voice barely (4) said, her voice flat (4) smooth river stone (4) silence rushed back (4) tasted like ash (4) like burnt sugar (3) casting long, dancing (3) long, dancing shadows (3) finally stopped running (3) one last time (3) like banked coals (3) air tasted of ozone (3)

Top Bigrams

voice rough (36) burnt sugar (28) air tasted (28) silas said (26) breath hitched (22) scraped raw (21) voice stripped (19) wet stone (19) voice scraped (18) word count (16) broken things (15) tuning fork (15) structural integrity (14) voice raw (14) palm flat (13) like ash (12) sudden quiet (12) gon na (11) damp wool (11) log entry (11) said nothing (11) one hand (11) silence rushed (10) like silas (10) single pure (10) saw calculation (10) silence empty (10) silas face (9) silas hand (9) fracture line (9)

Top Trigrams

said voice rough (20) said voice flat (11) said voice low (11) felt less like (10) voice scraped raw (9) snatched hand back (8) bare feet silent (7) hand closed around (7) said voice scraped (6) pressed palm flat (6) air tasted wet (6) like held breath (6) finally met gaze (5) voice stripped usual (5) silence rushed back (5) lie tasted like (5) voice rough steady (5) said voice barely (5) pulled hand back (5) dissolved like salt (5) said voice softer (5) smooth river stone (4) tasted like ash (4) ozone burnt sugar (4) closed fingers around (4) said voice tight (4) wet tearing sound (4) felt suddenly heavy (4) voice rough stripped (4) tasted like rust (4)
##### gpt-5-mini-2025-08-07

Most Similar To:

horizon-alpha (distance=0.823)
polaris-alpha (distance=0.825)
gpt-5.4-nano (distance=0.828)
gpt-5-2025-08-07-high-reasoning-high-reasoning (distance=0.829)
gpt-5-2025-08-07 (distance=0.829)

Top Repetitive Words

maeve hummed mara lamplight steadied ledger steadiness thumbed creaked harrow trembled ledgers steadier thermos smelled blinked tightened bluntness muttered murmured hissed faintly lunged cataloguing performative accusatory sanitize gloved thinned mended jonah benediction stuttered flicked teacup crate smoothed folded seam clatter hums tomas who'd cupped mercies cadence theatrics bruise scuffed scrawled

Top Repetitive Phrases

felt less like (10) said, voice low (7) look like someone (6) said without looking (6) like a man trying (5) felt like a small (4) looked like someone (4) looked like a man (4) moved like a man (4) like a small confession (4) moved like someone (4) felt like a place (4) like a promise and a threat (3) like a small animal (3) make it sound like (3) said, voice flat (3) keep our hands clean (2) felt like a promise (2) words sounded like (2) paper cup of coffee (2) like someone who had been given (2) looked at me like someone (1) words that sounded like (1) like a man who’d learned (1) felt like small (1) like any man who had learned (1) said, without looking (1) looked younger—less like a man (1) like a man who'd learned (1) like a man who had learned (1)

Top Bigrams

like someone (76) like man (57) like promise (24) small things (24) smelled faintly (18) like something (16) jaw tightened (15) voice small (14) said could (11) two men (11) like tide (11) pocket like (10) hands steady (10) made mara (9) like people (9) would come (9) one night (9) like map (9) equal measure (9) like patient (8) mara could (8) next morning (8) way man (8) folded like (8) small dangerous (7) small mercies (7) said would (7) like talisman (7) scrap cloth (7) like armor (7)

Top Trigrams

felt less like (10) said voice low (7) said without looking (7) looked like someone (7) look like someone (6) looked like man (5) like man trying (5) said voice flat (5) felt like small (5) like someone given (4) moved like someone (4) felt like place (4) like small confession (4) make sound like (4) moved like man (4) like man learned (4) paper cup coffee (3) words sounded like (3) said voice steady (3) felt like promise (3) keep hands clean (3) like small animal (3) like promise threat (3)
##### gemini-3-flash-preview

Most Similar To:

gemini-3.1-flash-lite-preview (distance=0.701)
google/gemma-4-31B-it (distance=0.713)
google/gemma-4-26B-A4B-it (distance=0.732)
zai-org/GLM-4.7-Flash (distance=0.740)
gemini-3-pro-preview (distance=0.748)

Top Repetitive Words

elara rasped thrum silas aris wheezed vane hissed prickle vibrated bioluminescent creaked viewport rasp flickered clack calloused whispered elias murmured hummed jagged muttered boxwood floorboards lunged groaned treeline flickering frictionless terrifyingly thud grunted shrieked shimmering airlock rhythmic marrow tracksuit obsidian pulsing creak subsonic knelt leaned hiss frantic clink thump linoleum

Top Repetitive Phrases

reached into his pocket and pulled (10) one last time (8) looked like a man (8) said, her voice dropping (7) voice sounding like (6) said, her voice trembling (6) man who looked like (6) looked less like (5) first time in his life (5) voice dropping to a whisper (5) three years ago (4) first time in years (4) felt like a physical (4) door swung open (4) ribs like a trapped (4) like a trapped bird (4) felt less like (4) sound like dry (4) said, his voice dropping (4) felt a chill that had nothing (4) five minutes ago (4) long, shaky breath (3) breath coming in ragged (3) voice barely a whisper (3) said, nodding toward (3) said, his voice a low (3) breath coming in shallow (3) looked exactly like (3) voice was a dry rasp (3) said, her voice sounding (3)

Top Bigrams

arthur said (52) voice dropping (16) voice trembling (16) like man (14) pocket pulled (14) vane said (13) whispered voice (13) spent life (13) violet light (11) amber light (11) whispered eyes (11) voice cracking (11) metallic tang (10) reached fingers (10) like physical (10) voice echoing (10) heart hammering (9) gone replaced (8) voice sounding (8) stood center (8) voice flat (8) bruised purple (7) physical weight (7) frantic rhythm (7) door open (7) began hum (7) like dry (7) grabbed heavy (6) hammering ribs (6) faint rhythmic (6)

Top Trigrams

reached pocket pulled (14) said voice dropping (12) said voice low (11) said voice trembling (10) looked like man (9) one last time (8) said voice flat (7) man looked like (6) heart hammering ribs (6) first time life (6) voice sounding like (6) said voice sounding (6) looked less like (5) said voice steady (5) voice dropping whisper (5) door swung open (5) felt chill nothing (4) felt less like (4) reached bag pulled (4) stood joints popping (4) five minutes ago (4) sound like dry (4) ribs like trapped (4) like trapped bird (4) three years ago (4) said voice cracking (4) voice dry rasp (4) smile touching lips (4) frantic rhythm ribs (4) felt like physical (4)
##### zai-org/GLM-4.5

Most Similar To:

deepseek-ai/DeepSeek-R1-0528 (distance=0.684)
NousResearch/Hermes-4-405B (distance=0.758)
minimax/minimax-m2 (distance=0.763)
XiaomiMiMo/MiMo-V2-Flash (distance=0.780)
google/gemini-2.5-flash-preview-05-20 (distance=0.784)

Top Repetitive Words

elara datapad hadn rasped unnervingly silas wasn tendril monoliths thrum strobing aris flinched gestured hissed creaked warred vibrated throbbed shimmered viewport crackled flickered murmured acrid prickle lanced weren grunted didn skittering unblinking whimpered terrifyingly hummed lunged clutched pulsed thorne holstered retching blared coppery yelped workbench trembled pulsing shrieked couldn silhouetted

Top Repetitive Phrases

silence stretched, thick (9) like a physical blow (9) turned and walked away (8) took a step closer (7) like a lead weight (7) long, dancing shadows (7) took a step forward (7) smile touched his lips (7) door creaked open (7) heart hammering against my ribs (6) felt like a lead (6) smile spread across (6) spread across his face (6) metallic tang of blood (6) said, her voice low (6) heart hammered against her ribs (6) said, his voice low (6) took a step towards (5) one last time (5) casting long, dancing (5) gestured vaguely towards (5) scent of damp earth (5) said, her voice tight (5) took a shuddering breath (5) heart hammering against her ribs (5) looked less like (5) ribs like a trapped (5) like a trapped bird (5) sighed, the sound heavy (5) fingers flew across (5)

Top Bigrams

voice tight (28) flicker something (18) cold sharp (17) hammering ribs (14) sighed sound (14) cold dread (14) physical weight (13) voice raw (13) hammered ribs (12) metallic tang (12) sickly green (12) one hand (12) old paper (12) door hissed (12) gestured vaguely (12) cold knot (11) breath hitched (11) lead weight (11) cold heavy (11) stumbling back (11) physical blow (11) stated voice (10) grabbed heavy (10) stretched thick (10) silas stood (10) grimy window (10) ragged breathing (10) tang blood (9) gestured wildly (9) white gripped (9)

Top Trigrams

heart hammering ribs (14) said voice low (14) heart hammered ribs (12) smile touched lips (12) said voice tight (11) silence stretched thick (10) like physical blow (9) knuckles white gripped (9) something else something (9) turned walked away (8) felt like lead (7) like lead weight (7) sighed sound heavy (7) took step closer (7) took step forward (7) door creaked open (7) long dancing shadows (7) hammered ribs frantic (6) smile spread across (6) spread across face (6) voice low rough (6) metallic tang blood (6) one last time (6) eyes locked onto (6) eyes wide terrified (6) tasted like ash (5) fingers flew across (5) scent damp earth (5) ribs like trapped (5) like trapped bird (5)
##### Qwen/Qwen3.5-122B-A10B

Most Similar To:

Qwen/Qwen3.5-27B (distance=0.639)
Qwen/Qwen3.5-35B-A3B (distance=0.650)
Qwen/Qwen3.5-397B-A17B (distance=0.663)
healer-alpha (distance=0.751)
zai-org/GLM-4.7-Flash (distance=0.774)

Top Repetitive Words

kaelen elara kael datapad clanked throbbed hummed hissed creaked vibrated flickered firelight vane deadbolt clattered groaned motes floorboard floorboards calloused seeped shuddered flinched streetlight thud smelled dripped exhaled glowed ached leaned airlock gestured streetlights hovered nodded thump seeping workbench knelt blinked notepad whispered flicked hesitated wrench swirled buzzed comms throb

Top Repetitive Phrases

could feel the heat (6) voice sounded thin (6) screen went black (6) reached into his pocket and pulled (6) took a step forward (6) could feel the cold (5) tasted like ash (5) pulled his hand back (4) put his head in his hands (4) smelled like rain (4) like a physical blow (4) one last time (4) air tasted like (4) door clicked shut (4) loud in the quiet room (4) took a step back (4) would come back (4) Silence rushed back (4) dust motes dancing (3) silence wasn't empty anymore (3) voice was low, barely (3) five years ago (3) doors hissed open (3) rain hammered the roof (3) chair scraped against the floor (3) wiped his mouth with the back (3) smelled of wet earth (3) silence of a held breath (3) walked back to the table (3) smelled like wet (3)

Top Bigrams

kael said (42) looked hand (21) looked door (21) door open (20) walked walked (17) eyes listened (16) kael looked (13) said kael (12) door locked (12) kael stood (11) looked kael (11) metal cold (11) would come (11) like man (11) dust motes (11) turned tap (10) rubbed thumb (10) door hissed (9) stood legs (9) eyes tired (9) burnt sugar (8) hummed low (8) radiator clanked (8) move watched (8) one hand (8) smiled small (8) clicked shut (8) silence rushed (7) listened hum (7) kael sat (7)

Top Trigrams

closed eyes listened (16) reached pocket pulled (11) said voice low (9) screen went black (7) closed eyes sleep (7) said voice flat (6) took step forward (6) voice sounded thin (6) silence rushed back (6) pulled hand back (6) turned tap water (6) could feel heat (6) would come back (6) one two three (6) walked window looked (6) pulled hand away (6) pulled lighter pocket (5) could feel cold (5) look back knew (5) looked hand looked (5) looked eyes tired (5) closed eyes waited (5) said voice sounded (5) leaned back chair (5) tasted like ash (5) put head hands (5) said turning back (4) could feel vibration (4) air tasted like (4) opened eyes looked (4)
##### gemini-2.5-pro-preview-06-05

Most Similar To:

NousResearch/Hermes-4-405B (distance=0.726)
google/gemini-2.5-flash-preview-05-20 (distance=0.732)
gemini-2.5-pro-preview-03-25 (distance=0.741)
minimax/minimax-m2 (distance=0.790)
XiaomiMiMo/MiMo-V2-Flash (distance=0.801)

Top Repetitive Words

varrick datapad elara marrows rasped unnervingly petunias anya wilting viewport thrumming aris grunted petunia thrum chillingly yelped murmured gestured imperceptible crackled firelight floorboard unreadable clattered glinting shrieked flickered terrifyingly thorne lena impassive creak grimy flicker coiling rourke unnerving muttered peered hissed clutched precariously hawthorne finn trembled zippo weariness dawning furrowed

Top Repetitive Phrases

voice barely a whisper (8) something else, something (6) smile playing on her lips (6) smile touched his lips (5) said, her voice flat (5) felt a strange sense (5) blood ran cold (4) smile touched her lips (4) felt a cold dread (4) faint, almost imperceptible (4) smile playing on his lips (4) tiny, almost imperceptible (4) already moving towards (3) fresh wave of anxiety (3) carefully constructed walls (3) faint smile touched (3) long, long time (3) smile spread across (3) said, his voice flat (3) felt less like (3) sun casting long (3) smile spreading across (3) said, her voice quiet (3) spreading across his face (3) dusk began to settle (3) sound of pure agony (3) Silence descended, thick (3) tear escaping and tracing (3) escaping and tracing a path (3) said, his voice barely (3)

Top Bigrams

voice tight (16) almost imperceptible (16) carefully constructed (15) anya sharma (14) playing lips (13) smile touched (13) voice flat (13) cold dread (12) smile playing (12) whispered voice (12) voice barely (12) aris thorne (11) flicker something (11) face mask (11) fire escape (11) barely whisper (10) air thick (10) subtle shift (9) expression unreadable (9) suspiciously like (9) touched lips (9) voice quiet (9) less like (9) taste ash (8) faint almost (8) fresh wave (8) voice dropping (8) gestured vaguely (8) silence descended (8) already moving (8)

Top Trigrams

smile playing lips (12) something else something (11) voice barely whisper (10) smile touched lips (9) said voice flat (8) said voice quiet (6) faint almost imperceptible (5) felt strange sense (5) said voice tight (5) said voice dropping (4) felt cold dread (4) spreading across face (4) tiny almost imperceptible (4) blood ran cold (4) said voice barely (4) chapter taste ash (4) face pale eyes (4) hand flying mouth (3) kept voice even (3) cold dread seeping (3) felt less like (3) something else entirely (3) faint metallic tang (3) tear escaping tracing (3) escaping tracing path (3) dusk began settle (3) silence descended thick (3) silence descended broken (3) sun casting long (3) smile spreading across (3)
##### XiaomiMiMo/MiMo-V2-Flash

Most Similar To:

healer-alpha (distance=0.712)
gemini-3.1-flash-lite-preview (distance=0.746)
gemini-3-pro-preview (distance=0.746)
zai-org/GLM-4.7-Flash (distance=0.747)
gemini-3-flash-preview (distance=0.749)

Top Repetitive Words

elara datapad elias rasped thrum viewport voss thrumming flickered hissed grunted skittering tendril gestured deadbolt hummed crackled vibrated murmured shrieked thorne groaned lunged pulsed whispered scavenged workbench aris floorboards muttered recoiled flinched twitched slicked thud airlock streetlights pried aegis pulsing rebar gasped unreadable glowed wincing trembling trembled hesitated tendrils shriek

Top Repetitive Phrases

Elias said, his voice (10) said, his voice tight (8) air was thick with the smell (7) took a deep breath (7) took a step toward (7) looked around the room (7) took another step (6) voice was flat, devoid (6) blood ran cold (5) door slid open (5) said, his voice cracking (5) said, her voice flat (5) said, her voice trembling (5) heart hammering against his ribs (5) eyes locking onto (5) door hissed open (5) said, his voice trembling (5) Elias closed his eyes (5) voice barely a whisper (4) like a physical blow (4) asked, his voice low (4) almost imperceptible nod (4) said, his voice shaking (4) smile spread across (4) said, his voice a low (4) door slammed shut (4) said, keeping his voice (4) said, his voice dropping (4) turned and walked away (4) said, turning back (3)

Top Bigrams

elias said (130) elias looked (35) leo said (34) voice flat (20) leo looked (19) air thick (19) voice tight (16) voice trembling (14) elias stood (13) door open (13) whispered voice (13) us elias (12) one thing (11) voice cracking (11) elias asked (10) elias saw (10) elias sat (10) casting long (10) physical blow (10) phone buzzed (10) gone replaced (10) heart hammering (10) elias stared (9) looked elias (9) thick smell (9) bruised purple (8) elara looked (8) flicker something (8) voice dropping (8) heart hammered (8)

Top Trigrams

said voice flat (12) elias said voice (11) said voice tight (10) said voice trembling (10) said voice low (9) air thick smell (8) took step toward (7) looked around room (7) took deep breath (7) said voice dropping (7) took another step (6) heart hammering ribs (6) voice flat devoid (6) elias said looked (6) asked voice low (6) heart hammered ribs (6) said voice cracking (5) turned walked away (5) door hissed open (5) elias closed eyes (5) blood ran cold (5) eyes locking onto (5) door slid open (5) smile spread across (4) said turning back (4) like physical blow (4) said mind racing (4) said voice shaking (4) said voice barely (4) said voice rising (4)
##### sam-paech/gemma-3-12b-it-antislop

Most Similar To:

ftpo-exp501 (distance=0.837)
sam-paech/gemma-3-27b-it-antislop (distance=0.859)
google/gemma-3-12b-it (distance=0.883)
google/gemma-3-4b-it (distance=0.894)
google/gemma-3-27b-it (distance=0.897)

Top Repetitive Words

sterlings moreau faded albright terse rhys luminous harding manipulations overgrown inquired distorted stiffened cramped lena harmonic valeria filaments sketching strained apprehension demeanor momentary chloe tightening lingered straightened sterling intently darkening cryptic overloaded obscured violet grainy overcast receding countered clouded decaying rusted manipulating hesitated fluctuating shielded tangle crimson manipulated pervasive ledger

Top Repetitive Phrases

said, stating the obvious (5) leaving behind a residue (5) studied her for a long moment (4) piercing blue eyes (4) force of a physical blow (3) offered a wry smile (3) relic of a bygone era (3) expression softening slightly (3) suddenly felt colder (3) nervous young man (3) young man named (3) running a hand through his thinning (3) hand through his thinning hair (3) struck me with the force of a physical (2) hair behind my ear (2) studied me for a long moment (2) regarded him with a detached amusement (2) regarded him with a thoughtful expression (2) unlike anything I had ever (1) struck her with the force of a physical (1) regarded her with a thoughtful expression (1) offered, a wry smile (1) unlike anything he’d ever (1) hair behind her ear (1) regarded me with a detached amusement (1) unlike anything I’ve ever (1) studied him for a long moment (1)

Top Bigrams

blue eyes (19) leaving behind (17) faded photograph (15) sterling family (14) stating obvious (12) cramped confines (10) detached curiosity (9) rising tide (9) suddenly felt (9) eyes fixed (9) long moment (9) found drawn (8) stated voice (7) genuine connection (7) antique furniture (7) studied long (7) heavily armed (7) raised eyebrow (7) said voice (7) great deal (7) tight suppressed (6) settled heavily (6) noticed peculiar (6) comfortable quiet (6) avoided gaze (6) thoughtful expression (6) overcast sky (6) becoming increasingly (6) breaking point (6) wry smile (6)

Top Trigrams

studied long moment (7) leaving behind residue (5) said stating obvious (5) piercing blue eyes (4) offered wry smile (4) unlike anything ever (3) relic bygone era (3) running hand thinning (3) hand thinning hair (3) regarded thoughtful expression (3) hair behind ear (3) nervous young man (3) young man named (3) suddenly felt colder (3) regarded detached amusement (3) expression softening slightly (3) struck force physical (3) force physical blow (3)
##### NousResearch/Hermes-4-405B

Most Similar To:

gemini-2.5-pro-preview-06-05 (distance=0.726)
gemini-2.5-pro-preview-03-25 (distance=0.729)
google/gemini-2.5-flash-preview-05-20 (distance=0.731)
minimax/minimax-m2 (distance=0.736)
XiaomiMiMo/MiMo-V2-Flash (distance=0.753)

Top Repetitive Words

elara thrumming oilskin rourke rasped aris petrova thrum thorne crackled gestured unblinking silas anya murmured flickered throbbed grunted viewport warred chimera skittering hummed vibrated vance hissed unreadable acrid firelight shrieked humorless croft hemlock flicker hermes muttered rasp bellowed flickering clutched terrifyingly scuffed unnerving weariness imperceptible groaned faintly hoarse blotter shadowed

Top Repetitive Phrases

took a deep breath (17) blood ran cold (10) hung heavy in the air (7) first time in a long (7) silent for a long moment (6) time in a long time (6) smile touched her lips (6) managed a weak smile (5) heart hammered against his ribs (5) voice carefully neutral (5) said, her voice low (5) heart hammering against his ribs (5) voice barely audible (4) eyes constantly scanning (4) said, his voice rough (4) smile playing on her lips (4) long, dancing shadows (4) words tasting like (4) tasting like ash (4) breath coming in ragged (4) coming in ragged gasps (4) felt a chill that had nothing (4) took a step closer (4) felt less like (4) dark stain spreading (3) like a physical blow (3) said, his voice smooth (3) word hung in the air (3) door softly behind (3) took a step towards (3)

Top Bigrams

silas thorne (25) voice tight (23) voice flat (16) gestured vaguely (12) voice rough (12) whispered voice (12) stated voice (11) elara vance (11) flicker something (11) like physical (11) voice raw (10) expression unreadable (10) ran cold (10) hammering ribs (9) elara said (9) gilded cage (9) managed weak (9) carefully constructed (9) voice crackled (9) hung heavy (9) silence stretched (9) felt different (9) echoed mind (8) constant companion (8) damp air (8) heavy air (8) chaos erupted (7) like ash (7) ragged breathing (7) old paper (7)

Top Trigrams

took deep breath (17) said voice low (12) blood ran cold (10) something else something (10) heart hammering ribs (8) first time long (7) smile touched lips (7) hung heavy air (7) time long time (6) silent long moment (6) said voice flat (6) heart hammered ribs (6) said voice rough (6) voice barely audible (5) voice carefully neutral (5) managed weak smile (5) smile playing lips (5) voice barely whisper (5) felt chill nothing (4) felt less like (4) silence descended broken (4) words tasting like (4) tasting like ash (4) air thick smell (4) face contorted rage (4) wrapped arms around (4) long dancing shadows (4) eyes constantly scanning (4) said voice steady (4) said voice soft (4)
##### healer-alpha

Most Similar To:

zai-org/GLM-4.7-Flash (distance=0.705)
XiaomiMiMo/MiMo-V2-Flash (distance=0.712)
zai-org/GLM-4.7 (distance=0.721)
gemini-3-pro-preview (distance=0.729)
hunter-alpha (distance=0.745)

Top Repetitive Words

kaelen kael scritch elara halloway elias hissed grunted thrum wheezed viewport shimmered vance flickered flagstones crackled hummed firelight muttered whispered vibrated motes groaned vane recoiled murmured gestured rook floorboards thud glowed airlock pulsing streetlights jagged thump crate stiffened growled lunged stared blinked comms knelt smelled hesitated trembling swig tweezers vellum

Top Repetitive Phrases

Elias said, his voice (9) said, his voice dropping (8) reached into his pocket and pulled (7) like a trapped bird (6) looked like a man (6) one last time (6) took a step forward (6) ribs like a trapped (5) first time in years (5) said, her voice trembling (5) took a deep breath (5) Elias felt a cold (4) heart hammering against his ribs (4) said, his voice trembling (4) said, her voice dropping (4) heavy oak door (4) want to go back (4) ten feet away (4) thick with the smell of ozone (4) reached into her pocket and pulled (4) stood in the center of the room (3) smelled of stale sweat (3) door clicked shut (3) dust motes dancing (3) tasted like ash (3) felt like hours (3) knees drawn to his chest (3) One, two, three (3) felt a cold knot (3) pushed the door open (3)

Top Bigrams

elias said (114) jax said (65) kael said (59) elias looked (28) jax looked (20) stood walked (19) pocket pulled (18) elias stared (14) looked hands (14) door open (13) kael asked (12) voice dropping (12) voice trembling (12) heart hammering (12) looked different (12) said elias (11) pulled small (11) kael looked (10) jax asked (10) elias turned (10) elias felt (10) heavy iron (10) grabbed heavy (9) elias froze (9) elias watched (9) like man (9) dust motes (9) grey light (9) gone place (9) voice flat (9)

Top Trigrams

reached pocket pulled (15) said voice dropping (12) elias said voice (12) said voice trembling (10) something else something (8) pocket pulled small (7) heart hammering ribs (7) took step forward (6) looked eyes wide (6) looked like man (6) one last time (6) like trapped bird (6) took deep breath (5) ribs like trapped (5) heart hammered ribs (5) said voice flat (5) looked really looked (5) one two three (5) first time years (5) looked hands trembling (4) said voice steady (4) knees drawn chest (4) hands shaking slightly (4) thick smell ozone (4) ten feet away (4) heavy oak door (4) want go back (4) said voice tight (4) turned walked back (4) elias felt cold (4)
##### Qwen3-Max-2025-09-05

Most Similar To:

Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.741)
Qwen3-Max-2025-09-24 (distance=0.747)
mistralai/Mistral-Small-4-119B-2603 (distance=0.749)
chatgpt-4o-latest-2025-03-27 (distance=0.762)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.776)

Top Repetitive Words

elira elara kael hummed rook glinted tuneless flickered shimmered keycard glitched viewport crackled hums creaked firelight vibrated silas humming voss glint flinch hissed juno calloused murmured pulsed airlock flinched glitching whispered twitched grunted gloved creak thump stared lullaby groaned buzzed nodded exhaled flickers hovered sipped scrolled flexed rusted stuttered pulsing

Top Repetitive Phrases

answer right away (5) Close enough to smell (4) took a step forward (4) one last time (4) screen went black (4) Arms wrapped around (3) like a metronome counting (3) Close enough to see (3) took another step (3) first time in years (3) like coming home (3) three weeks ago (3) first time in weeks (3) first time in twenty-two years (3) laughed — short, sharp (2) First time in years (2) sat on the edge of the bed (2) Sat on the edge of the bed (2) sat on the kitchen table (1) Three weeks ago (1) arms wrapped around (1) One last time (1) Took another step (1) Took a step forward (1) sat at his kitchen table (1) closed her eyes, and let (1) heat seep into his palms (1) sat on the edge of his bed (1) sat at the kitchen table (1) Sat on the edge of his bed (1)

Top Bigrams

smells like (25) phone buzzed (22) like waiting (21) one hand (20) move speak (20) really looked (18) gon na (17) one one (14) looked really (14) hum louder (13) still humming (13) like something (13) like someone (13) quiet quiet (13) like heartbeat (12) like lullaby (10) move breathe (10) cold heavy (10) like man (10) let silence (10) walked look (9) breathing still (9) speak look (9) eyes sleep (9) voice rough (9) slow deliberate (9) whispered voice (9) listened hum (8) cry speak (8) answer move (8)

Top Trigrams

looked really looked (14) still breathing still (9) walked look back (9) closed eyes let (8) first time years (8) sat edge bed (6) something else something (6) like heartbeat like (6) one last time (5) screen went black (5) closed eyes listened (5) took step forward (5) reached coat pulled (5) answer right away (5) turned walked back (4) took another step (4) like coming home (4) first time weeks (4) like always like (4) three weeks ago (4) arms wrapped around (4) close enough smell (4) sat kitchen table (3) laughed short sharp (3) turned looked really (3) stood walked edge (3) like metronome counting (3) really looked eyes (3) locked door sat (3) walked away look (3)
##### google/gemma-4-26B-A4B-it

Most Similar To:

gemini-3.1-flash-lite-preview (distance=0.704)
gemini-3-flash-preview (distance=0.732)
google/gemma-4-31B-it (distance=0.744)
XiaomiMiMo/MiMo-V2-Flash (distance=0.793)
zai-org/GLM-4.7-Flash (distance=0.806)

Top Repetitive Words

elara thrum dampeners unnervingly silas vane thudding monoliths prickle workbench terrifyingly elias bioluminescent entropic flickered rhythmic hissed rasp frantic jagged thud calloused pulsing scavenged uncoordinated flickering groaned vibrated lunged floorboards whispered overwritten trembling dampness unadulterated aegis throb blackwood unyielding murmured leaned sodden streetlights creak airlock pressurized gripped clack thorne agonizing

Top Repetitive Phrases

breath coming in ragged (10) felt less like (10) looked like a man (9) said, her voice dropping (8) like a physical blow (7) voice barely audible (7) heart hammering a frantic (6) voice dropping to a low (6) felt like a physical (6) felt a sudden, sharp (6) looked less like (6) felt a profound sense (6) one last time (6) Silas said, his voice (6) could feel the heat (5) hand hovering near (5) leaving behind a hollow (5) heart hammering against her ribs (5) looking less like (5) breath coming in shallow (5) Elias said, his voice (5) felt a wave of nausea (4) can't go back (4) reached out, his hand hovering (4) Silas said, his eyes (4) long, dancing shadows (4) said, her voice barely (4) felt a strange, hollow (4) like a physical weight (4) deep, bruised violet (4)

Top Bigrams

silas said (33) like man (23) voice dropping (22) violet light (21) sudden sharp (19) sudden violent (17) vane said (15) heavy rhythmic (14) elias said (13) physical blow (12) elias thorne (11) coming ragged (11) silas looked (10) flashlight beam (10) pure unadulterated (10) physical weight (9) hand hovering (9) casting long (9) dropping low (8) felt profound (8) rhythm ribs (7) metallic tang (7) hammering ribs (7) silas stood (7) thorne voice (7) rhythmic pulsing (7) frantic uneven (7) smile touching (7) silence longer (7) seemed vibrate (7)

Top Trigrams

said voice dropping (12) felt less like (10) breath coming ragged (10) said voice trembling (9) looked like man (9) voice dropping low (8) said voice barely (8) first time life (8) elias said voice (7) said voice sounding (7) like physical blow (7) silas said voice (7) said voice low (7) voice barely audible (7) felt sudden sharp (7) smile touching lips (7) looked less like (6) heart hammering ribs (6) said voice steady (6) felt like physical (6) heart hammering frantic (6) one last time (6) felt profound sense (6) hit like physical (6) looking less like (5) leaving behind hollow (5) reached hand hovering (5) hand hovering near (5) could feel heat (5) breath coming shallow (5)
##### gemini-3.1-flash-lite-preview

Most Similar To:

gemini-3-flash-preview (distance=0.701)
google/gemma-4-26B-A4B-it (distance=0.704)
google/gemma-4-31B-it (distance=0.718)
XiaomiMiMo/MiMo-V2-Flash (distance=0.746)
zai-org/GLM-4.7-Flash (distance=0.768)

Top Repetitive Words

elara wheezed thrum bioluminescent thorne floorboards shimmered clack doorframe elias flickered murmured hissed hummed groaned vibrated grunted jagged flickering pulsing vane terrifyingly rhythmic muttered whispered soled shuddered thud darting rusted airlock workbench motes shimmering frantic rasp pulsed rippled flicker bulkhead obsidian ledgers leaned ledger discordant suffocating gestured translucent julian gesturing

Top Repetitive Phrases

said, her voice dropping (11) voice barely audible (11) first time in his life (11) said, his voice flat (10) Elias said, his voice (10) voice dropping into a register (9) said, his voice dropping (7) Thorne said, his voice (7) looked less like (6) voice sounding thin (5) said, his voice barely (5) felt less like (4) one last time (4) long time, listening (4) voice sounded like (4) eyes locking onto (4) felt a sudden, sharp (4) voice dropping to a whisper (4) voice sounding like (4) legs feeling heavy (3) stood there for a long time (3) like dry leaves (3) dry leaves skittering (3) like a physical blow (3) mask of pure, unadulterated (3) voice was flat, devoid (3) dropping into a register that felt (3) seemed to pulse in time (3) said, her voice barely (3) voice barely a whisper (3)

Top Bigrams

elias said (39) voice dropping (28) whispered voice (28) thorne said (24) voice barely (19) voice flat (17) voice sounding (15) sudden sharp (11) voice cracking (11) dropping register (10) metallic tang (9) eyes tracking (9) reached fingers (9) like man (9) voice echoing (9) like physical (8) physical weight (7) slow rhythmic (7) hand hovering (7) fingers brushing (7) heavy iron (7) devoid usual (6) hammering ribs (6) breath hitching (6) elias whispered (6) physical blow (6) becoming part (6) locking onto (5) thick scent (5) glowing soft (5)

Top Trigrams

said voice dropping (20) elias said voice (20) first time life (14) said voice flat (14) voice barely audible (11) thorne said voice (10) voice dropping register (10) said voice barely (9) voice sounding like (6) looked less like (6) heart hammering ribs (5) voice sounding thin (5) face inches mine (4) whispered voice sounding (4) said voice smooth (4) eyes locking onto (4) long time listening (4) air thick scent (4) felt sudden sharp (4) voice sounded like (4) said voice low (4) felt less like (4) one last time (4) reached hand hovering (4) voice dropping whisper (4) reached fingers brushing (4) smile touching lips (4) stood long time (3) took step forward (3) whispered voice barely (3)
##### deepseek-ai/DeepSeek-V3.2-Speciale

Most Similar To:

chatgpt-4o-latest-2025-03-27 (distance=0.828)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.828)
deepseek-ai/DeepSeek-V3-0324 (distance=0.835)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.836)
tngtech/DeepSeek-R1T-Chimera (distance=0.839)

Top Repetitive Words

elara jingled clinked bedpost fitfully nodded crackled fluttered gleamed lunged stiffly flickered peered grinned glowed murmured lilt grunted streaked bellowed glanced hesitated buzzed gnawed gestured buzzes sighed glared shivered hissed gasped shuddered clutched starfire whispered groaned wailed leaped bandaged darted crouched furrowed prat trembled chuckled leaned grizzled disembarked loomed growled

Top Repetitive Phrases

took a deep breath (33) reached across the table (15) felt a weight lift (13) weight lift from his shoulders (10) across the table and took (10) behind a stack of crates (7) come a long way (6) spent the next day (6) felt a pang of guilt (5) put his arm around (5) felt like hours (4) wrapped his arms around (4) spread across his face (4) casting long shadows (3) put her arm around (3) weight lift from my shoulders (3) blanket wrapped around (2) night, as he lay in bed (2) sat at the kitchen table (2) said, “First, we need (1) blanket and wrapped it around (1) put an arm around (1) sat on the kitchen table (1) Let's craft: **Chapter (1) chapter 6," we'll output: **Chapter (1) chapter 6," we'll output the chapter (1) chapter 7," we'll output chapter (1) night, as I lay in bed (1) Let's craft chapter (1) wrapped her arms around (1)

Top Bigrams

plan chapter (36) follow plan (35) heart pounding (31) stepped forward (31) need get (30) chapter follow (27) next morning (26) phone buzzed (26) chapter chapter (23) raised eyebrow (23) across table (22) next day (20) output chapter (19) eyes wide (19) chapter aftermath (18) ok chapter (18) reached across (17) face pale (16) placed hand (16) one evening (16) hand shoulder (16) eyes lit (14) heart sank (14) stepped closer (14) weight lift (13) wrote chapter (13) lift shoulders (13) felt weight (13) mind raced (13) mind racing (13)

Top Trigrams

took deep breath (33) chapter follow plan (26) follow plan chapter (20) reached across table (15) felt weight lift (13) weight lift shoulders (13) across table took (10) put arm around (9) behind stack crates (7) come long way (6) spent next day (6) felt pang guilt (5) chapter output chapter (5) wrapped arms around (5) spread across face (4) felt like hours (4) night lay bed (3) sat kitchen table (3) casting long shadows (3) let craft chapter (3) said first need (3) blanket wrapped around (3)
##### google/gemini-2.5-flash-preview-05-20

Most Similar To:

NousResearch/Hermes-4-405B (distance=0.731)
gemini-2.5-pro-preview-06-05 (distance=0.732)
minimax/minimax-m2 (distance=0.753)
gemini-2.5-pro-preview-03-25 (distance=0.767)
zai-org/GLM-4.5 (distance=0.784)

Top Repetitive Words

elara rasped aris thrum unnervingly viewport vibrated valerius thrumming imperceptible prickle bioluminescence swiveled thorne flickered grunted crawler unblinking murmured crackled bioluminescent chitin gleamed vance gestured creak hissed flicker clattered grav terrifyingly guttural lunged hummed clutched pulsed furrowed interjected scoffed lurched blackwood shrieked drumbeat darted trembled groaned retorted impossibly weariness gaze

Top Repetitive Phrases

faint, almost imperceptible (11) said, his voice flat (8) voice barely audible (8) took a deep breath (8) something else entirely (7) fingers flying across (7) voice barely a whisper (6) felt less like (6) something else, something (5) smile touching his lips (5) felt like an eternity (5) asked, his voice low (4) breath coming in ragged (4) coming in ragged gasps (4) said, his voice a low (4) said, his voice firm (4) voice a low rumble (4) air grew heavier (4) moved with impossible speed (4) one last time (4) casting long, dancing (4) long, dancing shadows (4) spent the next few days (4) brow furrowed in concentration (4) blood ran cold (4) Every shadow seemed (3) smile spread across (3) smile playing on his lips (3) hand instinctively went (3) cold dread seeped (3)

Top Bigrams

almost imperceptible (33) whispered voice (28) flicker something (17) faint almost (16) voice raw (16) clock tower (16) energy signature (14) eyes usually (13) metallic tang (12) cold dread (11) jaw tight (11) air grew (11) voice strained (11) breath hitched (10) heart hammered (10) low resonant (9) hand instinctively (9) casting long (9) genuine smile (9) low hum (9) voice laced (8) fingers flying (8) touching lips (8) small almost (8) soft almost (8) seemed hum (7) hum vibrated (7) smile touching (7) every creak (7) strange mix (7)

Top Trigrams

faint almost imperceptible (11) something else something (11) said voice flat (9) took deep breath (8) voice barely audible (8) smile touching lips (7) something else entirely (7) fingers flying across (7) voice barely whisper (6) said voice low (6) felt less like (6) voice low rumble (6) flying across console (6) heart hammered ribs (6) said voice firm (5) asked voice low (5) brow furrowed concentration (5) felt like eternity (5) whispered voice barely (5) breath coming ragged (5) spent next days (4) asked voice barely (4) ran hand hair (4) said voice quiet (4) running hand hair (4) blood ran cold (4) squeezed eyes shut (4) air grew heavier (4) casting long dancing (4) long dancing shadows (4)
##### mistralai/Mistral-Large-3-675B-Instruct-2512

Most Similar To:

openrouter/bert-nebulon-alpha (distance=0.644)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.655)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.671)
mistral-medium-3.1 (distance=0.690)
deepseek-ai/DeepSeek-V3-0324 (distance=0.731)

Top Repetitive Words

exhaled jace unblinking crackled flickered hesitated creaked unreadable stilled lena crouched twitched hissed gestured hummed flinched nodded sighed grunted voss lunged elias mira flicked groaned yellowed smirked grinned gleamed fogging tightened blinked hitched sidearm winced flexed clenched squinted ached flinch flickering silhouetted leaned stared comms buzzed airlock undergrowth pulsed cobblestones

Top Repetitive Phrases

hands clenched into fists (25) turned and walked away (19) breath coming in ragged (16) coming in ragged gasps (15) reached out, her fingers brushing (14) reached out, his fingers brushing (14) breath coming fast (12) quiet for a long moment (12) breath came fast (12) arms wrapped around (11) air smelled like (10) casting long shadows (10) fingers tightened around (10) stepped closer, his voice (10) eyes locked onto (9) shook her head, her voice (9) stepped closer, her voice (9) Jace shook his head (9) voice barely above a whisper (9) like a living thing (8) stepped forward, his voice (8) finger tightened on the trigger (8) long shadows across (7) breath coming in short (7) heart pounding in her chest (7) arms crossed, watching (7) door swung open (6) Took you long enough (6) breath fogging in the cold (6) coming in short, sharp (6)

Top Bigrams

stepped closer (61) hands shaking (60) breath caught (48) fingers brushing (47) answer stared (46) expression unreadable (41) voice quiet (41) jaw tightened (39) breath coming (39) stomach twisted (36) breath hitched (35) reached fingers (35) like something (33) phone buzzed (33) exhaled nose (32) voice sharp (32) almost smiled (31) gon na (29) hands clenched (28) pulled phone (26) hands shook (23) like waiting (22) air thick (22) jace voice (21) jace answer (20) unknown number (20) closer voice (19) expression grim (19) expression darkened (19) gaze flicked (19)

Top Trigrams

reached fingers brushing (31) hands clenched fists (25) turned walked away (21) stepped closer voice (19) breath coming ragged (16) coming ragged gasps (15) breath coming fast (13) stepped forward voice (13) breath came fast (12) quiet long moment (12) pulled hand back (11) arms wrapped around (11) voice barely whisper (11) air smelled like (10) casting long shadows (10) fingers tightened around (10) jace shook head (9) eyes locked onto (9) face pale eyes (9) shook head voice (9) like living thing (8) heart pounding chest (8) finger tightened trigger (8) long shadows across (7) doorway arms crossed (7) breath coming short (7) arms crossed watching (7) fire burned embers (7) air thick smell (6) took long enough (6)
##### zai-org/GLM-4.7-Flash

Most Similar To:

zai-org/GLM-4.7 (distance=0.686)
healer-alpha (distance=0.705)
gemini-3-pro-preview (distance=0.735)
gemini-3-flash-preview (distance=0.740)
XiaomiMiMo/MiMo-V2-Flash (distance=0.747)

Top Repetitive Words

kaelen elara datapad rasped wheezed throbbed grunted elias hissed floorboards viewport thud groaned creaked muttered croaked shrieked flinched hummed vibrated whispered murmured workbench terrifyingly flickered shuddered thorne julian jagged heaving creak silas howled lunged heaved smelled comms pulsing trembling slumped growled roared thump stared obsidian shuddering knelt rusted blinked groaning

Top Repetitive Phrases

Julian said, his voice (9) knuckles turned white (7) said, his voice dropping (6) voice dropping an octave (5) Elias said, his voice (5) whispered, his voice cracking (4) lay there for a long time (4) like a physical blow (4) looked less like (4) said, his voice trembling (4) tasted like copper (4) door clicked shut (4) voice dropping to a conspiratorial (3) heart hammering a frantic (3) back against the wall, sliding (3) eyes rolling back (3) said, his voice low (3) said, his voice tight (3) smelled of old paper (3) want to go home (3) hammering a frantic rhythm (3) voice sounded small (3) said, his voice cracking (2) metallic tang of blood (2) said, her voice dropping (2) said, my voice dropping (2) mouth with the back of her hand (2) said, my voice flat (2) faint, metallic tang (2) leaned his head back (2)

Top Bigrams

julian said (49) elias said (31) elara said (20) elias looked (16) julian looked (16) voice cracking (16) chest heaving (15) door open (14) voice trembling (13) voice dropping (12) tasted like (12) looked hand (10) looked door (10) metallic tang (9) black sludge (9) whispered voice (9) like dying (9) heart hammering (9) old pennies (8) smell hit (8) knuckles turned (8) knuckles white (8) voice tight (8) air room (8) really looked (8) felt heavy (8) heavy wet (7) heavy iron (7) looked really (7) looked empty (7)

Top Trigrams

said voice dropping (10) julian said voice (10) said voice trembling (7) knuckles turned white (7) said voice flat (7) said voice low (6) looked really looked (6) elias said voice (5) voice dropping octave (5) said voice tight (5) whispered voice cracking (5) hit like physical (4) tasted like copper (4) like physical blow (4) door clicked shut (4) heart hammering frantic (4) heart hammering ribs (4) lay long time (4) looked less like (4) wiping sweat forehead (3) first time life (3) silas said voice (3) eyes rolling back (3) said voice steady (3) breath know holding (3) voice sounded small (3) voice dropping conspiratorial (3) croaked voice sounded (3) took hand grip (3) light looked like (3)
##### bytedance-seed-1.6

Most Similar To:

deepseek-ai/DeepSeek-R1 (distance=0.874)
Qwen3-Max-2025-09-24 (distance=0.878)
allenai/Olmo-3.1-32B-Think (distance=0.879)
RekaAI/reka-flash-3 (distance=0.883)
moonshotai/Kimi-K2-Instruct-0905 (distance=0.884)

Top Repetitive Words

elara kael lila glints crinkling calloused flinches glinting unresolvable flairs crumpled frayed creaks smudged crinkles mumbled creaked scurries doorframe singed chapped viewport tucks mutters bioluminescent scrawled blares chipped scuffed zara blared unscripted thudding hums gloved unbidden briny crinkled tucking enforcers flinch buzzes caked trudge blurt tightens crayon clattered peeking comms

Top Repetitive Phrases

one last time (15) never told anyone (5) first time since (5) hands shaking so hard (4) even though I know (4) wrapping around me like (2) wrapping around them like (1) wrapping around him like (1) hands are shaking too hard (1) hands shaking too hard (1) even though she doesn’t know (1)

Top Bigrams

word count (50) first time (33) fingers brushing (28) back door (28) voice rough (26) said voice (25) gon na (22) last night (22) split second (22) hands shaking (21) three times (21) voice tight (20) one last (20) even though (20) last time (18) says voice (17) voice cracking (16) last week (15) calloused fingers (14) thought lila (12) three days (12) glowing faintly (11) calloused hands (11) wrapping around (11) still clinging (11) left hand (11) throat tightens (10) lila frayed (10) crumpled note (10) still hiding (10)

Top Trigrams

one last time (15) hands shaking hard (6) first time since (5) never told anyone (5) even though know (5) wrapping around like (4)
##### openrouter/sherlock-dash-alpha

Most Similar To:

grok-4.1-fast (distance=0.735)
sonoma-sky-alpha (distance=0.798)
grok-4 (distance=0.829)
tngtech/DeepSeek-R1T-Chimera (distance=0.857)
deepseek-ai/DeepSeek-R1 (distance=0.862)

Top Repetitive Words

yowls throbbed buzzcut rasped whirred tendril wolfish itched panted ichor wheezed slinks rasp glinting ghosted paunch hummed crackled glitched hums veined gurgles flickered lurches clenches gashed twitched fogged creaked tendrils wiry throb hisses wheezes grunted fogging vapes mercs purred flickers gnawed tiktok throbs viewport gurgle coiling squelch muttered voss reeked

Top Repetitive Phrases

leaned close, breath (2) leaned too close, breath (1)

Top Bigrams

word count (88) chipped tooth (16) like bad (12) air thick (10) eyes locked (10) last night (9) eyes lock (8) leaned close (8) vape cloud (7) phone buzzed (7) eyes wild (7) like old (7) got ta (6) vape clouds (6) close breath (6) breath hot (6) door slam (6) hazel eyes (6) hit like (6) pulsing faint (5) jax eyes (5) palm bloody (5) wiry frame (5) rain hammered (5) gut twisted (5) breath ragged (5) hits like (5) like god (5) like promise (5) barked laugh (5)

Top Trigrams

leaned close breath (3)
##### allenai/Olmo-3.1-32B-Think

Most Similar To:

qwen/qwq-32b (distance=0.718)
tngtech/DeepSeek-R1T-Chimera (distance=0.724)
RekaAI/reka-flash-3 (distance=0.724)
deepseek-ai/DeepSeek-R1 (distance=0.726)
deepseek-ai/DeepSeek-V3-0324 (distance=0.778)

Top Repetitive Words

veyra elara kael rasped glinted whitcombe flickered lila hissed glinting throbbed thudded lira creaked locket trembled gestured crackled reeked lunged clattered unbidden whitened blared floorboard stilled glowed vibrated frayed recoiled viewport hummed muttered gleamed recyclers twitched screeched doorframe crouched whirled sneaker pulsed fogging flinched loomed snarled seeped sputtered fraying thorne

Top Repetitive Phrases

tasted like ash (11) casting jagged shadows (9) heartbeat, her mask slipped—a flicker (7) word tasted like (7) said, voice low (7) like a dying star (6) fingers closing around (6) said, voice flat (5) gaze locked onto (5) words hung, raw (5) eyes locked onto (4) think this changes anything (4) tilted her head, studying (4) said, voice steady (4) like a dying beast (4) without another word (4) knuckles whitened around (4) glowed faintly blue (3) breath fogging in the cold (3) lie tasted like (3) Sirens wailed outside (3) mask slipped—a flicker of something (3) said, voice tight (3) pulsed like a heartbeat (3) room felt smaller (3) one last time (3) laughed, a sound like (3) floorboard creaked upstairs (3) blood ran cold (3) Blood welled, dark (3)

Top Bigrams

word count (69) data chip (23) breath hitched (23) like dying (17) scar wrist (15) fingers brushing (15) throat tightened (15) mask flicker (14) like ash (14) knuckles whitened (13) like heartbeat (13) jaw tightened (13) knuckles white (13) heartbeat mask (12) fingers brushed (12) hung raw (11) jagged shadows (11) frayed edges (11) glowed faintly (10) word tasted (9) casting jagged (9) voice frayed (9) breath fogging (9) fingers flying (9) hand drifted (9) words hung (9) outside rain (9) locked onto (9) flickered casting (8) laughed brittle (8)

Top Trigrams

tasted like ash (11) said voice flat (10) heartbeat mask flicker (10) casting jagged shadows (9) said voice low (8) word tasted like (7) like dying star (6) fingers closing around (6) words hung raw (5) pulsed like heartbeat (5) gaze locked onto (5) said voice steady (5) said voice tight (5) without another word (4) memory surfaced unbidden (4) knuckles whitened around (4) like dying beast (4) eyes locked onto (4) think changes anything (4) breath warm ear (4) tilted head studying (4) door creaked open (3) room felt smaller (3) air tasted metallic (3) sirens wailed outside (3) mask flicker something (3) laughed short bitter (3) laughed sound like (3) doorway arms crossed (3) one last time (3)
##### minimax/minimax-m2

Most Similar To:

NousResearch/Hermes-4-405B (distance=0.736)
google/gemini-2.5-flash-preview-05-20 (distance=0.753)
zai-org/GLM-4.5 (distance=0.763)
XiaomiMiMo/MiMo-V2-Flash (distance=0.768)
gemini-2.5-pro-preview-03-25 (distance=0.776)

Top Repetitive Words

mara rasped gestured kade flickered thrum bioluminescence throbbed hummed vibrated crackled warred murmured lamplight pulsed thorne streetlight creaked motes viewport clutched unhurried hissed dismissively voss lunged recoiled regolith lyra shuddered faintly scavenged knelt grunted pulsing fissure gasped imperceptible enforcers unreadable ledger streetlights trembled whispered flicker shrieked snarled grimy flickering crouched

Top Repetitive Phrases

said, his voice low (13) felt less like (12) like a physical blow (12) voice barely audible (9) heart hammered against her ribs (8) said, her voice steady (7) Mara felt the weight (7) Mara said, her voice (7) gestured vaguely towards (7) voice steady despite (5) said, her voice firm (5) said, her voice low (5) eyes never leaving (5) seemed to pulse in time (5) tasted like ash (4) said, her voice barely (4) voice barely above a whisper (4) turned and walked away (4) hung heavy in the air (4) blood turned to ice (4) one last time (4) walked slowly towards (4) felt a chill deeper (4) trying to tell us (4) took a step closer (3) hand trembling slightly (3) face went white (3) text from an unknown number (3) said, her voice thick (3) looked at her, really looked (3)

Top Bigrams

mara felt (28) whispered voice (23) voice tight (22) mara stared (18) looked mara (18) like physical (17) gestured towards (17) metallic tang (16) gestured vaguely (16) silence stretched (15) mara nodded (14) low hum (14) felt different (14) mara stood (13) physical blow (13) dust motes (13) mara voice (12) seemed pulse (12) hammered ribs (11) mara looked (11) heart hammered (11) mara eyes (10) flicker something (10) towards back (10) phone buzzed (10) blue glow (10) familiar weight (9) expression unreadable (9) vaguely towards (8) steady despite (8)

Top Trigrams

said voice low (20) like physical blow (12) felt less like (12) something else something (11) said voice steady (11) heart hammered ribs (10) voice barely whisper (9) voice barely audible (9) gestured vaguely towards (8) mara felt weight (8) mara said voice (7) hit like physical (6) said quietly voice (6) voice steady despite (6) said voice firm (6) seemed pulse time (5) said voice tight (5) heat rise cheeks (5) tears streaming face (5) smile touching lips (5) alright said voice (5) eyes never leaving (5) whispered voice barely (4) trying tell us (4) felt chill deeper (4) hung heavy air (4) one last time (4) walked slowly towards (4) turned walked away (4) looked really looked (4)
##### openrouter/bert-nebulon-alpha

Most Similar To:

mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.644)
mistral-medium-3.1 (distance=0.660)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.661)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.682)
mistralai/Mistral-Small-4-119B-2603 (distance=0.735)

Top Repetitive Words

dain mira kael jace exhaled rook shimmered stilled unblinking flickered viewport crackled creaked gestured gleamed voss twitched unreadable sighed glistened hesitated nightstand ached whimpered lena nodded hissed grinned hummed pulsed flinched lunged smirked clattered flicked peephole groaned hitched tightened whirled firelight grunted beeped lurched glinting buzzed yellowed glared flexed sidearm

Top Repetitive Phrases

breath came fast (16) took a deep breath (12) hands clenched into fists (11) fingers tightened around (11) breath coming fast (10) studied him for a long moment (9) air thick with the scent (9) air smelled like (9) Mira shook her head (7) studied her for a long moment (7) door creaked open (7) Took you long enough (6) eyes locked onto (6) folded piece of paper (6) look like hell (6) pulse hammered in his throat (5) finger tightened on the trigger (5) casting long shadows (5) door slammed shut (5) jerked his chin toward (5) took another bite (5) Mira stepped forward (5) long shadows across (5) closing the door behind (5) blood ran cold (5) first time in a long (5) time in a long time (5) line went dead (5) door burst open (4) going to get yourself killed (4)

Top Bigrams

stepped closer (58) mira answer (55) breath hitched (41) stomach twisted (41) jaw tightened (40) phone buzzed (38) mira looked (37) breath caught (35) head tilted (33) jace voice (32) gaze flicked (32) fingers brushing (31) expression unreadable (30) smile sharp (27) unknown number (23) mira stood (22) pulled phone (22) mira voice (20) fingers tightened (20) mira look (19) pressed palm (19) grip tightened (19) mira turned (18) gon na (18) pulse spiked (18) exhaled sharply (17) next morning (17) studied long (17) fingers curled (17) like something (16)

Top Trigrams

studied long moment (17) breath came fast (16) text unknown number (13) took deep breath (12) breath coming fast (12) hands clenched fists (11) fingers tightened around (11) phone buzzed text (9) air smelled like (9) mira shook head (9) air thick scent (9) finally looked eyes (8) dark circles eyes (8) mira stepped forward (7) turned leave paused (7) door creaked open (7) jerked chin toward (7) pulse hammered throat (7) casting long shadows (6) took long enough (6) face pale eyes (6) folded piece paper (6) watched long moment (6) long moment turned (6) knees drawn chest (6) eyes locked onto (6) look like hell (6) air thick dust (5) door slammed shut (5) smile reach eyes (5)
##### mistral-medium-3.1

Most Similar To:

openrouter/bert-nebulon-alpha (distance=0.660)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.676)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.690)
mistralai/Mistral-Small-4-119B-2603 (distance=0.713)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.714)

Top Repetitive Words

veyra jingled twitched prickled crackled exhaled flickered creaked mira hissed viewport firelight mierda stilled ached recoiled kael hitched rook throbbed unreadable buzzed crouched shuddered glitched lila humorless itched gestured glinting howled hummed tightened flicked waver snarled yelped grinned grunted airlock groaned pulsed clutched flinched smirked lunged clenched murmured flinch lurched

Top Repetitive Phrases

fingers tightened around (19) air smelled like (19) face went pale (15) breath came fast (13) casting long shadows (13) something older, something (13) fingers curled into fists (12) fingers twitched toward (11) breath coming in ragged (9) Took you long enough (8) text from an unknown number (7) fingers came away (6) turned and walked away (6) Mira stepped forward (6) coming in ragged gasps (6) long shadows across (6) line went dead (6) smelled like stale (6) breath coming fast (5) fluorescent lights buzzed (5) look like hell (5) hand twitched toward (5) knees pulled to his chest (5) breath came in ragged (5) door swung open (5) air thick with the scent (5) smile didn’t reach her eyes (5) air tasted like (5) skin* peeling back (5) smile didn’t reach their eyes (4)

Top Bigrams

phone buzzed (79) breath hitched (65) voice quiet (62) like something (53) unknown number (50) fingers twitched (47) stomach twisted (42) stomach dropped (39) mira voice (33) grip tightened (33) voice sharp (33) gaze flicked (27) gon na (26) buzzed unknown (24) fingers tightened (24) voice raw (23) expression unreadable (22) fingers curled (22) voice rough (21) something older (19) laughed low (19) chest ached (19) lights flickered (19) pulled phone (19) smile wide (18) jaw tightened (18) wind howled (18) wait grabbed (17) smile waver (17) fingers brushing (17)

Top Trigrams

phone buzzed unknown (24) buzzed unknown number (24) fingers tightened around (19) air smelled like (19) something older something (16) breath came fast (15) face went pale (15) breath hitched know (15) reached pocket pulled (13) casting long shadows (13) phone buzzed text (12) fingers curled fists (12) smile reach eyes (12) answer already knew (11) fingers twitched toward (11) air thick scent (10) took long enough (9) breath coming ragged (9) breath coming fast (8) air tasted like (8) knees pulled chest (8) watched long moment (8) phone buzzed pocket (7) text unknown number (7) turned walked away (7) skin peeling back (7) way fingers twitched (7) twitched toward knife (7) watched expression unreadable (7) pulse hammered throat (6)
##### grok-4

Most Similar To:

sonoma-sky-alpha (distance=0.698)
openrouter/sherlock-dash-alpha (distance=0.829)
tngtech/DeepSeek-R1T-Chimera (distance=0.841)
deepseek-ai/DeepSeek-R1 (distance=0.857)
allenai/Olmo-3.1-32B-Think (distance=0.863)

Top Repetitive Words

elara slouched fidgeted messily hummed singeing throbbed tendril flickered crackled unhealed itched festered lingered protectiveness gnawed whittling grunted yelped innit muttered rambled tendrils glinting whirled absently lunged absentmindedly squelching unevenly glitched creaked glitchy glitching gleamed unbidden subtext fiddled flickering slicked blared scavenged fogged thudding pilfered frayed whimpered smirked mira simmered

Top Repetitive Phrases

one last time (5) casting long shadows (4) twisted her wedding ring (4) hit like a gut (4) like a gut punch (4) like a bad decision (3) casting shadows that danced (3) slipped out the back door (2) slipped in through a back door (1) twisted his wedding ring (1) hit me like a gut (1)

Top Bigrams

word count (89) green eyes (34) last night (28) like bad (27) heart pounding (23) hit like (19) air thick (17) voice cracked (16) hazel eyes (15) like always (13) amid chaos (11) eyes shadowed (11) like forgotten (10) biting lip (10) chaos erupted (9) eyes scanning (9) eyes flashing (9) eyes darting (9) like smoke (9) like accusations (8) lingered like (8) gesturing wildly (8) breathing ragged (8) like storm (8) breaths ragged (7) lingering like (7) wiry frame (7) dark humor (7) alex like (7) like something (7)

Top Trigrams

hit like gut (5) twisted wedding ring (5) one last time (5) casting long shadows (4) like gut punch (4) casting shadows danced (3) like bad decision (3) slipped back door (3)
##### sam-paech/gemma-3-27b-it-antislop

Most Similar To:

google/gemma-3-4b-it (distance=0.842)
google/gemma-3-27b-it (distance=0.845)
google/gemma-3-12b-it (distance=0.851)
sam-paech/gemma-3-12b-it-antislop (distance=0.859)
gemini-2.5-pro-preview-06-05 (distance=0.878)

Top Repetitive Words

rostova sketching stammered marius blackwood perceptible ainsworth crystalline sketchbook shielding distorted lunged lena tiber shard oppressive devoid strangely brittle inflection decipher interference altered curt julian hesitated resembled intently deliberately muttered gaze emptiness lingering distortion composure buzzed reyes hardening thorne subsided observing whisper bracing cramped softening withered dilapidated strained herbs rearranged

Top Repetitive Phrases

voice barely a whisper (26) voice barely above a whisper (11) said, his voice barely (11) voice barely audible (11) keeping my tone neutral (8) gave a curt nod (6) replied, keeping my tone (6) forced myself to remain calm (5) replied, keeping her tone (5) said, her voice barely (5) said, my voice barely (4) finally said, his voice (4) remained silent for a long (4) silent for a long moment (4) expression remained unchanged (4) replied, deliberately vague (4) confessed, his voice barely (4) gave a bitter laugh (4) voice devoid of emotion (4) voice dangerously calm (4) casting long, distorted (4) long, distorted shadows (4) Every shadow seemed (3) stray strand of hair (3) heart hammered against my ribs (3) suddenly felt oppressive (3) forcing herself to remain calm (3) keeping her tone neutral (3) forcing a casual tone (3) attempting a casual tone (3)

Top Bigrams

voice barely (48) barely whisper (37) respond simply (25) keeping tone (20) metallic tang (17) tone neutral (14) replied keeping (12) devoid emotion (12) desperate attempt (12) chapter weight (11) noticed subtle (11) replied tone (11) remained unchanged (11) following days (11) expression remained (10) discovered hidden (9) someone deliberately (9) resembled nothing (9) completely absorbed (9) oppressive atmosphere (8) tone devoid (8) illumination came (8) said attempting (8) forced remain (8) deliberately vague (7) expression hardening (7) voice dangerously (7) remained mostly (7) stated tone (7) everything alright (7)

Top Trigrams

voice barely whisper (37) said voice barely (20) voice barely audible (11) replied keeping tone (11) keeping tone neutral (11) something else something (7) forced remain calm (7) asked voice barely (6) gave curt nod (6) flipping brittle pages (5) replied deliberately vague (4) remained silent long (4) silent long moment (4) voice dangerously calm (4) carefully choosing words (4) gave bitter laugh (4) confessed voice barely (4) casting long distorted (4) long distorted shadows (4) everything alright asked (4) said voice surprisingly (4) voice devoid emotion (4) finally said voice (4) forcing remain calm (4) respond simply held (4) expression remained unchanged (4) choosing words carefully (4) forcing casual tone (3) sinking feeling something (3) caught glimpse reflection (3)
##### elephant-alpha

Most Similar To:

gpt-5-nano-2025-08-07 (distance=0.832)
gpt-5-mini-2025-08-07 (distance=0.856)
gpt-5.4-nano (distance=0.856)
minimax/minimax-m2 (distance=0.859)
deepseek-ai/DeepSeek-V3.2 (distance=0.866)

Top Repetitive Words

elara unkindly aris thrum sigil viewport prickle flickered unhurried murmured hummed timestamps recalibration unadorned seep glowed cataloged acknowledgment dimmed gestured jace exhaled thinned imperceptible ledgers rearrangement lingered dulled creak rourke unreadable stillness silas faintest unspoken heartbeats rippled stuttered murmur luminescence dimming scuff muttered lattice ledger threading paused flinched nudging faintly

Top Repetitive Phrases

felt less like (16) one last time (10) pressure behind her eyes (5) felt the familiar tug (5) feeling the familiar weight (5) studied her for a long moment (4) said, his voice low (4) said, her voice steady (4) doors opening and closing (3) said, voice low (3) like stepping onto (3) let the silence stretch (3) let the sentence hang (3) practiced ease of someone (3) like a physical pressure (3) steady despite the tremor (3) lay awake listening (3) might one day (3) lay still, listening (3) hands raised in a gesture (3) fingers tracing the edge (3) Inside, the air smelled (3) replied, feeling the weight (3) smelled of dust and old (2) dust and old paper (2) Chapter 8: The New Equilibrium (2) smelled of dust, old (2) inclined his head, a gesture (2) studied him for a long moment (2) said, her voice measured (2)

Top Bigrams

felt familiar (19) said unkindly (16) felt less (16) feeling familiar (14) low thrum (11) subtle shift (11) voice carrying (11) familiar weight (10) one night (10) feeling weight (10) shared language (9) old paper (9) reach eyes (9) pressure behind (8) let silence (8) like physical (8) steady despite (7) subtle shifts (7) new equilibrium (7) voice measured (7) walked perimeter (7) one day (7) voice smooth (7) studied long (7) familiar tug (6) deliberate care (6) fingers hovering (6) replied feeling (6) smelled dust (6) response immediate (6)

Top Trigrams

felt less like (16) one last time (10) said voice low (8) said voice steady (7) studied long moment (7) pressure behind eyes (6) feeling familiar weight (6) felt familiar tug (5) settle onto shoulders (5) smelled dust old (4) let silence stretch (4) practiced flick wrist (3) said voice measured (3) steady despite tremor (3) hands raised gesture (3) inclined head gesture (3) lay awake listening (3) like physical pressure (3) like stepping onto (3) chapter new equilibrium (3) inside air smelled (3) dust old paper (3) practiced ease someone (3) replied feeling weight (3) smile reach eyes (3) lay still listening (3) fingers tracing edge (3) doors opening closing (3) let sentence hang (3) might one day (3)
##### Qwen/Qwen3.5-35B-A3B

Most Similar To:

Qwen/Qwen3.5-122B-A10B (distance=0.650)
Qwen/Qwen3.5-27B (distance=0.655)
Qwen/Qwen3.5-397B-A17B (distance=0.702)
Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.773)
healer-alpha (distance=0.782)

Top Repetitive Words

kaelen elara kael swirling buzzed silas flickered elias hummed vibrated floorboards doorframe creaked groaned streetlights humming deadbolt viewport motes creak ached wobbled rusted exhaled flinched hums hissed gestured crate smelled elena leaned dripped readout crunched glowed pantry looked thud pulsing nodded thump blinked flinch washing idling pulsed hovered gantry raspy

Top Repetitive Phrases

One, two, three (19) could feel the vibration (11) could feel the heat (10) looked like a bruise (8) looked like a man (7) rain was still falling (7) need to make sure (5) two, three, four (5) stopped ten feet (4) look like a man (4) two days ago (3) smelled like rain (3) stood up and walked to the window (3) ran a finger along (3) could feel the weight (3) pulled his hand back (3) could hear the blood (3) tasted like copper (3) put my hand on her shoulder (3) put her hand on the glass (2) would come back (2) could hear the sound (2) silence in the room was heavy (2) reached into his pocket and pulled (2) eyes were wide, the pupils (1) put my hand on his shoulder (1) going to let me die (1) look like the man (1) silence in the room is heavy (1) going to let him die (1)

Top Bigrams

door open (286) looked floor (280) floor water (167) looked door (133) elias said (123) phone pocket (109) put phone (109) looked window (104) looked know (99) pocket looked (93) stood walked (43) looked hands (27) walked window (25) felt weight (22) door locked (20) looked screen (18) feel heat (18) put bag (16) feel vibration (15) like man (14) floor looked (14) said kaelen (12) counted steps (12) dust motes (12) air cold (12) metal cold (11) phone screen (11) would come (11) sat put (11) listened silence (11)

Top Trigrams

one two three (22) walked door opened (13) could feel vibration (12) stood walked window (12) looked window looked (12) could feel heat (10) looked door looked (9) reached pocket pulled (9) stood walked door (9) looked floor looked (8) looked like bruise (8) closed eyes listened (8) two three four (8) walked window looked (8) looked like man (7) opened eyes looked (7) closed eyes could (7) rain still falling (7) turned tap water (6) door put hand (6) said voice flat (6) pulled hand back (5) look back knew (5) said voice sounded (5) look like man (5) eyes could feel (5) tap water ran (5) sink turned tap (5) need make sure (5) stood legs felt (5)
##### mistralai/Mistral-Small-4-119B-2603

Most Similar To:

mistral-medium-3.1 (distance=0.713)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.728)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.731)
openrouter/bert-nebulon-alpha (distance=0.735)
deepseek-ai/DeepSeek-V3-0324 (distance=0.740)

Top Repetitive Words

veyne exhaled flickered creaked harkin strongbox rook glinted crackled elias twitched lena whitmore shimmered firelight vibrated hissed glistened hummed glitched sigil trembled buzzed clattered ached voss pocketed flicked stilled glowed idled crouched pulsed knelt gloved dripped hitched peephole locket flinched lunged squinted flinch groaned ledger recoiled yawned blinked rippled hovered

Top Repetitive Phrases

smelled like burnt (8) fingers curled into fists (7) faint metallic tang (7) one last time (7) air smelled like (7) breath came fast (7) voice dropped to a whisper (6) single sheet of paper (6) air was thick with the scent (5) Close enough that she could (5) gonna burn (5) smelled like wet (5) Elias exhaled through his nose (5) tasted like rust (5) smelled like old (5) took a step forward (5) breath came in short (5) mouth with the back of her hand (4) gaze locked onto (4) wiped her mouth with the back (4) smelled like ozone (4) blood turned to ice (4) phone buzzed in my pocket (4) finally met his eyes (3) door clicked shut (3) stepped inside without (3) without looking back (3) said, voice breaking (3) left hand still (3) like it might explode (3)

Top Bigrams

smelled like (73) phone buzzed (59) exhaled nose (30) breath hitched (29) voice dropped (23) like something (18) unknown number (18) gon na (17) fingers curled (17) like dying (16) voice cut (16) like man (15) like wet (15) door open (14) fingers twitched (14) like someone (14) slow deliberate (13) buzzed pocket (12) gaze flicked (12) elias exhaled (11) elias said (11) one one (10) laughed sharp (9) pocketed phone (9) said nothing (9) like heartbeat (9) like burnt (9) curled fists (9) one hand (9) stomach dropped (9)

Top Trigrams

one two three (14) phone buzzed pocket (12) close enough could (10) air smelled like (9) faint metallic tang (8) smelled like burnt (8) fingers curled fists (8) one last time (8) reached pocket pulled (8) breath came fast (7) breath came short (6) single sheet paper (6) smelled like old (6) voice dropped whisper (6) air thick scent (6) smelled like wet (5) took deep breath (5) laughed sound like (5) took step forward (5) tasted like rust (5) left hand still (5) elias exhaled nose (5) mouth back hand (5) enough could see (5) wiped mouth back (5) fire burned low (5) gon na burn (5) smelled like ozone (4) said without looking (4) tilted head toward (4)
##### sonoma-sky-alpha

Most Similar To:

grok-4 (distance=0.698)
openrouter/sherlock-dash-alpha (distance=0.798)
tngtech/DeepSeek-R1T-Chimera (distance=0.843)
allenai/Olmo-3.1-32B-Think (distance=0.848)
grok-4.1-fast (distance=0.848)

Top Repetitive Words

elara omnicorp uncoiling tendril hummed singeing rasped callused thudded slouched throbbed glinting prickle crinkling flickered coiling rambled crackled thrum lilt grunted unblinking creaks tendrils regolith unbidden lila haltingly teetered fraying lingered itched squelching thudding gnawed lumbered shambling welts scavenged blared harlan whimpered teacups twirled steadying pulsing creaked flickering lunged absentmindedly

Top Repetitive Phrases

voice steady despite (7) like a gut punch (5) casting long shadows (4) hit like a gut (4) like a bad hangover (4) door burst open (3) rain eased to a drizzle (3) resolve cracking like (3)

Top Bigrams

word count (96) green eyes (51) like bad (31) air thick (19) voice cracked (16) last night (16) hit like (15) phone buzzed (14) voice cracking (12) bloody hell (11) voice steady (10) gon na (9) eyes locking (9) heart slamming (9) eyes narrowing (9) hazel eyes (9) like smoke (9) steady despite (8) like confetti (8) smoke curling (8) like jax (7) faint like (7) cracking like (7) fingers tracing (7) breath ragged (7) voice rough (7) eyes flashing (7) eyes darting (7) bad hangover (6) air hummed (6)

Top Trigrams

voice steady despite (7) like gut punch (5) waiting word count (4) hit like gut (4) like bad hangover (4) casting long shadows (4) rain eased drizzle (3) closer word count (3) door burst open (3) resolve cracking like (3)
##### google/gemma-3-27b-it

Most Similar To:

google/gemma-3-12b-it (distance=0.698)
google/gemma-3-4b-it (distance=0.764)
NousResearch/Hermes-4-405B (distance=0.806)
google/gemini-2.5-flash-preview-05-20 (distance=0.808)
gemini-2.5-pro-preview-06-05 (distance=0.812)

Top Repetitive Words

lysandra elara rostova veridian kael bioluminescent chronos stammered valerius crackled tiber alistair grunted flickered hesitated hemlock unreadable unease gestured imperceptible trembling thorne elias unsettling flicker impassive unwavering raspy luminescence furrowed retorted shuddered scoffed poring contorted glanced gaze blackwood scrolled gravelly hulking pulsing lunged paused meticulously knelt pulsed chuckled stared clutching

Top Repetitive Phrases

voice barely a whisper (41) knew, with a chilling certainty (17) took a deep breath (16) growing sense of dread (12) heart pounding in her chest (12) said, her voice trembling (12) said, her voice barely (11) knew, with a growing sense (11) voice barely audible (10) eyes filled with a mixture (10) said, her voice laced (10) growing sense of unease (9) said, her voice firm (9) first time in a long (8) time in a long time (8) said, his voice trembling (8) said, his voice barely (8) voice trembling slightly (8) said, her voice cold (7) felt less like (7) felt a growing sense (7) brow furrowed in concentration (6) said, his voice raspy (6) turned and walked away (6) stumbled upon something (6) air was thick with the scent (6) said, my voice trembling (6) voice trembling with anger (5) said, her voice filled (5) felt a strange sense (5)

Top Bigrams

voice barely (53) asked voice (51) voice trembling (44) barely whisper (43) growing sense (27) felt surge (22) pounding chest (21) voice filled (21) voice laced (19) expression unreadable (18) knew chilling (17) chilling certainty (17) voice tight (17) knew growing (15) sense dread (14) voice firm (13) voice raspy (12) carefully constructed (12) sense unease (12) almost imperceptible (12) filled mixture (11) trembling slightly (11) eyes scanning (11) desolate landscape (10) face etched (10) wave nausea (10) shake feeling (10) voice sharp (10) chapter static (9) noticed subtle (9)

Top Trigrams

voice barely whisper (43) said voice trembling (28) said voice barely (26) heart pounding chest (21) knew chilling certainty (17) took deep breath (16) said voice firm (13) said voice laced (13) growing sense dread (12) said voice filled (12) asked voice barely (11) knew growing sense (11) voice barely audible (10) eyes filled mixture (10) growing sense unease (9) something else something (9) voice trembling slightly (8) said voice tight (8) said voice cold (8) first time long (8) time long time (8) looked eyes filled (8) said voice raspy (8) asked voice trembling (7) felt less like (7) said voice low (7) felt growing sense (7) air thick scent (6) brow furrowed concentration (6) stumbled upon something (6)
##### google/gemma-3-12b-it

Most Similar To:

google/gemma-3-27b-it (distance=0.698)
google/gemma-3-4b-it (distance=0.757)
google/gemini-2.5-flash-preview-05-20 (distance=0.831)
gemini-2.5-pro-preview-06-05 (distance=0.831)
NousResearch/Hermes-4-405B (distance=0.840)

Top Repetitive Words

kaelen elara seraphina rhys stammered unreadable crackled unease silas unsettling blackwood hesitated vance flicker retorted imperceptible sputtered eleanor labyrinthine gestured lingered flickered poring contorted meticulously paused trembling glanced spore hissed luminescence lunged unwavering thorne spores murmur tendrils muttered rhiannon melancholic nodded intricately cacophony gaze sighed gesturing raspy stillness intently resonated

Top Repetitive Phrases

voice barely a whisper (23) said, his voice low (13) voice trembling slightly (13) hung in the air, heavy (8) smile playing on her lips (8) felt a surge of anger (8) air was thick with the scent (7) felt a chill run (7) said, his voice barely (6) said, his voice laced (6) said, his voice a low (6) voice barely audible (6) eyes filled with a mixture (6) rain continued to fall (5) could have ever imagined (5) carefully constructed facade (5) small, intricately carved (5) smile playing on his lips (5) Elara said, her voice (5) said, her voice barely (5) long, distorted shadows (5) said, her voice low (4) hung heavy in the air (4) testament to the enduring power (4) words hung in the air (4) air, heavy with unspoken (4) took a deep breath (4) movements slow and deliberate (4) growing sense of unease (4) chill run down her spine (4)

Top Bigrams

asked voice (44) voice trembling (31) voice barely (30) felt surge (28) barely whisper (24) elara said (23) expression unreadable (23) carefully constructed (17) replied voice (17) paused added (17) air thick (17) rhys said (16) voice laced (15) trembling slightly (15) voice filled (15) flicker something (14) face etched (14) playing lips (14) smile playing (14) growing sense (13) sense unease (12) slow deliberate (12) voice tight (12) thick scent (11) strange sense (11) voice strained (11) profound sense (10) unsettling intensity (9) strange unsettling (9) expression mixture (9)

Top Trigrams

said voice low (25) voice barely whisper (24) smile playing lips (14) voice trembling slightly (13) elara said voice (12) said voice barely (11) air thick scent (10) asked voice barely (9) hung air heavy (8) felt surge anger (8) heart pounding chest (8) felt chill run (7) chill run spine (7) asked voice filled (7) sent shiver spine (7) said voice laced (7) eyes filled mixture (6) said voice trembling (6) voice barely audible (6) turned leave paused (5) small intricately carved (5) said voice surprisingly (5) asked voice trembling (5) unlike anything ever (5) long distorted shadows (5) said voice strained (5) could ever imagined (5) rain continued fall (5) asked voice low (5) carefully constructed facade (5)
##### mistralai/Mistral-Small-3.2-24B-Instruct-2506

Most Similar To:

mistralai/Ministral-3-14B-Instruct-2512 (distance=0.642)
openrouter/bert-nebulon-alpha (distance=0.661)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.671)
mistral-medium-3.1 (distance=0.714)
qwen/qwen3-32b (distance=0.715)

Top Repetitive Words

datapad exhaled rennick creaked flickered twitched crackled smirked voss gleamed elias unreadable hesitated hissed lunged groaned scowled firelight floorboard hitched paled flicked hummed growled muttered glinting smirk clenched tightened buzzed trembled grunted sighed grinned ached rourke shuddered waver pulsed murmured slithered glanced gestured sidearm lurched nodded frowned ajar smirking blinked

Top Repetitive Phrases

fingers tightened around (16) breath came fast (14) fingers curled into fists (11) door creaked open (11) blood ran cold (9) eyes locked onto (8) first time in a long (8) time in a long time (8) air smelled like (8) air thick with the scent (7) studied him for a long moment (7) took a deep breath (7) fingers twitched toward (7) took a step forward (7) door slammed shut (7) door clicked shut (6) casting jagged shadows (5) blood turned to ice (5) fingers curled around (5) pulse pounded in his ears (5) hands curled into fists (5) door burst open (5) studied me for a long moment (5) reached into his pocket and pulled (5) door swung open (5) Took you long enough (5) shadows across their face (4) like a dying star (4) casting long shadows (4) took another bite (4)

Top Bigrams

exhaled sharply (61) phone buzzed (41) breath hitched (40) stomach twisted (31) expression unreadable (29) met gaze (29) jaw tightened (28) eyes flicked (26) breath caught (23) fingers brushed (22) breath came (22) gon na (21) stomach dropped (19) fingers curled (18) tightened around (18) fingers twitched (17) expression darkened (17) fingers tightened (17) voice whisper (17) curled fists (16) studied long (16) air thick (16) air smelled (16) fingers brushing (15) came fast (15) mind raced (14) like something (13) clenched jaw (13) reach eyes (12) shadows across (12)

Top Trigrams

studied long moment (16) fingers tightened around (16) breath came fast (15) door creaked open (11) fingers curled fists (11) blood ran cold (9) air thick scent (9) reached pocket pulled (9) air smelled like (8) eyes locked onto (8) first time long (8) time long time (8) stepped closer voice (8) took deep breath (7) pulse hammered throat (7) fingers twitched toward (7) took step forward (7) shadows across face (7) door slammed shut (7) voice barely whisper (6) smile reach eyes (6) pulse pounded ears (6) door clicked shut (6) eyes flicked back (6) gaze expression unreadable (6) took long enough (5) running hand hair (5) blood turned ice (5) casting jagged shadows (5) door burst open (5)
##### RekaAI/reka-flash-3

Most Similar To:

qwen/qwq-32b (distance=0.684)
deepseek-ai/DeepSeek-R1 (distance=0.686)
tngtech/DeepSeek-R1T-Chimera (distance=0.704)
allenai/Olmo-3.1-32B-Think (distance=0.724)
deepseek-ai/DeepSeek-V3-0324 (distance=0.742)

Top Repetitive Words

veyra kael rasped glinted creaked flickered glinting bioluminescent hissed lunged ember reeked hummed floorboard keycard slithered twitched throbbed silas glowed crackled voss muttered mara trembled tendrils croaked blared clattered smirked lena gestured shuddered cybernetic recoiled pried purred viewport lurched squinted clutched crouched rusted howled intoned pulsed snarled murmured buzzed scrawled

Top Repetitive Phrases

door creaked open (11) blood turned to ice (7) lit a cigarette, the smoke (5) heels clicking like (5) serpent coiled around (4) glowing faintly blue (4) door slammed shut (4) Rain lashed the windows (4) cigarette, the smoke curling (4) smile didn’t reach his eyes (3) door swung open (3) smile didn’t reach her eyes (3) laughed, a hollow sound (3) parked two blocks (3) blood ran cold (3) casting jagged shadows (3) stepped closer, her voice (3) glowing like cursed (2) stepped forward, her voice (2) voice smooth as oil (2) voice, smooth as oil (1) stepped forward, his voice (1) stepped closer, his voice (1) stepped forward, voice (1) glowing like a cursed (1) smile that didn’t reach her eyes (1)

Top Bigrams

word count (28) phone buzzed (24) coiled around (14) stood doorway (14) smelled like (14) said nothing (13) fingers brushing (13) voice echoed (13) stepped closer (13) creaked open (12) door creaked (11) lit cigarette (11) gon na (10) breath hitched (10) unknown number (10) like dying (10) lab coat (10) knelt beside (10) lena whispered (9) glowing faintly (9) throat tightened (9) voice boomed (9) usb drive (8) smile reach (8) reach eyes (8) hands shook (8) floorboard creaked (7) rain lashed (7) blood turned (7) turned ice (7)

Top Trigrams

door creaked open (11) smile reach eyes (7) blood turned ice (7) phone buzzed text (5) lit cigarette smoke (5) heels clicking like (5) cigarette smoke curling (4) glowing faintly blue (4) door slammed shut (4) stepped forward voice (4) serpent coiled around (4) stepped closer voice (4) rain lashed windows (4) parked two blocks (3) blood ran cold (3) glowing like cursed (3) voice smooth oil (3) door swung open (3) casting jagged shadows (3) laughed hollow sound (3)
##### qwen/qwen3-32b

Most Similar To:

qwen/qwen3-30b-a3b (distance=0.698)
qwen/qwen3-14b (distance=0.706)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.715)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.747)
qwen/qwq-32b (distance=0.763)

Top Repetitive Words

elara kael flickered trembled glinted creaked crackled pulsed shimmered sizzled mara firelight locket bioluminescent glowed gestured twitched enforcers juno flickering faintly glinting exhaled unreadable pulsing unbidden hissed fluttered lunged muttered underbrush shrieked spores tightened thundered reeked buzzed hummed rippled groaned hesitated trembling flared jawline hovered cobblestones floorboards syndicate shuddered hunched

Top Repetitive Phrases

hands clenched into fists (15) said, his voice low (15) air thick with the scent (11) said, her voice low (9) hand closed around (9) Kael stepped forward (8) door burst open (7) like a dying star (7) flickering like a dying (7) look like you’ve seen (7) breath came in ragged (7) came in ragged gasps (7) words felt hollow (7) door slammed shut (6) Mara stepped closer (6) stepped closer, his voice (6) hum grew louder (6) room fell silent (5) said, his voice steady (5) casting jagged shadows (5) said, his voice smooth (5) face a mask of fury (5) metallic, like blood (5) hand went to the knife (5) said, her voice tight (5) voice was barely a whisper (5) stepped closer, her voice (5) door slammed open (4) air was thick with the scent (4) said, her voice smooth (4)

Top Bigrams

stepped closer (62) breath caught (51) voice low (46) voice whisper (44) hands trembled (38) voice quiet (36) jaw tightened (34) voice sharp (34) voice steady (30) hand went (30) air thick (27) like heartbeat (23) lights flickered (21) fingers brushing (20) hand tightened (20) hands clenched (20) hands trembling (19) mara stepped (18) boots crunching (18) flickering like (17) voice smooth (17) mind raced (17) pulsed faintly (16) like dying (16) voice cold (16) thick scent (15) fingers brushed (15) closer voice (14) hand trembled (14) walls lined (14)

Top Trigrams

said voice low (28) hands clenched fists (16) air thick scent (15) said voice smooth (13) stepped closer voice (12) hand closed around (9) hand went knife (9) kael stepped forward (8) said voice tight (7) look like seen (7) flickering like dying (7) something else something (7) words felt hollow (7) door burst open (7) breath came ragged (7) came ragged gasps (7) said voice soft (7) like dying star (7) said voice steady (6) voice barely whisper (6) said voice quiet (6) hum grew louder (6) door slammed shut (6) mara stepped closer (6) words hit like (5) room fell silent (5) metallic like blood (5) stepped forward voice (5) face mask fury (5) casting jagged shadows (5)
##### grok-4.1-fast

Most Similar To:

openrouter/sherlock-dash-alpha (distance=0.735)
sonoma-sky-alpha (distance=0.848)
grok-4 (distance=0.870)
tngtech/DeepSeek-R1T-Chimera (distance=0.882)
deepseek-ai/DeepSeek-R1 (distance=0.883)

Top Repetitive Words

halluc whir haunch whirred throbbed wheeze itched wolfish wheezed dirge hummed rasp glovebox plink slosh gurgle slurped regolith knuckled fogged sputter crackled coords thumbed nightie hums pawed skitter ghosted palmed throb warble voids flickered yanked wheezes glinting lunged clink squelch freckle reek harlan haze twitched gnaw clench hulks drummed flask

Top Repetitive Phrases

five years back (2) Five years back (1)

Top Bigrams

word count (79) blue eyes (13) last night (11) like bad (10) three days (8) breath ragged (7) eyes dart (7) years back (6) black hair (6) hum low (5) cough hacked (5) nails rake (5) rain hammered (5) blood hot (5) hung thick (5) voice cracked (5) eyes flicked (5) like old (5) five years (5) haze thick (4) better n (4) phone glow (4) gut twisted (4) rain lashed (4) breath hot (4) hand brushed (4) air thick (4) hit like (4) living room (4) glow faint (3)

Top Trigrams

five years back (3)
##### ftpo-exp501

Most Similar To:

sam-paech/gemma-3-12b-it-antislop (distance=0.837)
sam-paech/gemma-3-27b-it-antislop (distance=0.889)
google/gemma-3-12b-it (distance=0.907)
google/gemma-3-4b-it (distance=0.909)
gemini-2.5-pro-preview-03-25 (distance=0.919)

Top Repetitive Words

viewport moreau composure ainsworth momentarily telemetry lingered bren floorboard reverberated distortions rhys demeanor permeated apprehension vance waveforms hesitated inquired cadence clouding harmonics crimson distorted glanced scrutinized reyes mara scrutinizing obscured distortion countered orchestrated cryptic terse discoloration softening suppressed shielded corrupted intensifying pervasive subdued localized navigated momentary observing digitized pulsating bookshelves

Top Repetitive Phrases

triggered a visceral reaction (6) composure momentarily fractured (4) sparked a deeper concern (3) retreated to a secluded corner (3) smile touching her lips (2) movements deliberate and graceful (2) movements were deliberate, graceful (1) smile touching his lips (1)

Top Bigrams

blue eyes (15) composed demeanor (12) composure momentarily (11) weathered features (11) detached amusement (9) confessed admission (9) clouding features (8) triggered visceral (8) observed studying (7) memory surfaced (7) visceral reaction (7) movements deliberate (7) distorted memories (7) movements jerky (7) guarded demeanor (7) abruptly ceased (7) pervasive atmosphere (6) panoramic viewport (6) observing unfolding (6) observing exchange (6) countered expression (6) hesitated studying (6) fractured revealing (6) eyes conveying (6) detached curiosity (6) underlying tension (6) muted tones (6) avoided gaze (6) averted gaze (6) archive repository (5)

Top Trigrams

triggered visceral reaction (6) composure momentarily fractured (4) retreated secluded corner (3) movements deliberate graceful (3) smile touching lips (3) sparked deeper concern (3)
##### nova-2-lite-v1

Most Similar To:

gpt-4.1-nano (distance=0.824)
minimax-m2-her (distance=0.830)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.837)
NousResearch/Hermes-4-405B (distance=0.838)
google/gemini-2.5-flash-preview-05-20 (distance=0.839)

Top Repetitive Words

elmhollow elara janek lira jingled flickered thrum unreadable furrowing nodded smirked murmured prickle shimmered hummed unease furrowed pulsed glanced hesitated creaked exhaled yawned whirled grinned growled gleamed whispered flickering gloved intertwining leaned rustle dimly imperceptible creak sparkled darting unblemished lingered palpable chuckled replaying motioned ajar gestured steadying blinked glowed muttered

Top Repetitive Phrases

took a deep breath (38) voice barely above a whisper (36) nodded, her mind racing (24) weight of the decision pressing (24) eyes locking onto (23) casting long shadows (21) air was thick with the scent (20) eyes scanning the room (20) ahead would be fraught (19) leaned forward, her eyes (19) ready to face whatever (18) would be fraught with danger (17) long shadows across (17) said, his voice low (17) studied her for a long moment (17) keeping my voice low (17) air grew colder (16) need to be prepared for the possibility (16) answer right away (16) air was filled with the scent (15) need to find a way (15) voice steady but laced (15) said, her voice low (15) voice low and dangerous (15) mind racing with possibilities (14) voice steady despite (14) made their way back (13) voice low and urgent (13) eyes locked onto (13) said, his voice steady (13)

Top Bigrams

mind racing (87) voice steady (79) expression unreadable (68) eyes scanning (63) voice tight (55) air thick (55) alex nodded (52) nodded mind (50) voice barely (48) nodded expression (45) voice filled (44) casting long (40) weight decision (39) captain janek (38) shake feeling (38) barely whisper (36) shadows across (34) jaw tightened (33) hidden room (32) alex felt (31) studied long (31) need careful (31) mix fear (30) face whatever (30) expression serious (29) decision pressing (27) elara nodded (23) racing need (23) locking onto (23) eyes locking (23)

Top Trigrams

said voice low (58) nodded mind racing (38) took deep breath (38) voice barely whisper (36) studied long moment (31) said voice steady (29) weight decision pressing (27) mind racing need (23) eyes locking onto (23) keeping voice low (22) air thick scent (21) casting long shadows (21) leaned forward eyes (21) eyes scanning room (20) voice low urgent (20) said voice filled (19) ahead would fraught (19) air filled scent (18) ready face whatever (18) would fraught danger (17) long shadows across (17) said voice tight (17) air grew colder (16) voice low dangerous (16) need prepared possibility (16) answer right away (16) need find way (15) mind racing possibilities (15) voice steady laced (15) stepped forward voice (14)
##### qwen/qwq-32b

Most Similar To:

RekaAI/reka-flash-3 (distance=0.684)
allenai/Olmo-3.1-32B-Think (distance=0.718)
deepseek-ai/DeepSeek-R1 (distance=0.729)
tngtech/DeepSeek-R1T-Chimera (distance=0.729)
qwen/qwen3-32b (distance=0.763)

Top Repetitive Words

veyra elara kael glinted flickered glinting rasped blackthorn hissed blared lunged throbbed trembled crackled nessa creaked hummed stilled shimmered pulsed glowed gestured muttered lila shuddered locket twitched smirked paled hesitated hazel pocketed knelt clattered voss recoiled lurched whispered whitened buzzed reeked growled clutched groaned vibrated dirge mara tendrils murmured lingered

Top Repetitive Phrases

pocket watch ticked (12) laughed, sharp and brittle (7) said, her voice steady (7) Word count:** ~1000 --- **Key (6) words hung in the air (6) blood ran cold (5) breath came in ragged (4) Word count: 998) --- **Key (4) door slammed shut (4) door creaked open (4) said, voice tight (4) door burst open (4) smile didn’t reach her eyes (4) blood turned to ice (4) said, voice raw (4) said, her voice hollow (4) words hung like (3) breath came in shallow (3) came in shallow gasps (3) door swung open (3) flicker of something like (3) head snapped toward (3) body lay still (3) stumbled back, clutching (3) said, her voice a blade (3) stepped forward, her voice (3) breath came shallow (2) said, her voice raw (2) breath warm against her ear (2) stepped forward, his voice (2)

Top Bigrams

word count (41) pocket watch (29) phone buzzed (26) breath hitched (19) jaw tightened (19) hands shook (18) voice echoed (18) voice raw (17) words hung (17) throat tightened (17) count key (16) data chip (15) next morning (15) voice steady (14) human touches (13) key elements (13) voice cracked (13) watch ticked (12) fingers brushed (12) elara said (11) hands steady (11) voice crackled (11) like heartbeat (10) air tasted (10) breath ragged (9) lights flickered (9) hands trembled (9) open inside (9) like dying (9) beneath skin (9)

Top Trigrams

word count key (16) pocket watch ticked (12) said voice steady (8) laughed sharp brittle (7) said voice raw (6) words hung air (6) blood ran cold (5) stepped forward voice (5) breath came shallow (5) door creaked open (4) blood turned ice (4) smile reach eyes (4) said voice hollow (4) said voice tight (4) door slammed shut (4) door burst open (4) breath came ragged (4) head snapped toward (3) words hung like (3) door swung open (3) said voice blade (3) go said voice (3) body lay still (3) clicked open inside (3) stumbled back clutching (3) came shallow gasps (3) flicker something like (3) breath warm ear (3)
##### qwen/qwen3-14b

Most Similar To:

qwen/qwen3-30b-a3b (distance=0.682)
qwen/qwen3-32b (distance=0.706)
qwen/qwen3-4b (distance=0.753)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.773)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.790)

Top Repetitive Words

kael creaked lila unreadable flickered bioluminescent shimmered unblinking trembled twitched pulsed sidearm trembling tightened voss fogging glowed clara gestured groaned lena howled flicked knelt flickering muttered hesitated vane crouched faintly smirked convulsed pulsing hilt whisper pounding darkened flinched exhaled pounded hitched nodded acrid floorboards reverent creak iridescent flicking clenched crackle

Top Repetitive Phrases

fingers tightened around (47) something that looked like (47) voice barely above a whisper (46) first time, she wasn’t sure (45) said, his voice low (28) eyes were filled with something (28) eyes filled with something (26) said, her voice barely (24) first time in years (21) voice was quiet, almost (20) said, her voice low (18) door creaked open (18) air was thick with the scent (18) air thick with the scent (15) casting long shadows (14) said, her voice steady (13) knew one thing (12) door slammed shut (12) stepped forward, her voice (12) long shadows across (12) eyes wide with something (12) moment, she thought she saw (12) knelt beside him, her hands (10) like a second skin (10) voice was low, almost (10) hands clenched into fists (9) lips parted, but no words (9) voice barely a whisper (9) voice was steady, but there was something (9) said, his voice barely (8)

Top Bigrams

voice low (114) heart pounding (101) voice steady (92) spent life (88) mind racing (79) spent years (79) breath caught (73) expression unreadable (65) voice barely (65) silence thick (62) barely whisper (62) hands trembling (60) stepped closer (57) thick weight (56) filled something (55) tightened around (52) time sure (52) something looked (48) fingers tightened (47) air thick (47) heart pounded (47) jaw tightened (44) thick scent (41) voice quiet (37) eyes cold (36) almost whisper (35) lila eyes (33) fingers brushing (29) breath shallow (28) eyes darkened (28)

Top Trigrams

voice barely whisper (61) said voice low (54) eyes filled something (54) first time sure (52) fingers tightened around (47) something looked like (47) said voice barely (39) air thick scent (33) first time years (21) voice quiet almost (20) stepped closer voice (18) stepped forward voice (18) something else something (18) mind racing spent (18) door creaked open (18) said voice steady (14) casting long shadows (14) eyes wide something (13) lips parted words (13) knew one thing (12) door slammed shut (12) long shadows across (12) moment thought saw (12) knelt beside hands (11) hands clenched fists (10) face pale eyes (10) know said voice (10) like second skin (10) voice low almost (10) said voice softer (10)
##### openai/gpt-oss-120b

Most Similar To:

openrouter/aurora-alpha (distance=0.637)
nvidia/nemotron-3-nano-30b-a3b:free (distance=0.666)
solar-pro-3 (distance=0.720)
openai/gpt-oss-20b (distance=0.814)
minimax/minimax-m2 (distance=0.836)

Top Repetitive Words

flickered thrummed thrum clinked glimmered glinting crackled clanged glistened creaked glowed steadied steadier firelight satchel gestured thudding holo flickering glanced lingered pulsed shimmered ember whitby sputtered rusted quivered exhaled hissed faint pulsing resonating drumbeat faintly humming clanking imperceptible whispered mira vibrated floorboards reverberated clink rune rippled crate nodded glittered reverberating

Top Repetitive Phrases

took a deep breath (26) said, voice low (24) said, his voice low (22) voice barely above a whisper (19) one last time (18) grin spreading across (16) voice barely audible (14) smile playing on her lips (14) seemed to hold its breath (14) casting long shadows (14) ink still wet (12) could feel the weight (12) said, his voice steady (11) seemed to pulse in time (11) voice steady despite (11) sound that seemed to echo (10) felt like a promise (10) faint metallic tang (10) soft amber glow (9) first light of dawn (9) deep breath, feeling (9) spreading across her face (9) chuckled, the sound low (9) still alive, still (8) asked, his voice low (8) faint smile playing (8) first time since (8) feeling the faint vibration (8) door swung open (8) said, voice steady (8)

Top Bigrams

feeling weight (51) eyes scanning (50) seemed pulse (45) amber glow (40) seemed echo (40) metallic scent (37) low steady (35) low hum (34) low resonant (31) metallic tang (30) reminder even (29) fingers brushing (28) like promise (28) feeling faint (27) eyes reflecting (26) scar cheek (26) chuckled sound (25) marginal note (24) seemed vibrate (24) voice steadier (23) fresh page (23) catching light (23) neon signs (23) feeling familiar (22) leaving faint (21) playing lips (21) sound echoing (21) casting long (21) soft amber (20) still humming (20)

Top Trigrams

said voice low (60) took deep breath (26) voice barely whisper (24) said voice steady (23) said voice steadier (18) one last time (18) grin spreading across (16) smile playing lips (16) faint metallic tang (15) seemed hold breath (15) spreading across face (15) casting long shadows (14) asked voice barely (14) said voice firm (14) asked voice low (14) voice barely audible (14) could feel weight (12) felt like promise (12) ink still wet (12) whispered voice barely (12) voice steadier felt (11) voice steady despite (11) let make sure (11) seemed pulse time (11) air filling lungs (11) voice low steady (11) said voice barely (11) whispered anyone else (10) soft amber glow (10) stepped forward eyes (10)
##### qwen/qwen3-30b-a3b

Most Similar To:

qwen/qwen3-14b (distance=0.682)
qwen/qwen3-32b (distance=0.698)
qwen/qwen3-4b (distance=0.753)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.766)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.783)

Top Repetitive Words

elara flickered jingled trembled shimmered creaked unreadable lila scuffing yellowed quickened exhaled pulsing gleamed mara sidearm tightened crackled rippled bioluminescent hesitated pulsed blackthorn dimming intensifying trembling tousled glinting fogging gestured clutched twitched shuddered crate scrawled faintly flickering jingling howled cobblestones reeled streetlights mira lunged jules rusted hovered groaned knelt locket

Top Repetitive Phrases

voice barely above a whisper (39) said, his voice low (30) said, her voice barely (30) knew one thing (22) said, her voice steady (22) said, his voice tight (21) stepped closer, her voice (17) said, her voice low (17) voice was barely a whisper (17) stepped closer, his voice (17) like a living thing (17) air was thick with the scent (16) casting long shadows (16) said, his voice steady (16) breath coming in short (16) said, his voice quiet (15) reached out, her fingers brushing (15) hands curled into fists (14) fingers tightening around (14) said, her voice quiet (14) voice cut through the silence (13) long shadows across (13) fingers tightened around (12) eyes filled with tears (12) said, her voice trembling (12) fingers brushing the edge (11) voice steady despite (11) breath came in shallow (10) shadows across the floor (10) voice low, almost (9)

Top Bigrams

breath caught (100) voice barely (73) voice steady (70) barely whisper (65) air thick (55) hands trembled (54) fingers brushing (49) jaw tightened (44) closer voice (40) expression unreadable (36) voice tight (32) one thing (29) glow intensifying (28) breath shallow (28) something name (27) boots crunching (25) thick scent (24) reached fingers (21) pulsing time (20) breath ragged (20) glowing faintly (19) felt heavier (19) breath catching (19) fingers trembling (19) pulse quickened (19) weight words (18) silence thick (17) fingers tracing (17) curled fists (17) casting long (17)

Top Trigrams

voice barely whisper (65) said voice low (49) said voice steady (41) said voice barely (40) stepped closer voice (34) said voice quiet (31) said voice tight (26) air thick scent (24) knew one thing (22) reached fingers brushing (20) voice low almost (17) like living thing (17) casting long shadows (16) breath coming short (16) voice quiet almost (14) stepped forward voice (14) hands curled fists (14) said voice trembling (14) fingers tightening around (14) long shadows across (13) voice cut silence (13) fingers tightened around (12) fingers brushing edge (12) eyes filled tears (12) know said voice (11) spent life chasing (11) closer voice low (11) quiet almost whisper (11) voice steady despite (11) shadows across floor (10)
##### meituan-longcat/LongCat-Flash-Chat-FP8

Most Similar To:

mistral-small-creative (distance=0.723)
Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.735)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.770)
chatgpt-4o-latest-2025-03-27 (distance=0.775)
Qwen/Qwen3-Next-80B-A3B-Instruct (distance=0.778)

Top Repetitive Words

jingled hummed creaked flickered pulsed throbbed beeped itched creak crackled mira ached lira howled twitched wavered pulsing exhaled glowed groaned trembled whispered lena hissed hesitated breaths nodded pulses lunged grinned flinched knelt shuddered hovered thorne smiled stared rippling flinch loomed hairpin buzzed gasped waver blinked bandaged comms whispering sipped leaned

Top Repetitive Phrases

first time in years (11) Outside, the rain had stopped (4) casting long shadows (4) sat on the edge of the bed (3) Inside, the air was thick (2) next morning, we went (1) next morning, she went (1) Outside, the rain stopped (1) looked at him then, really looked (1) next morning, he went (1) sat on the edge of his bed (1) room door wouldn’t open (1)

Top Bigrams

first time (77) closed eyes (50) stepped forward (32) stepped closer (28) sat bed (27) next morning (25) red light (24) one thing (22) breath caught (21) stood walked (21) walked back (20) air thick (18) stepped inside (18) door opened (18) bell jingled (17) lights flickered (17) walked window (17) breath neck (16) phone buzzed (16) looked sky (15) stepped back (15) new sound (14) rain stopped (14) hands shook (14) back room (14) back door (14) something else (14) door open (13) turned leave (13) looked away (12)

Top Trigrams

first time years (11) outside rain stopped (7) room door open (6) looked really looked (4) sat edge bed (4) casting long shadows (4) next morning went (3) inside air thick (3)
##### arcee-ai/Trinity-Large-Preview

Most Similar To:

minimax-m2-her (distance=0.761)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.801)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.813)
meta-llama/Llama-4-Scout-17B-16E-Instruct (distance=0.816)
qwen/qwen3-14b (distance=0.818)

Top Repetitive Words

nodded flickered zara furrowed grimly buzzed shrieked lunged hissed sneered loomed clutched pulsing coursing gestured peered murmured trembled whispered growled clench glared hesitated unreadable gesturing flicker clenched muttered unease glanced paused grinned pounding trailed echoing sighed unraveling leaned falter disappearances blinked swirling raced gasped crept footsteps glances gasping tightening trembling

Top Repetitive Phrases

took a deep breath (22) couldn't shake the feeling (21) felt a chill run (20) voice barely above a whisper (13) something else entirely (12) voice steady despite (12) eyes blazing with determination (11) said, his voice low (10) chill run down his spine (10) shake the feeling that something (10) chill run down my spine (9) followed close behind (9) steady despite the fear (9) said, his voice steady (8) heart pounding in his chest (8) whatever came next (8) mind already racing (7) voice low and urgent (7) blood run cold (7) eyes wide with fear (7) felt a surge of anger (7) something else, something (7) eyes never leaving (7) said, her voice tight (7) blood ran cold (7) would stop at nothing (7) said, her voice low (6) heart pounding in my chest (6) could feel the weight (6) took a step forward (6)

Top Bigrams

mind racing (37) asked voice (35) heart pounding (33) phone buzzed (32) shake feeling (25) voice steady (25) voice tight (24) could shake (24) run spine (21) felt surge (21) felt chill (21) chill run (20) eyes scanning (20) could let (19) like someone (18) voice barely (18) whispered voice (17) mind raced (17) else something (17) pounding chest (16) barely whisper (16) nodded eyes (15) like physical (14) else entirely (14) eyes blazing (14) steady despite (13) footsteps echoing (13) matter took (13) matter cost (13) feeling something (13)

Top Trigrams

could shake feeling (23) took deep breath (22) felt chill run (20) chill run spine (20) something else something (17) said voice low (17) heart pounding chest (16) said voice steady (16) voice barely whisper (16) something else entirely (12) voice steady despite (12) eyes blazing determination (11) steady despite fear (11) shake feeling something (10) said voice tight (10) followed close behind (9) whatever came next (8) would stop nothing (7) knew would easy (7) mind already racing (7) eyes never leaving (7) felt surge anger (7) eyes wide fear (7) made blood run (7) blood run cold (7) blood ran cold (7) voice low urgent (7) mind racing possibilities (6) ready face whatever (6) like nothing ever (6)
##### minimax-m2-her

Most Similar To:

arcee-ai/Trinity-Large-Preview (distance=0.761)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.779)
microsoft/phi-4-multimodal-instruct (distance=0.797)
meta-llama/Llama-4-Scout-17B-16E-Instruct (distance=0.811)
meta-llama/Llama-4-Maverick-17B-128E-Instruct (distance=0.817)

Top Repetitive Words

crackled unreadable sipped gleamed nodded flickered creaked artifact persevered furrowed unease hissed gestured gaze whispered trembling hesitated lunged sighed pounding pounded wavered outgunned exhaled terrorize flickering lurched echoing pulsing dimly clenched stared encountered glanced grimly gesturing clutched darted delved shriek etched victorious narrowed leaned widened darting sprinted loomed chimed tightened

Top Repetitive Phrases

ready to face whatever (57) took a deep breath (48) also knew that they could (33) heart pounding in my chest (23) felt a chill run (19) felt a sense of unease (18) chill run down my spine (17) felt a sense of purpose (16) felt a sense of dread (16) voice barely a whisper (15) nodded, my heart pounding (13) said, her voice steady (12) couldn't help but feel (12) help but feel a sense (12) said, my voice steady (11) leaned back in his chair (10) couldn't shake the feeling (10) said, his voice steady (10) voice barely audible (10) said, his voice soft (9) voice steady despite (9) footsteps echoing in the silence (9) said, his voice low (8) voice barely above a whisper (8) casting long shadows (8) felt a sense of hope (8) eyes never leaving (8) face whatever came (8) face went pale (8) face pale but her eyes (8)

Top Bigrams

felt sense (179) needed find (109) continued journey (89) heart pounding (79) also knew (68) ready face (65) face whatever (64) came way (63) face pale (63) voice steady (61) voice low (60) emerged victorious (57) mind racing (51) sense purpose (50) felt surge (49) eyes filled (49) asked voice (47) heart pounded (45) expression unreadable (41) voice firm (37) voice barely (37) mind raced (34) pounding chest (33) voice trembling (29) barely whisper (27) nodded face (26) whispered voice (26) eyes scanning (25) voice filled (25) nodded heart (24)

Top Trigrams

ready face whatever (57) took deep breath (48) also knew could (34) heart pounding chest (33) said voice steady (33) said voice low (28) voice barely whisper (26) felt chill run (19) chill run spine (19) felt sense unease (18) nodded heart pounding (17) felt sense purpose (16) felt sense dread (16) said voice firm (13) could help feel (12) help feel sense (12) leaned back chair (12) face pale eyes (12) said voice soft (12) unlike anything ever (11) voice barely audible (11) asked voice barely (11) said voice barely (11) could shake feeling (10) anything ever seen (9) voice steady despite (9) steady despite fear (9) footsteps echoing silence (9) asked voice trembling (9) said voice filled (9)
##### google/gemma-3-4b-it

Most Similar To:

google/gemma-3-12b-it (distance=0.757)
google/gemma-3-27b-it (distance=0.764)
google/gemini-2.5-flash-preview-05-20 (distance=0.828)
sam-paech/gemma-3-27b-it-antislop (distance=0.842)
gemini-2.5-pro-preview-06-05 (distance=0.851)

Top Repetitive Words

seraphina blackwoods blackwood silas shimmered chillingly unease imperceptible recoiled bioluminescence flickered elias unsettling yellowed murmured dampness gestured mournful slicked meticulously poring flicker thorne intricately pulsed amplifying hesitated obsidian laced resonating radiating unwavering crate melancholic swirling malevolent fragmented decaying muttered unreadable fleeting palpable shimmering streaked lingered gesturing clung chilling insistent etched

Top Repetitive Phrases

voice barely audible (26) voice barely a whisper (21) rain continued to fall (18) voice devoid of emotion (11) Silas said, his voice (11) said, his voice barely (11) small, intricately carved (10) growing sense of unease (10) small, almost imperceptible (10) felt a strange sense (9) said, his voice filled (9) growing sense of dread (9) said, his voice laced (8) continued to fall, washing (8) said, her voice low (8) voice laced with a hint (7) said, his voice low (7) smile playing on her lips (7) faint, almost imperceptible (7) said, her voice laced (7) chilling realization dawned (7) persistent, grey drizzle (6) things are best left (6) noticed a small, almost (6) noticed a subtle shift (6) said, her voice barely (6) said, his voice strained (6) knew, with a chilling certainty (6) rain continued its relentless (5) said, my voice barely (5)

Top Bigrams

voice barely (48) voice laced (34) silas blackwood (29) sense unease (26) growing sense (25) rain continued (23) blackwood house (22) carefully constructed (20) devoid emotion (19) continued fall (18) small almost (17) blackwood family (16) voice devoid (16) silas said (16) profound sense (16) fleeting glimpse (14) face etched (13) chilling certainty (12) replied gaze (12) gaze unwavering (12) scent lavender (12) intricately carved (12) noticed subtle (11) subtle shift (11) silas replied (10) chapter echoes (10) fragmented memories (10) small intricately (10) palpable sense (10) faint almost (10)

Top Trigrams

voice barely audible (26) said voice low (24) said voice barely (22) voice barely whisper (22) said voice filled (18) rain continued fall (18) said voice laced (15) silas said voice (14) voice devoid emotion (12) small almost imperceptible (11) said voice strained (10) growing sense unease (10) small intricately carved (10) growing sense dread (9) felt strange sense (9) continued fall washing (8) smile playing lips (8) faint almost imperceptible (7) chilling realization dawned (7) voice laced hint (7) said voice firm (7) knew chilling certainty (7) said voice trembling (7) said voice devoid (7) persistent grey drizzle (6) noticed subtle shift (6) voice filled chilling (6) noticed small almost (6) things best left (6) felt strange connection (5)
##### nvidia/nemotron-3-nano-30b-a3b:free

Most Similar To:

openai/gpt-oss-120b (distance=0.666)
openrouter/aurora-alpha (distance=0.689)
solar-pro-3 (distance=0.736)
openai/gpt-oss-20b (distance=0.838)
minimax/minimax-m2 (distance=0.845)

Top Repetitive Words

astraeus thrum flickered thrummed sigil streetlamp glimmered silvered phosphorescent pulsed steadier kade thudded glinting vibrated crackled glowed glyphs steadied prickle sigils thrumming ember shimmered mira flickering gestured faintly twitched glanced faint creaked lingered clang pulsing imperceptible flicker resonating footfall glistened lian trembled fluttered satchel reverberated whispered throbbed whir unbidden reverberating

Top Repetitive Phrases

voice barely above a whisper (22) seemed to hold its breath (22) voice low enough (20) said, his voice low (18) could hear the faint (18) eyes never leaving (17) words hung in the air (16) said, voice low (16) seemed to pulse in time (16) one last time (15) could feel the weight (15) voice barely louder (14) took a step forward (13) feeling the cool metal (13) took a deep breath (13) hung in the air like (12) night was still young (12) voice barely audible (12) air fill my lungs (11) feeling the cool air (11) reminder that the world beyond (11) took a step back (11) first time since (11) feeling the faint vibration (11) voice steadier than I felt (10) said, voice barely (10) could almost hear (10) words settle like (9) could see the faint (9) inhaled deeply, feeling (9)

Top Bigrams

seemed pulse (58) feeling weight (57) feeling cool (46) brass key (43) like promise (40) seemed echo (39) faint metallic (38) feeling faint (35) voice steadier (29) words settle (28) settle like (26) words hung (26) faint hum (25) fill lungs (24) swallowed feeling (23) pocket feeling (23) barely louder (23) seemed vibrate (23) amber glow (22) faint echo (22) eyes reflecting (21) rhythm matched (20) pulse time (20) silver key (20) low steady (20) steadier felt (19) metallic tang (19) faint vibration (19) air fill (19) cool metal (19)

Top Trigrams

said voice low (43) voice barely whisper (27) asked voice barely (23) seemed hold breath (23) said voice barely (22) voice low enough (20) air fill lungs (19) said voice steady (19) voice steadier felt (18) could hear faint (18) said voice steadier (17) eyes never leaving (17) seemed pulse time (16) words hung air (16) one last time (15) could feel weight (15) feeling cool metal (14) voice barely louder (14) took deep breath (13) took step forward (13) night still young (13) feeling faint vibration (12) somewhere deep within (12) voice barely audible (12) hung air like (12) feeling cool air (11) first time since (11) reminder world beyond (11) took step back (11) could almost hear (10)
##### mistral-small-creative

Most Similar To:

meituan-longcat/LongCat-Flash-Chat-FP8 (distance=0.723)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.731)
mistralai/Ministral-3-14B-Instruct-2512 (distance=0.733)
openrouter/bert-nebulon-alpha (distance=0.764)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.764)

Top Repetitive Words

kael exhaled calloway twitched hummed flickered elias doorframe creaked groaned glinting unreadable mira gestured flicked glowed crouched grinned flinched hissed whispered murmured trembled muttered clutched gasps eleanor waver hitched buzzed tightened flinch leaned pulsing pulsed knelt humming hesitated bulkhead crate clenched stared nodded thud blinked yanked curled ragged sighed gasped

Top Repetitive Phrases

eyes locked onto (8) voice was low, dangerous (7) running a hand through his hair (6) fingers tightened around (4) said, **voice low (3) fingers twitched toward (3) fingers curled into fists (3) door creaked open (3) one last time (3) said, his voice low (3) running a **hand through his **hair (3) said, **her voice **low (3) said, **his voice **low (2) eyes **locked onto (1) said, voice **low (1) voice **low and dangerous (1) reached into his pocket** and **pulled (1) said, her voice low (1) voice was low, *dangerous (1) said, voice low (1) reached into his **pocket** and **pulled (1)

Top Bigrams

said voice (40) voice low (31) exhaled sharply (19) expression unreadable (18) voice rough (17) gaze flicked (17) stepped forward (17) gon na (16) eyes dark (16) smelled like (16) turn around (16) locked onto (15) like something (14) stomach twisted (14) phone buzzed (14) closed eyes (14) breath hitched (13) beat silence (13) eyes sharp (13) hands shook (13) arms crossed (13) pulled back (13) something else (13) exhaled nose (12) fingers twitched (12) fingers digging (12) jaw tightened (12) stood doorway (11) low dangerous (10) fingers brushing (10)

Top Trigrams

said voice low (14) voice low dangerous (10) eyes locked onto (9) running hand hair (9) fingers tightened around (4) reached pocket pulled (3) fingers twitched toward (3) fingers curled fists (3) door creaked open (3) one last time (3)
##### gpt-4.1-nano

Most Similar To:

qwen/qwen3-30b-a3b (distance=0.820)
nova-2-lite-v1 (distance=0.824)
qwen/qwen3-14b (distance=0.838)
minimax/minimax-m2 (distance=0.839)
openai/gpt-oss-20b (distance=0.844)

Top Repetitive Words

shimmered flickered prickling unblinking flickering pocketknife darted hesitated trembled flicker creak clenched nodded crackled trembling ached unreadable darting lurked hummed lingered flicked furrowed faint hissed twitched rippled unease faintly clutching quickened muttered shimmering shadows exhaled whispered paused ajar gnawed shadowed softly gestured crouched relic tensed imperceptible chuckled seeped hovered streetlights

Top Repetitive Phrases

took a deep breath (34) said softly, voice (10) deep breath, feeling (9) mind kept circling (8) voice barely above a whisper (7) kept circling back (7) said, voice low (7) shadows stretched long (7) asked, voice trembling (7) casting long shadows (6) door swung open (6) said, voice steady (6) pocket and pulled out a small (6) pushed the door open (6) breath, trying to steady (6) looked around the room (6) kept drifting back (5) fingers trembled slightly (5) took a slow step (5) finally broke the silence (5) could see the faint (5) eyes darted around (5) first light of dawn (5) feeling a strange mixture (5) looked away, eyes (5) buried beneath layers (5) heart hammered in her chest (5) one last time (5) waiting for the right moment (5) trying to piece together (4)

Top Bigrams

feeling weight (39) faint glow (38) feeling strange (26) stomach clenched (22) jamie nodded (18) eyes flickering (18) trying steady (17) mind spun (17) softly voice (17) faint hum (16) trembling slightly (16) seemed pulse (15) nodded feeling (15) chuckled softly (15) every shadow (14) small battered (13) distant hum (13) one thing (13) fingers trembled (13) weight words (12) felt flicker (12) hiding spot (12) flicker something (11) shadows stretched (11) shadows seemed (11) trembled slightly (11) beneath layers (10) like heartbeat (10) muttered voice (9) faint almost (9)

Top Trigrams

took deep breath (34) said softly voice (10) reached pocket pulled (10) deep breath feeling (9) feeling weight words (9) mind kept circling (8) pocket pulled small (8) voice barely whisper (8) looked around room (8) shadows stretched long (8) said voice low (7) kept circling back (7) asked voice trembling (7) heart hammered chest (7) door swung open (7) weight words settle (7) casting long shadows (6) breath trying steady (6) said voice steady (6) buried beneath layers (6) pushed door open (6) shook head slowly (6) voice low steady (5) trying steady breathing (5) first light dawn (5) taken first step (5) whispered voice trembling (5) feeling strange mixture (5) took slow step (5) around room eyes (5)
##### mistralai/Ministral-3-14B-Instruct-2512

Most Similar To:

mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.642)
mistralai/Mistral-Large-3-675B-Instruct-2512 (distance=0.655)
mistral-medium-3.1 (distance=0.676)
openrouter/bert-nebulon-alpha (distance=0.682)
mistralai/Mistral-Small-4-119B-2603 (distance=0.728)

Top Repetitive Words

elara exhaled flickered twitched creaked hummed hissed mira buzzed hitched tingled trembled firelight rook viewport doorframe darius unreadable knelt lena tightened grinned crackled murmured rumpled gasps nodded gestured pulsed glinting tapped glowed flinched crouched leaned lunged hesitated curled stubbed groaned grunted pulsing scrawled nightstand whirled smirked flickering flexed whispered flicked

Top Repetitive Phrases

fingers curled into fists (43) coming in ragged gasps (32) breath coming in ragged (30) close enough that she could (25) fingers curled around (25) voice was barely a whisper (23) eyes locked onto (22) air smelled like (17) casting long shadows (16) fingers tightened around (15) hand, pulled him toward (14) breath coming fast (14) air thick with the scent (13) voice was low, dangerous (13) door creaked open (13) smelled like stale (12) long shadows across (11) fingers twitched toward (11) head snapped toward (10) Lena woke to the sound (9) something older, something (9) woke to the sound of rain (8) fingers came away (8) voice low and dangerous (7) pulse hammered in her throat (7) sat on the edge of the bed (6) first time in years (6) pulled her hand back (6) reached into her pocket**, pulled (6) look like hell (5)

Top Bigrams

voice quiet (212) voice sharp (149) phone buzzed (129) voice barely (97) grabbed arm (96) voice steady (93) breath hitched (89) voice low (76) breath came (73) fingers curled (68) locked onto (60) door locked (52) breath coming (52) exhaled sharply (51) voice rough (50) unknown number (49) grip tightened (49) voice urgent (48) fingers twitched (48) curled fists (44) exhaled slow (43) going let (37) ragged gasps (36) finally looked (35) voice raw (34) breath caught (33) coming ragged (32) air smelled (30) fingers trembled (29) pressed palm (29)

Top Trigrams

fingers curled fists (43) coming ragged gasps (32) breath coming ragged (30) close enough could (26) voice barely whisper (25) fingers curled around (25) eyes locked onto (22) voice low dangerous (20) air smelled like (19) casting long shadows (19) hand pulled toward (19) door creaked open (16) air thick scent (15) fingers tightened around (15) long shadows across (14) breath coming fast (14) smelled like stale (12) reached pocket pulled (11) fingers twitched toward (11) lena woke sound (10) head snapped toward (10) something older something (9) reached coat pulled (8) first time years (8) fingers came away (8) woke sound rain (8) fingers brushed cheek (7) pulled hand back (7) pulse hammered throat (7) inside air thick (6)
##### meta-llama/Llama-4-Maverick-17B-128E-Instruct

Most Similar To:

meta-llama/Llama-4-Scout-17B-16E-Instruct (distance=0.675)
minimax-m2-her (distance=0.817)
arcee-ai/Trinity-Large-Preview (distance=0.823)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.829)
microsoft/phi-4-multimodal-instruct (distance=0.850)

Top Repetitive Words

glinting crinkling unease twinkled wafted creaked trepidation clinking shiver quickened nodded hesitated wariness lingered darting piqued wavered gaudy navigated glanced creaking pulsing palpable tendrils pang windowsill creak gaze otherworldly jolt loomed unreadable narrowed writhing suffocating dimly malevolent husky sophia recede vibrate smiled whisper leaned widened cusp oppressive gazed laced patel

Top Repetitive Phrases

voice barely above a whisper (46) couldn't shake the feeling (46) felt a shiver run (41) seemed to press in around (34) eyes locked onto (33) took a deep breath (27) mind racing with the implications (26) felt a sense of unease (25) said, his voice low (25) said, his voice firm (24) felt a sense of wonder (22) senses on high alert (21) said, her voice barely (21) darkness seemed to press (21) mind racing with possibilities (20) air was thick with tension (20) felt a sense of relief (19) sense of relief wash (18) shiver run down my spine (18) said, her voice low (17) air was thick with the smell (16) eyes never leaving (16) darkness outside seemed (16) feel a sense of unease (16) said, his voice dripping (16) couldn't help but feel (15) voice low and husky (15) senses were on high alert (14) felt a sense of excitement (14) whatever came next (14)

Top Bigrams

felt sense (228) eyes locked (90) mind racing (74) sense unease (72) air thick (69) run spine (58) voice barely (58) voice firm (55) shake feeling (54) barely whisper (49) eyes scanning (48) feeling sense (47) shiver run (46) locked onto (41) felt shiver (41) high alert (39) press around (35) senses high (35) seemed press (35) knew careful (34) darkness seemed (34) racing implications (31) pounding chest (27) sense wonder (27) racing possibilities (26) uncover truth (24) eyes glinting (24) feel sense (24) thick tension (21) thick smell (21)

Top Trigrams

voice barely whisper (48) said voice low (47) shiver run spine (46) could shake feeling (46) felt shiver run (41) said voice firm (36) senses high alert (35) seemed press around (34) eyes locked onto (33) mind racing implications (30) took deep breath (27) heart pounding chest (26) said voice barely (26) felt sense unease (25) mind racing possibilities (23) felt sense wonder (22) darkness seemed press (21) air thick tension (21) air thick smell (20) felt sense relief (19) said voice dripping (19) sense relief wash (18) darkness outside seemed (17) smiled feeling sense (16) press around making (16) feel sense unease (16) eyes never leaving (16) could feel weight (15) could help feel (15) voice low husky (15)
##### Nanbeige/Nanbeige4-3B-Thinking-2511

Most Similar To:

allenai/Olmo-3.1-32B-Think (distance=0.800)
deepseek-ai/DeepSeek-R1 (distance=0.808)
inclusionai/ling-1t (distance=0.809)
tngtech/DeepSeek-R1T-Chimera (distance=0.822)
mistralai/Mistral-Small-4-119B-2603 (distance=0.839)

Top Repetitive Words

thwip tiktoks rasped elara itched kael feverfew jingled rasps viewport thrum staticky crookedly throbbed dampeners vibrated thumbprint hummed menders glints crackled flickered earlobe hissed trembled bioluminescent motes calloused glowed glinted scone rourke wheezed thump flinched flinches mothballs vomited thorne whitened flinch pocketed fogged clattered pulsed purred crunched dripped silas handprint

Top Repetitive Phrases

Dawn light bled (19) Dawn bled grey (13) hand closed around (11) one last time (9) crayon drawing taped (9) door clicked shut (9) sharp as broken glass (8) left hand trembled (7) pocketed it without looking (7) like tuning forks (6) said, voice flat (6) breath fogged the cold (6) pressed his palm flat (6) said, voice raw (5) voice cut through the static (5) Dust motes danced (5) eyes stayed fixed (5) breath fogged in the cold (4) vibrate like a tuning (3) said, voice thick (3) like broken glass (3) vibrate like tuning (3) thumb brushed his wrist (3) rasped, voice raw (2) thumb brushed my wrist (2) voice cut to static (1) pressed their palm flat (1) pressed my palm flat (1) voice interrupts—soft, off-key, layered with static (1) said, her voice flat (1)

Top Bigrams

sister hand (77) voice raw (59) voice flat (59) voice cracked (58) thumb found (47) word count (44) voice cut (41) dust motes (40) breath hitched (38) cold like (38) thumb brushed (37) broken things (34) dawn light (32) wedding ring (32) tasted like (31) voice crackled (30) dawn bled (28) like dying (27) thumb stroked (26) knuckles white (26) trembling hand (26) warm like (25) cold metal (25) light bled (24) hands trembled (24) burnt sugar (23) drawing taped (23) tears like (23) hand trembled (23) across counter (23)

Top Trigrams

said voice flat (31) dawn light bled (19) one two three (16) dawn bled grey (13) hand closed around (11) breath fogged cold (10) said voice raw (10) one last time (9) voice layered static (9) crayon drawing taped (9) door clicked shut (9) pressed palm flat (8) sharp broken glass (8) left hand trembled (7) pocketed without looking (7) like tuning forks (6) vibrate like tuning (6) wrist grip iron (6) voice cut static (6) dust motes danced (6) thumb brushed wrist (6) said voice thick (5) eyes stayed fixed (5) rasped voice raw (4) like broken glass (3)
##### Qwen/Qwen3-Next-80B-A3B-Instruct

Most Similar To:

Qwen/Qwen3-235B-A22B-Instruct-2507 (distance=0.744)
meituan-longcat/LongCat-Flash-Chat-FP8 (distance=0.778)
chatgpt-4o-latest-2025-03-27 (distance=0.779)
Qwen3-Max-2025-09-05 (distance=0.780)
Qwen3-Max-2025-09-24 (distance=0.781)

Top Repetitive Words

elara flickered creaked shimmered lila hummed tendril whispered trembled glowed viewport mira flinch frayed pulsed windowsill fogged smudged stared exhaled blinked shoebox curled hovered dripped rusted chimed faintly nightstand buzzed nodded groaned dimmed locket floorboards faucet knelt smudge smelled bloomed sill paused flickering hiss leaned blink stillness breathed she'd doorway

Top Repetitive Phrases

first time since (18) first time— I didn’t feel like (9) answer right away (8) Turned to the last page (7) breath held too long (6) door clicked shut (4) folded piece of paper (4) smelled like rain (4) say anything else (4) Like a breath held (4) need to say anything (4) Like it was the last thing (3) leaned her head against my shoulder (3) looked like someone (3) first time in years (3) finally let go (3) first time in his life— He didn’t feel (3) done it a thousand times (3) Still smelled like (2) last thing left (2) last thing he had left (2) first time— I didn’t feel alone (2) smelled like lavender (2) still smelled like (2) first time in years— She didn’t feel (2) time in years— She didn’t feel alone (2) watching the steam rise (2) turned and walked away (2) felt like someone (2) pressed her palm against the glass (2)

Top Bigrams

like someone (44) need knew (37) sat waited (33) move breathe (26) like waiting (25) sat listened (23) next morning (22) one one (22) move speak (22) slow like (19) like heartbeat (18) sat let (18) sleep sat (18) speak stood (17) cry scream (17) first feel (15) like something (14) need already (14) pressed palm (14) feel alone (14) even one (13) one else (13) waited next (13) let silence (13) like afraid (13) elara move (12) warm like (12) cry speak (11) said nothing (11) one hand (11)

Top Trigrams

first time since (18) closed eyes first (13) one two three (11) first feel like (11) turned walked door (10) eyes first time (10) turned walked back (10) stood walked door (9) reached pocket took (8) look need knew (8) answer right away (8) turned walked away (8) say anything sat (7) walked window looked (7) stood walked window (7) like heartbeat like (7) say anything need (7) turned last page (7) breath held long (6) need already knew (6) first time feel (6) feel alone felt (6) sat waited next (6) closed book put (6) looked really looked (6) warm hot cold (6) sat listened silence (6) walked door opened (6) like breath held (5) closed eyes let (5)
##### meta-llama/Llama-4-Scout-17B-16E-Instruct

Most Similar To:

meta-llama/Llama-4-Maverick-17B-128E-Instruct (distance=0.675)
minimax-m2-her (distance=0.811)
arcee-ai/Trinity-Large-Preview (distance=0.816)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.827)
microsoft/phi-4-multimodal-instruct (distance=0.840)

Top Repetitive Words

kael twinkled glinting trepidation unease creaked nodded crackled ryder grinned hesitated otherworldly poring blackwood ethan gravelly quickened sparkled pulsing widened ticked shivered shiver rumbling intently swirled smiled glanced loomed vibrate glimmer piqued tirelessly unforgiving uncover dimly journeyed unreadable twinkle whisper narrowed flickering maria excitement creaking comms menacing rustling navigated stared

Top Repetitive Phrases

couldn't shake the feeling (76) voice barely above a whisper (76) couldn't help but feel (60) help but feel a sense (57) took a deep breath (55) eyes locked onto (54) said, his voice low (52) said, her voice barely (41) felt a sense of peace (38) whatever lay ahead (38) casting a golden glow (37) sense of peace wash (37) eyes shining with excitement (36) something much bigger (33) said, his voice firm (31) felt a sense of wonder (31) felt a sense of trepidation (30) ready to face whatever (30) sense of wonder and awe (29) felt a sense of excitement (28) felt a sense of unease (23) felt a shiver run (22) sun began to set (22) feel a sense of trepidation (21) heart skipped a beat (21) couldn't help but wonder (21) feel a sense of unease (21) felt a sense of determination (21) whatever came next (19) mind racing with possibilities (19)

Top Bigrams

felt sense (297) feel sense (90) shake feeling (82) voice firm (81) could shake (80) voice barely (78) barely whisper (77) sense unease (63) mind racing (62) sense trepidation (61) help feel (60) feeling sense (54) locked onto (54) knew careful (53) sense wonder (53) whatever lay (50) face whatever (47) sense excitement (44) run spine (43) nodded eyes (41) ready face (40) sense awe (39) ready whatever (39) night wore (39) sense peace (39) casting golden (37) peace wash (37) golden glow (37) eyes scanning (37) shining excitement (36)

Top Trigrams

could shake feeling (79) voice barely whisper (77) said voice low (68) could help feel (60) said voice firm (58) help feel sense (57) took deep breath (55) eyes locked onto (54) said voice barely (52) whatever lay ahead (38) felt sense peace (38) casting golden glow (37) sense peace wash (37) eyes shining excitement (36) something much bigger (33) felt sense wonder (31) felt sense trepidation (30) ready face whatever (30) sense wonder awe (29) felt sense excitement (28) knew would face (27) shake feeling watched (25) felt sense unease (23) asked voice barely (23) shiver run spine (23) ready ready face (23) sun began set (22) felt shiver run (22) heart skipped beat (21) feel sense unease (21)
##### openrouter/aurora-alpha

Most Similar To:

openai/gpt-oss-120b (distance=0.637)
nvidia/nemotron-3-nano-30b-a3b:free (distance=0.689)
solar-pro-3 (distance=0.720)
openai/gpt-oss-20b (distance=0.802)
minimax/minimax-m2 (distance=0.846)

Top Repetitive Words

thrum flickered thrummed selene glimmered crackled cyan glinted glinting throbbed clinked streetlamp steadied glowed vibrated steadier slicked marginalia flickering lasso drumbeat pulsed glistened ember sputtered thudding crate rippled pulsing readouts hummed resonant creaked servos unbidden humorless smudged tendrils quivered humming lacing resonating firelight floorboards faintly muttered glanced kaleidoscope neon clung

Top Repetitive Phrases

rose and fell like (49) said, my voice low (37) catching the neon light (34) voice barely above a whisper (30) seemed to vibrate the very air (29) low, resonant hum (28) neon signs flickered (28) seemed to echo the city (27) like tiny stars (24) seemed to pulse in time (24) low, resonant note (23) emitted a low, resonant (23) low, steady thrum (22) faint metallic tang (21) hum that seemed to vibrate (20) voice barely audible (19) seemed to echo the rhythm (19) resonant hum that seemed (19) took a deep breath (18) casting long shadows (17) seemed to hold its breath (17) could still hear (16) onto the wet pavement (16) echo the city’s heartbeat (16) voice barely louder (14) eyes flickering with a mixture (14) voice steady despite (13) rain had left a thin (13) eyes flickered, a flash (13) said, his voice a low (13)

Top Bigrams

seemed echo (130) low resonant (88) neon signs (78) seemed pulse (64) amber eyes (61) rain rhythm (59) seemed vibrate (58) low steady (55) feeling weight (54) city neon (52) cut night (52) note ink (48) neon light (48) rain outside (47) low hum (45) hum rose (43) flickered casting (42) ink fresh (41) scar cheek (41) steady rhythm (41) hum seemed (39) city heartbeat (38) tiny stars (38) steady thrum (36) vibrate air (36) catching neon (34) seemed sync (34) metallic tang (34) mist clung (34) casting kaleidoscope (33)

Top Trigrams

said voice low (91) rose fell like (49) voice barely whisper (41) seemed vibrate air (35) catching neon light (34) neon signs flickered (31) low resonant hum (28) seemed echo city (28) faint metallic tang (24) seemed pulse time (24) like tiny stars (24) emitted low resonant (23) echo city heartbeat (23) low resonant note (23) said voice steady (22) low steady thrum (22) voice low steady (21) voice barely audible (20) whispered voice barely (20) hum seemed vibrate (20) resonant hum seemed (19) seemed echo rhythm (19) took deep breath (18) asked voice barely (18) casting long shadows (17) seemed hold breath (17) looks like got (17) onto wet pavement (16) could still hear (16) placed hand shoulder (15)
##### mistralai/Mistral-Nemo-Instruct-2407

Most Similar To:

minimax-m2-her (distance=0.779)
arcee-ai/Trinity-Large-Preview (distance=0.801)
meta-llama/Llama-4-Scout-17B-16E-Instruct (distance=0.827)
meta-llama/Llama-4-Maverick-17B-128E-Instruct (distance=0.829)
nova-2-lite-v1 (distance=0.837)

Top Repetitive Words

elara steeling zephyr unease blackwood steadying ached pounding nodded flicker jumble lunged candlestick hesitated stammered clutched furrowed coursed hissed darting gasps shiver pursuers flickered unreadable grudging otherworldly precipice overactive unyielding murmured sighed gasped heirloom coursing writhing heart disheveled gruff gaze piqued muttered whisper gesturing floorboards flicking muffled pang cautiously softening

Top Repetitive Phrases

voice barely above a whisper (62) face whatever came (58) took a deep breath (57) whatever came next (55) heart pounding in her chest (54) couldn't shake the feeling (53) shake the feeling that something (43) said, her voice steady (36) ready to face whatever (36) said, his voice steady (32) ready, ready to face (29) voice barely audible (29) said, his voice like (28) taking a deep breath (28) heart pounding in my chest (28) deep breath, steeling (24) couldn't walk away (24) together, they could face (24) said, his voice low (23) shake the feeling of unease (23) knew that, together, they could (23) could face whatever (23) said, her voice soft (22) eyes wide with shock (21) said, her voice barely (19) voice steady despite (19) also knew that she could (19) hearts pounding in their chests (18) heart pounding in his chest (17) said, her voice filled (17)

Top Bigrams

also knew (176) heart pounding (170) voice steady (121) shake feeling (108) eyes filled (107) pounding chest (102) lay ahead (96) voice barely (94) mind racing (93) face whatever (78) matter cost (72) barely whisper (70) dark twisted (63) voice filled (62) whatever came (58) eyes scanning (56) could shake (56) ready face (47) filled sudden (39) hearts pounding (38) racing heart (35) notice something (35) heart swelling (34) uncover truth (30) ready ready (30) push boundaries (29) nodded expression (27) breath steeling (25) knew together (25) truth behind (25)

Top Trigrams

heart pounding chest (102) said voice steady (79) voice barely whisper (64) face whatever came (58) took deep breath (57) whatever came next (55) could shake feeling (53) also knew could (49) shake feeling something (43) said voice soft (40) said voice low (40) said voice like (38) ready face whatever (36) voice barely audible (30) ready ready face (29) taking deep breath (28) said voice barely (26) said voice filled (26) could walk away (25) deep breath steeling (25) together could face (25) shake feeling unease (23) uncertainty also knew (23) knew together could (23) could face whatever (23) eyes wide shock (21) hearts pounding chests (21) voice steady despite (19) lay ahead knew (19) everything power make (18)
##### gpt-5-nano-2025-08-07

Most Similar To:

elephant-alpha (distance=0.832)
gpt-5-mini-2025-08-07 (distance=0.863)
gpt-5.4-nano (distance=0.881)
nvidia/nemotron-3-nano-30b-a3b:free (distance=0.888)
solar-pro-3 (distance=0.902)

Top Repetitive Words

kael hummed glowed flickered mara steadied steadies steadier mira unglamorous archivist weaponize exhaled unhurried crate ledger coaxed glimmering cadence tremor recalibration steadiness footstep lila bravado murmured trembled gloved steadying creak stubborn faintly gentlest murmur glint aftertaste juno fogs rustle whispered streetlight flickers paused hovered motes gentleness gaze nourishment coax pulsed

Top Repetitive Phrases

felt almost ceremonial (15) felt less like (11) paused, letting the weight (8) felt almost like (7) learned long ago (7) feel less like (6) said softly, almost (6) looked almost like (6) small, almost shy (6) seemed to lean closer (5) careful, almost ceremonial (5) took a slow breath (5) door closed behind (4) like a second skin (4) pressed into a thin line (4) first time since (4) voice low, almost (4) offered a small, almost (4) like a held breath (4) one last time (4) said, his voice low (4) would come next (4) learned to hold their breath (3) inclined his head toward (3) made the room feel (3) hand, palm open (3) Let us begin (3) bend without breaking (3) soft, almost apologetic (3) felt almost intimate (3)

Top Bigrams

almost ceremonial (53) small almost (34) learned listen (26) like patient (21) carried weight (21) someone learned (20) careful almost (19) paused letting (18) quiet stubborn (15) toward future (15) city breath (14) keep listening (14) air carried (14) almost clinical (13) almost affectionate (12) steady patient (12) would come (12) let us (12) shared responsibility (11) shared risk (11) quiet certainty (11) become shared (11) could coax (11) reminder even (10) city memory (10) patient light (10) small stubborn (10) stubborn hope (10) shared breath (10) letting weight (10)

Top Trigrams

felt almost ceremonial (15) felt less like (11) said voice low (9) paused letting weight (8) lean closer listening (7) felt almost like (7) learned long ago (7) voice low almost (7) feel less like (6) said softly almost (6) looked almost like (6) small almost shy (6) seemed lean closer (5) careful almost ceremonial (5) took slow breath (5) keep listening keep (5) makes room feel (5) door closed behind (4) like second skin (4) bend without breaking (4) said voice quiet (4) kind thing could (4) notebook tucked arm (4) pressed thin line (4) first time since (4) allowed small almost (4) almost shy smile (4) inclined head slightly (4) offered small almost (4) breath held long (4)
##### solar-pro-3

Most Similar To:

openai/gpt-oss-120b (distance=0.720)
openrouter/aurora-alpha (distance=0.720)
nvidia/nemotron-3-nano-30b-a3b:free (distance=0.736)
openai/gpt-oss-20b (distance=0.818)
minimax/minimax-m2 (distance=0.863)

Top Repetitive Words

thrum flickered steadied cufflink thrummed ember metronome crackled dimmed lila glowed glinting glimmered holo flickering creaked glinted lingered smudged whirred humming pulsing twitched sputtered whispered tendril hallway steadier faint pulsed tendrils tightened hummed flickers flicker faintly locket lina thickening rustle dimming hissed inhaled bioluminescent glistened drumbeat barked tingled glanced hearth

Top Repetitive Phrases

still alive, still (74) could hear the faint (70) night stretched ahead (43) voice barely audible (37) said, voice low (33) next chapter would (32) said, voice barely (31) hear the faint echo (24) voice low enough (21) ink still wet (21) thin line of hope (19) thin line of heat (19) smiled, a thin line (18) low hum that seemed (17) seemed to echo the city (17) felt like a promise (16) page already marked (16) seemed to pulse in time (15) whispered, voice barely (13) one last time (12) notebook lay open (12) faint metallic tang (11) voice barely above a whisper (11) could see the faint (11) find a way to keep (10) thin line of light (10) said, his voice low (9) casting a thin line (9) sound that felt like (9) thin line that barely (9)

Top Bigrams

thin line (279) amber glow (136) felt weight (134) stretched ahead (109) hear faint (94) seemed crawl (85) seemed echo (84) low hum (82) line seemed (77) keep fire (76) seemed pulse (74) faint outline (72) cool palm (71) brush cheek (68) ember glow (66) soft pulse (65) thin veil (64) low resonant (60) skin imagined (57) rose thin (54) soft hiss (54) feeling weight (54) casting shadows (53) neon signs (52) hum rose (49) low thrum (48) like metronome (48) line notebook (47) notebook page (47) rhythm felt (46)

Top Trigrams

still alive still (74) could hear faint (70) said voice low (47) night stretched ahead (43) voice barely audible (40) said voice barely (39) next chapter would (32) hear faint echo (25) closed notebook page (24) voice low enough (21) ink still wet (21) thin line hope (19) thin line heat (19) smiled thin line (18) whispered voice barely (18) low hum seemed (17) seemed echo city (17) felt like promise (16) page already marked (16) seemed pulse time (15) notebook lay open (14) said voice steady (13) voice barely whisper (13) one last time (12) amber glow steady (12) could see faint (12) notebook page already (12) faint metallic tang (11) line notebook ink (11) find way keep (10)
##### microsoft/phi-4-multimodal-instruct

Most Similar To:

minimax-m2-her (distance=0.797)
meta-llama/Llama-4-Scout-17B-16E-Instruct (distance=0.840)
mistralai/Mistral-Nemo-Instruct-2407 (distance=0.848)
arcee-ai/Trinity-Large-Preview (distance=0.849)
meta-llama/Llama-4-Maverick-17B-128E-Instruct (distance=0.850)

Top Repetitive Words

crackled lurked softened nodded elena loomed raced containment pounding adversary savoring confront glittered hovered trembled confines mingling ventured vowed imagined encountered shook narrowed determination widened darkness strained unease delved ghostly stranger defiance curiosity admire trembling piqued passageway terror newfound alex struggled filled thompson dimly twinkling urgency listened whisper glimmer unwavering

Top Repetitive Phrases

voice filled with determination (232) said, his voice filled (230) took a deep breath (210) heart pounding in his chest (196) looked at him, her eyes filled (184) filled with a mix of fear (98) tried to make sense (92) mind raced as he tried (87) heart raced as he realized (87) raced as he tried to make (86) realized the gravity of their situation (82) challenges lay ahead (75) face whatever challenges (69) whatever challenges lay (69) voice barely above a whisper (59) would face whatever (59) piece together the puzzle (41) said, her voice barely (38) couldn't help but feel (37) Alex said, his voice (32) help but feel a sense (26) said, her voice filled (24) ready to face whatever (22) would change everything (20) newfound sense of purpose (18) said, her voice trembling (17) eyes never leaving (13) felt a sense of hope (13) said, his voice barely (13) make things right (11)

Top Bigrams

said voice (381) could feel (345) voice filled (337) eyes filled (290) could help (256) filled determination (245) eyes softened (232) deep breath (215) took deep (211) looked eyes (207) heart pounding (206) pounding chest (203) need help (195) knew beginning (187) filled concern (185) would face (130) mind raced (129) eyes met (125) heart raced (116) lay ahead (105) find way (99) filled mix (98) mix fear (98) fear determination (97) make sense (97) raced tried (96) tried make (92) knew would (91) mind racing (90) raced realized (89)

Top Trigrams

said voice filled (256) voice filled determination (232) took deep breath (210) heart pounding chest (203) looked eyes filled (201) filled mix fear (98) mind raced tried (96) tried make sense (92) raced tried make (89) heart raced realized (89) realized gravity situation (85) challenges lay ahead (77) face whatever challenges (69) whatever challenges lay (69) voice barely whisper (60) would face whatever (59) said voice barely (53) piece together puzzle (41) could help feel (37) alex said voice (35) help feel sense (26) ready face whatever (22) would change everything (20) newfound sense purpose (18) said voice trembling (17) nodded eyes filled (16) also knew could (16) eyes never leaving (13) felt sense hope (13) eyes wide fear (13)
##### openai/gpt-oss-20b

Most Similar To:

openrouter/aurora-alpha (distance=0.802)
openai/gpt-oss-120b (distance=0.814)
qwen/qwen3-14b (distance=0.816)
solar-pro-3 (distance=0.818)
qwen/qwen3-30b-a3b (distance=0.826)

Top Repetitive Words

flickered thudded thrum hummed creaked ember glinting pulsed glimmered glinted quickening imperceptible exhaled unyielding glowed swirled crackled vibrated flickering flicked drumbeat steadied lila reverberated marlowe nodded hargreaves pulsing thickened floorboards crate faint creaking hallway resonating roared lingered faintly exhaling neon lullaby holographic pulse hissed flicking rusted heartbeat glow bracelet stared

Top Repetitive Phrases

could feel the weight (116) could feel my pulse (45) seemed to pulse in time (35) said, her voice steady (24) seemed to hold its breath (22) faint, almost imperceptible (22) said, his voice low (20) said, her voice low (18) air thick with the scent (16) took a deep breath (15) fingers tightened around (14) said, voice low (13) voice low and steady (13) small, almost imperceptible (13) said, his voice steady (12) could hear the faint (12) voice barely above a whisper (11) hair pulled back (10) scent of old paper (10) voice barely audible (9) took a step forward (8) sound that seemed to echo (8) felt a chill run (8) chill run down her spine (8) feel the weight of her own decision (7) asked, her voice low (7) matched the rhythm of her heart (7) felt a strange sense (6) mind already racing (6) felt a shiver run (6)

Top Bigrams

living thing (188) feel weight (116) let breath (111) rhythm seemed (110) heart beating (99) seemed pulse (94) felt sense (85) faint glow (76) pulse living (72) living rhythm (70) steady rhythm (69) felt weight (59) voice steady (59) low steady (55) almost imperceptible (52) eyes flickered (52) eyes flicked (51) seemed echo (50) key pocket (50) chest could (50) feel pulse (49) alive breathing (46) seemed grow (41) holographic display (40) matched heartbeat (36) steady pulse (36) pulse time (35) house seemed (34) heartbeat could (33) low resonant (31)

Top Trigrams

could feel weight (116) said voice low (57) could feel pulse (48) said voice steady (41) seemed pulse time (35) chest could feel (24) seemed hold breath (24) glow could feel (23) faint almost imperceptible (22) voice low steady (20) heartbeat could feel (20) air thick scent (19) took deep breath (15) fingers tightened around (14) asked voice low (14) hair pulled back (13) small almost imperceptible (13) could hear faint (13) voice barely whisper (11) made stomach tighten (11) chill run spine (11) closed eyes moment (11) feel weight decision (10) asked voice barely (10) scent old paper (10) rhythm matched heartbeat (9) voice barely audible (9) matched rhythm heart (9) voice low almost (8) took step forward (8)
##### qwen/qwen3-4b

Most Similar To:

qwen/qwen3-14b (distance=0.753)
qwen/qwen3-30b-a3b (distance=0.753)
qwen/qwen3-32b (distance=0.777)
mistralai/Mistral-Small-3.2-24B-Instruct-2506 (distance=0.834)
openai/gpt-oss-20b (distance=0.845)

Top Repetitive Words

elara flickered creaked trembled outwit unblinking kael gravelly pulsed voss lila yellowed lira hummed unyielding unreadable townspeople lingered locket twitched sneakers rook unspoken skeptic reverent shimmering imperceptible ethan faintly tightened creak hovered calloused whisper shuddered creaking clenched flickering flinch trembling thorne smirk thickened growl clung floorboards who'd rippling brushing groaned

Top Repetitive Phrases

like a living thing (68) spent years trying (60) voice was a whisper, but it carried (59) whisper, but it carried the weight (56) air felt heavier (51) said, his voice low (45) voice was a low, gravelly (43) Elara’s breath caught (42) air was thick with the scent (41) making you feel like (33) way it felt like (29) spent her life chasing (29) way it had *moved* like (29) always been a place of secrets (28) Elara’s heart pounded (28) fingers tightened around (25) presence was a constant, unspoken (24) stepped closer, his voice (22) like a second skin (21) eyes flickered with something (21) hands were clenched into fists (21) air thick with the scent (19) stepped closer, her voice (18) casting long shadows (17) could feel the *weight (17) said, his voice trembling (17) voice was quiet but firm (17) place of secrets, of things (16) said, her voice low (16) voice cut through the tension (15)

Top Bigrams

voice low (318) thought way (261) voice whisper (217) way making (165) spent years (111) spent life (98) presence constant (93) voice quiet (90) carried weight (89) hands steady (78) thick scent (75) fingers brushing (75) presence felt (75) like heartbeat (72) elara breath (70) man spent (68) air thick (68) felt heavier (66) felt weight (63) breath shallow (62) test test (62) years trying (61) whisper carried (60) elara fingers (59) place secrets (57) constant unspoken (54) presence way (54) voice mix (53) hands trembled (53) low gravelly (52)

Top Trigrams

said voice low (74) like living thing (68) air thick scent (60) voice whisper carried (60) whisper carried weight (60) spent years trying (60) air felt heavier (51) voice low gravelly (50) elara breath caught (42) presence constant unspoken (42) stepped closer voice (40) making feel like (36) voice quiet firm (35) way moved like (32) voice low almost (32) way felt like (31) spent life chasing (30) elara heart pounded (28) hands clenched fists (28) always place secrets (28) voice low measured (26) fingers tightened around (25) could feel weight (24) said voice trembling (23) like second skin (21) eyes flickered something (21) said voice quieter (21) shadows seemed stretch (20) stepped forward voice (18) casting long shadows (17)
`; // creative_writing_longform.js /////////////////////// // CSV / SLOP DATA // /////////////////////// // // You can leave these empty or fill them in later. // Just ensure the CSV has these columns (in order): // // model_name, // overall_score_100, // avg_chapter_length, // vocab_complexity, // slop_score, // repetition_score, // chapter1_avg, // chapter2_avg, // chapter3_avg, // chapter4_avg, // chapter5_avg, // chapter6_avg, // chapter7_avg, // chapter8_avg, // final_judgement_avg // ///////////////////////////// // SPARKLINE FUNCTION // ///////////////////////////// /** * Ordinary-least-squares slope for exactly the first 8 chapter scores. * Expects an array of ≥ 8 numbers. */ function regressionSlope(values) { const data = values.slice(0, 8); // enforce 8-point set const n = data.length; // = 8 by construction if (n < 2) return 0; const meanX = (n - 1) / 2; // 0…7 → 3.5 const meanY = data.reduce((a, b) => a + b) / n; let num = 0, den = 0; for (let i = 0; i < n; i++) { const dx = i - meanX; num += dx * (data[i] - meanY); den += dx * dx; } return den === 0 ? 0 : num / den; } /** * Degradation = % drop between the inferred score at x=2 * (avg of chapters 1-5) and the extrapolated score at x=7, * using the regression slope computed from the same 8 points. */ function calcGradientDegradation(chapterScores) { const data = chapterScores.slice(0, 8).map(v => parseFloat(v) || 0); if (data.length < 8) return 0; const initial = data.slice(0, 5).reduce((a, b) => a + b, 0) / 5; // x=2 point if (initial === 0) return 0; const slope = regressionSlope(data); const final = initial + slope * 5; // x=7 point const d = 2.0 * (initial - final) / initial; return d < 0 ? 0 : d; // cap at 0 if the trend is upward } function createDegradationSparkline(scores) { const isDark = document.body.classList.contains('dark-mode'); const stroke = isDark ? 'white' : 'black'; const data = scores.slice(0, 8).map(s => parseFloat(s) || 0); // exact 8 // SVG dimensions const w = 60, h = 20, maxVal = Math.max(...data, 1); const step = w / 7; // 7 gaps // Build the line path let path = ''; data.forEach((v, i) => { const x = i * step, y = h - (v / maxVal) * h; path += (i ? ' L' : 'M') + x + ',' + y; }); const degradation = calcGradientDegradation(data).toFixed(3); const svg = ` `; return `
${svg}${degradation}
`; } // Add this function to update sparkline colors when the theme changes function updateSparklineColors() { const isDarkMode = document.body.classList.contains('dark-mode'); const strokeColor = isDarkMode ? "white" : "black"; document.querySelectorAll('.sparkline-path').forEach(path => { path.setAttribute('stroke', strokeColor); }); } /////////////////////// // SLOP PROFILE PARSE // /////////////////////// function parseSlopData(modelName) { if (!slopData || !modelName) { return "

Slop profile data not available.

"; } const escapedModelName = modelName.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); const regex = new RegExp(`^#####\\s*${escapedModelName}\\s*$`, 'm'); const match = slopData.split(regex); if (match.length > 1) { const contentAfter = match[1]; if (contentAfter) { const nextDelimiterMatch = contentAfter.search(/^#####\s/m); if (nextDelimiterMatch !== -1) { return contentAfter.substring(0, nextDelimiterMatch).trim(); } else { return contentAfter.trim(); } } } console.warn(`Slop profile not found for model: ${modelName}`); return `

Slop profile not found for model: ${modelName}

`; } ////////////////////////////// // DATATABLE + RENDER LOGIC // ////////////////////////////// // Keep track of the last column used to display the bar let lastSortedScoreColumn = 5; // Where 'Score' lives now (0-based) function updateScoreBarColors() { const scoreBars = document.querySelectorAll('#leaderboard .score-bar'); const isDarkMode = document.body.classList.contains('dark-mode'); scoreBars.forEach(bar => { if ($(bar).is(':visible')) { const overallIndex = $(bar).closest('tr').index(); const totalRows = $('#leaderboard tbody tr').length; if (totalRows === 0) return; // Hue gradient from 200 (blue) to 120 (green) const startHue = 200; const endHue = 120; const hueRange = startHue - endHue; const startPercent = overallIndex / totalRows; const endPercent = (overallIndex + 1) / totalRows; const currentStartHue = startHue - (startPercent * hueRange); const currentEndHue = startHue - (endPercent * hueRange); const lightness = isDarkMode ? '50%' : '65%'; const saturation = isDarkMode ? '55%' : '50%'; const startColor = `hsl(${currentStartHue}, ${saturation}, ${lightness})`; const endColor = `hsl(${currentEndHue}, ${saturation}, ${lightness})`; bar.style.background = `linear-gradient(to bottom, ${startColor}, ${endColor})`; } }); } function loadLeaderboardData() { // skip header row, parse lines const lines = leaderboardDataLongformV3.split('\n').slice(1).filter(l => l.trim() !== ''); // We assume overall_score_100 is on a 0..100 scale const maxScore = 100.0; const baselineScore = 0.0; const scoreRange = maxScore - baselineScore; let html = lines.map(row => { // We expect 15 CSV columns: // [0] model_name // [1] overall_score_100 // [2] avg_chapter_length // [3] vocab_complexity // [4] slop_score // [5] repetition_score // [6..13] chapter scores // [14] final_judgement_avg let cols = row.split(','); let [ modelNameRaw, overallScore100, avgChapterLength, vocabComplexity, slopScore, repetitionScore, ch1, ch2, ch3, ch4, ch5, ch6, ch7, ch8, finalJudge ] = cols; // Convert to numeric values const scoreNum = parseFloat(overallScore100) || 0; const lengthNum = parseInt(avgChapterLength, 10) || 0; const slopNum = parseFloat(slopScore) || 0; const repNum = parseFloat(repetitionScore) || 0; // Gather chapter scores for the sparkline and degradation calculation const chapterScores = cols.slice(6, 14).map(x => parseFloat(x) || 0); // 8 cols only // Compute degradation as absolute slope from first to last chapter, divided by number of intervals (7) let degradationVal = calcGradientDegradation(chapterScores); const scoreRelative = scoreNum - baselineScore; const scorePct = scoreRange > 0 ? Math.max(0, Math.min(100, (scoreRelative / scoreRange) * 100)) : 0; // Minimal formatting for model name let isNsfwModel = modelNameRaw.startsWith('!'); let isNewModel = modelNameRaw.startsWith('*'); let currentModelName = modelNameRaw.replace(/^(!|\*)/, ''); let displayModelName = currentModelName.split('/').pop(); if (isNsfwModel) displayModelName = '🔞' + displayModelName; if (isNewModel) displayModelName = '🆕' + displayModelName; let modelNameDisplayHTML = currentModelName.includes('/') ? `${displayModelName}` : displayModelName; let resultsFn = `results/creative-writing-longform/${currentModelName.replace(/\//g,'__')}_longform_report.html`; let scoreBarHTML = `
${scoreNum.toFixed(1)}
`; let slopInfoIcon = ` i `; // Create the degradation sparkline (the function call returns both the SVG and the slope text) let degradationHTML = createDegradationSparkline(chapterScores); // Build the row. // Note: We include the computed degradationVal in a data-order attribute return `
${modelNameDisplayHTML}
${isNaN(lengthNum) ? '-' : lengthNum.toLocaleString()}
${slopNum.toFixed(1)} ${slopInfoIcon}
${repNum.toFixed(1)}
${degradationHTML}
${scoreBarHTML}
Samples
`; }).join(''); document.getElementById('leaderboardBody').innerHTML = html; initializeDataTable(); } ////////////////////// // DATATABLE CONFIG // ////////////////////// let dataTableConfig = { autoWidth: false, order: [[5, "desc"]], // Default sort by Score (column index 5, descending) paging: false, searching: false, info: true, lengthChange: false, columnDefs: [ { targets: [1], type: 'num' }, // Length { targets: [2], type: 'num' }, // Slop { targets: [3], type: 'num' }, // Repetition { targets: [4], type: 'num', orderSequence: ["asc", "desc"] }, // Degradation, default asc when sorted { targets: [5], type: 'num', orderSequence: ["desc", "asc"] }, // Score { targets: [6], orderable: false } // Samples ], dom: "<'d-flex flex-column flex-md-row justify-content-between align-items-center mb-2'<'#toggleMobilePlaceholder'><'ms-md-auto'f>>" + "<'row'<'col-12'tr>>" + "<'row mt-2'<'col-sm-12 col-md-5'i><'col-sm-12 col-md-7'p>>", drawCallback: function(settings) { let api = this.api(); if (!api) return; let order = api.order(); if (!order || order.length === 0) { order = [[5, 'desc']]; } let sortedColIndex = order[0][0]; const SCORE_COLUMNS = [5]; const NON_SCORE_COLUMNS = [0,1,2,3,4,6]; const tableNode = $(api.table().node()); tableNode.find('.score-bar').hide(); tableNode.find('th').css('width', ''); let columnToShowBar = -1; if (SCORE_COLUMNS.includes(sortedColIndex)) { columnToShowBar = sortedColIndex; lastSortedScoreColumn = sortedColIndex; } else if (NON_SCORE_COLUMNS.includes(sortedColIndex) && lastSortedScoreColumn !== null) { columnToShowBar = lastSortedScoreColumn; } else { columnToShowBar = 5; lastSortedScoreColumn = 5; } if (columnToShowBar !== -1) { try { api.rows({ page: 'current' }) .nodes() .to$() .find(`td:eq(${columnToShowBar}) .score-bar`) .show(); let header = api.column(columnToShowBar).header(); if (header) { $(header).css('width', '30%'); } } catch (e) { console.error("Error showing score bar or adjusting width:", e); } } updateScoreBarColors(); } }; //////////////////////////// // MOBILE COLUMN TOGGLING // //////////////////////////// let middleStatsExpanded = false; function collapseMiddleColumns() { const isMobile = window.innerWidth < 768; // columns 1,3,4 are marked "mobile-collapsible" if (isMobile && !middleStatsExpanded) { $('#leaderboard .mobile-collapsible').hide(); $('#toggleMiddleStats').text('Expand Details'); } else { $('#leaderboard .mobile-collapsible').show(); $('#toggleMiddleStats').text('Hide Details'); } } function toggleMiddleStats() { middleStatsExpanded = !middleStatsExpanded; collapseMiddleColumns(); } ///////////////////// // INIT / BOOTSTRAP // ///////////////////// document.addEventListener('DOMContentLoaded', function() { displayEncodedEmail(); applySystemTheme(); setupDarkModeToggle(); if (document.getElementById('leaderboard')) { loadLeaderboardData(); $(window).on('resize', collapseMiddleColumns); $('#toggleMiddleStats').on('click', toggleMiddleStats); $(window).on('resize', function () { collapseMiddleColumns(); // what you already call if ($.fn.DataTable.isDataTable('#leaderboard')) { const tbl = $('#leaderboard').DataTable(); tbl.columns.adjust().draw(false); // recalculates widths + triggers drawCallback } }); setTimeout(collapseMiddleColumns, 50); } }); function initializeDataTable() { if ($.fn.DataTable.isDataTable('#leaderboard')) { $('#leaderboard').DataTable().destroy(); $('#leaderboardBody').off('click', '.slop-info-icon'); } let table = $('#leaderboard').DataTable(dataTableConfig); // Slop icon event $('#leaderboardBody').on('click', '.slop-info-icon', function() { const modelName = $(this).data('model-name'); const profileHtml = parseSlopData(modelName); const modalTitle = `Slop Profile: ${modelName.split('/').pop()}`; $('#slopProfileContent').html(profileHtml); $('#slopProfileModalLabel').text(modalTitle); const slopModal = new bootstrap.Modal(document.getElementById('slopProfileModal')); slopModal.show(); }); table.one('init.dt', function() { collapseMiddleColumns(); }); } ////////////////////////////// // THEME / EMAIL HELPERS // ////////////////////////////// function setupDarkModeToggle() { var toggle = document.getElementById('darkModeToggle'); var label = document.getElementById('toggleLabel'); const savedMode = localStorage.getItem('darkModeEnabled'); if (savedMode) { document.body.classList.toggle('dark-mode', savedMode === 'true'); toggle.checked = (savedMode === 'true'); label.textContent = (savedMode === 'true') ? 'Dark' : 'Light'; } toggle.addEventListener('change', function() { document.body.classList.toggle('dark-mode', this.checked); label.textContent = this.checked ? 'Dark' : 'Light'; localStorage.setItem('darkModeEnabled', this.checked); // Update sparkline colors when theme changes updateSparklineColors(); if ($.fn.DataTable.isDataTable('#leaderboard')) { $('#leaderboard').DataTable().draw(false); } }); } // Also update the applySystemTheme function function applySystemTheme() { if (localStorage.getItem('darkModeEnabled') === null) { const prefersDark = window.matchMedia('(prefers-color-scheme: dark)').matches; const toggle = document.getElementById('darkModeToggle'); const label = document.getElementById('toggleLabel'); document.body.classList.toggle('dark-mode', prefersDark); toggle.checked = prefersDark; label.textContent = prefersDark ? 'Dark' : 'Light'; } } function displayEncodedEmail() { var encodedUser = 'contact'; var encodedDomain = 'eqbench.com'; var emailElement = document.getElementById('email'); if (emailElement) { emailElement.innerHTML = decodeHtmlEntities(encodedUser + '@' + encodedDomain); var emailAddress = emailElement.innerText; emailElement.innerHTML = `Contact`; } } function decodeHtmlEntities(encodedString) { var textArea = document.createElement('textarea'); textArea.innerHTML = encodedString; return textArea.value; }