{ "meta": { "difficulty": "per question: fraction of answering systems that answered it wrong (continuous 0-1, computed by the app from stored per-question results)", "notes": [ "One mixed pool per ability (48 classification, 18 NER).", "von runs in .venv-von; so1 uses Qwen2.5-0.5B; Lumma-Fev, Julia 1 and Intern-Decision also run in .venv-von." ], "pools": { "classification": 48, "ner": 18 } }, "systems": { "AgentJev 0.6B (local)": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, false, true, true, true, true, true, true, false, false, true, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, true, true, false, false, true, true, false, true, true ], "cls_mean_latency_s": 0.646, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "positive", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "neutral", "negative", "negative", "negative", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "business", "politics", "technology", "sports", "politics", "politics", "sports", "politics", "sports", "politics", "business", "sports", "business" ], "recorded": "2026-09-23 08:40", "timing": "Model download and loading excluded; first forward pass included." }, "Clef (Workers AI)": { "cls_accuracy": 0.9792, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.052, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "politics", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-10-02 20:03", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_reported": false, "cost_usd": 0.0, "input_tokens": 4600, "input_tokens_reported": true, "paid_requests": 2, "total_tokens": 0 } }, "Clef-flash (Workers AI)": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, false, false, true, true, false, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.083, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "neutral", "negative", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-10-02 20:03", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_reported": false, "cost_usd": 0.0, "input_tokens": 4600, "input_tokens_reported": true, "paid_requests": 2, "total_tokens": 0 } }, "D1 (OpenRouter)": { "recorded": "2026-10-07 22:13", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "technology", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.031, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.00013, "input_tokens": 3245, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Decider V1 27B (OpenRouter)": { "recorded": "2026-10-07 22:13", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.075, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.000211, "input_tokens": 5273, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Decider V1.1 27B (OpenRouter)": { "recorded": "2026-10-07 22:13", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.08, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.000105, "input_tokens": 5273, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Decision 2.0 Eos 0.8B": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, false, false, true, false, false, false, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.981, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "positive", "neutral", "negative", "neutral", "neutral", "positive", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-10-03 13:17", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Decision 2.0 Kai 0.6B": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, false, true, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, true, true ], "cls_mean_latency_s": 0.64, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "neutral", "positive", "neutral", "neutral", "negative", "positive", "positive", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "sports", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-10-03 13:16", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Decision 2.0 Sol 2B": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, false, true, true, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, false, true, true, true, true ], "cls_mean_latency_s": 2.578, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "negative", "positive", "positive", "neutral", "neutral", "neutral", "positive", "positive", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "business", "business", "business", "politics", "technology", "sports", "business" ], "recorded": "2026-10-03 13:20", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "GLiDE (Fastino)": { "cls_accuracy": 0.9792, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.056, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-10-03 19:43", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_reported": false, "cost_usd": 0.0, "input_tokens": 3833, "input_tokens_reported": true, "paid_requests": 2, "total_tokens": 0 } }, "GLiFormer-base": { "cls_accuracy": 0.6667, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, true, true, false, false, false, true, false, true, true, false, true, true, false, true, true, false, false, false, true, true, true, true, false, false, true, true, true, true, true, false, false ], "cls_mean_latency_s": 0.139, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "neutral", "positive", "negative", "negative", "neutral", "neutral", "positive", "positive", null, "technology", "sports", null, "business", "technology", null, "politics", "business", "sports", null, "business", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "sports", "politics", "technology", null, "technology" ], "ner_exact": [ true, true, true, true, true, true, false, false, false, false, true, true, false, true, true, false, false, false ], "ner_exact_rate": 0.5556, "ner_mean_latency_s": 0.145, "recorded": "2026-09-20 13:24" }, "GLiFormer-large": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, false, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, true, false, true, true, true, true ], "cls_mean_latency_s": 0.412, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "positive", "negative", "negative", "positive", "neutral", "positive", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "business", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "technology", "politics", "technology", "sports", "business" ], "ner_exact": [ true, true, true, true, true, true, false, true, true, false, false, true, false, true, true, false, false, false ], "ner_exact_rate": 0.6111, "ner_mean_latency_s": 0.411, "recorded": "2026-09-20 13:25" }, "GLiNER2.5-Decide": { "cls_accuracy": 0.8542, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, true, true, true, false, false, true, true, true, false, true, true ], "cls_mean_latency_s": 0.412, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "business", "politics", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "business", "sports", "business" ], "ner_exact": [ true, true, true, true, true, true, true, false, true, false, true, true, false, true, false, false, false, false ], "ner_exact_rate": 0.6111, "ner_mean_latency_s": 0.476, "recorded": "2026-09-25 19:22", "timing": "Model download and loading excluded; first forward pass included." }, "GLiNER2.5-Decide (Fastino)": { "recorded": "2026-10-05 21:22", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "business", "politics", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "business", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, true, true, true, false, false, true, true, true, false, true, true ], "cls_accuracy": 0.8542, "cls_mean_latency_s": 0.853, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 66, "cost_usd": 0.0, "input_tokens": 864, "total_tokens": 3976, "cost_reported": false, "input_tokens_reported": true }, "ner_exact": [ true, true, true, true, true, true, false, false, true, false, true, true, false, true, false, false, false, false ], "ner_exact_rate": 0.5556, "ner_mean_latency_s": 0.832 }, "GLiNER2.5-base": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, false, false, false, true, true, true, true, true, true ], "cls_mean_latency_s": 0.111, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "neutral", "negative", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "politics", "technology", "sports", "technology", "technology", "technology", "business", "sports", "politics", "technology", "sports", "business" ], "ner_exact": [ true, true, true, true, true, true, false, false, true, false, true, true, false, true, true, false, false, false ], "ner_exact_rate": 0.6111, "ner_mean_latency_s": 0.135, "recorded": "2026-09-20 13:23" }, "GLiNER2.5-base (Fastino)": { "recorded": "2026-10-05 21:20", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "neutral", "negative", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "politics", "technology", "sports", "technology", "technology", "technology", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, false, false, false, true, true, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 0.834, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 66, "cost_usd": 0.0, "input_tokens": 864, "total_tokens": 3857, "cost_reported": false, "input_tokens_reported": true }, "ner_exact": [ true, true, true, true, true, true, false, false, true, false, false, true, false, true, true, false, false, false ], "ner_exact_rate": 0.5556, "ner_mean_latency_s": 0.856 }, "GLiNER2.5-multi": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, false, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, true, true, true, false, false, true, true, true, true, true, true ], "cls_mean_latency_s": 0.152, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "neutral", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "business", "politics", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "technology", "sports", "business" ], "ner_exact": [ true, true, true, true, true, true, false, false, false, true, true, true, false, true, true, true, false, false ], "ner_exact_rate": 0.6667, "ner_mean_latency_s": 0.18, "recorded": "2026-09-20 13:24" }, "GLiNER2.5-multi (Fastino)": { "recorded": "2026-10-05 21:21", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "neutral", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "business", "politics", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, false, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, false, true, true, true, false, false, true, true, true, true, true, true ], "cls_accuracy": 0.7917, "cls_mean_latency_s": 0.831, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 66, "cost_usd": 0.0, "input_tokens": 864, "total_tokens": 3796, "cost_reported": false, "input_tokens_reported": true }, "ner_exact": [ true, true, true, true, true, true, false, false, false, true, false, true, false, true, true, true, false, false ], "ner_exact_rate": 0.6111, "ner_mean_latency_s": 0.849 }, "GLiNER2.5-small": { "cls_accuracy": 0.7083, "cls_correct": [ true, true, true, true, false, true, true, true, true, false, true, true, false, false, true, true, false, true, true, false, false, true, true, false, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, false, false, false, true, false, true, true, true, true ], "cls_mean_latency_s": 0.043, "cls_preds": [ "positive", "positive", "negative", "negative", "positive", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "positive", "positive", "negative", "positive", "neutral", "negative", "negative", "positive", "neutral", "negative", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "politics", "business", "business", "technology", "sports", "technology", "technology", "sports", "business", "business", "politics", "technology", "sports", "business" ], "ner_exact": [ true, true, true, false, true, true, false, false, false, false, false, false, false, true, false, false, false, false ], "ner_exact_rate": 0.3333, "ner_mean_latency_s": 0.053, "recorded": "2026-09-20 13:23" }, "GTE-rerank-ModernBERT-base": { "cls_accuracy": 0.6042, "cls_correct": [ true, true, true, false, false, false, true, true, true, false, true, true, true, true, false, true, false, true, false, false, false, false, true, false, true, true, true, false, true, true, true, false, false, true, true, true, false, true, true, true, true, false, false, true, true, false, true, false ], "cls_mean_latency_s": 0.183, "cls_preds": [ "positive", "positive", "negative", "neutral", "negative", "positive", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "neutral", "negative", "neutral", "neutral", "neutral", "positive", "positive", "neutral", "technology", "sports", "politics", "sports", "technology", "sports", "politics", "politics", "sports", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "sports", "technology", "sports", "politics", "sports", "sports", "politics" ], "recorded": "2026-09-25 21:01", "timing": "Model download and loading excluded; first forward pass included." }, "Intern-Decision 0.8B": { "cls_accuracy": 0.7708, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, false, false, true, false, true, true, true, true, true, true, true, true, true, true, true ], "cls_mean_latency_s": 1.585, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "neutral", "positive", "neutral", "positive", "positive", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "business", "technology", "politics", "technology", "sports", "politics", "politics", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-27 22:50", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Intern-Decision 2B": { "cls_accuracy": 0.8125, "cls_correct": [ true, true, true, true, true, true, true, true, false, false, false, true, true, true, false, true, true, true, false, false, false, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 3.166, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "neutral", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-27 22:54", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Intern-Decision 4B": { "cls_accuracy": 0.8542, "cls_correct": [ true, true, true, true, true, true, true, true, false, false, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_mean_latency_s": 8.0, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "recorded": "2026-09-27 23:04", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "JevK5-Lite": { "cls_accuracy": 0.8125, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, false, true, false, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, true, true, true, true, true, false ], "cls_mean_latency_s": 0.392, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "positive", "negative", "positive", "negative", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-25 19:29", "timing": "Model download and loading excluded; first forward pass included." }, "K2-Type 0.9B (local)": { "cls_accuracy": 0.6667, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, false, false, false, true, false, false, true, false, false, false, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, false, false, true, true, true, true, false ], "cls_mean_latency_s": 0.601, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "positive", "positive", "neutral", "positive", "neutral", "positive", "negative", "positive", "positive", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "sports", "technology", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-10-03 12:10", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Kev 0.8B (local)": { "cls_accuracy": 0.7292, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, false, true, false, true, true, true, true, false, false, false, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, false, true, true, true, true, true, false ], "cls_mean_latency_s": 0.587, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "positive", "neutral", "neutral", "positive", "negative", "negative", "negative", "neutral", "neutral", "positive", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "technology", "business", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-21 21:56", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Kev 4B (OpenRouter)": { "cls_accuracy": 0.8542, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.079, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "neutral", "negative", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-26 12:49", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 7.2e-05, "input_tokens": 1705, "paid_requests": 2 } }, "Laya (local)": { "cls_accuracy": 0.6875, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, false, true, false, true, true, true, true, false, false, true, true, false, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, false, false, false, true, false, true, false, false, false ], "cls_mean_latency_s": 0.143, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "positive", "neutral", "neutral", "positive", "negative", "negative", "negative", "neutral", "neutral", "negative", "positive", "neutral", "technology", "sports", "business", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "technology", "business", "technology", "politics", "business", "technology", "technology" ], "recorded": "2026-09-20 13:27" }, "Laya typed-decisions": { "cls_accuracy": 0.7083, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, false, true, false, true, false, true, true, false, false, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, false, false, false, true, false, true, true, false, false ], "cls_mean_latency_s": 1.243, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "positive", "neutral", "neutral", "positive", "neutral", "negative", "negative", "neutral", "neutral", "negative", "positive", "negative", "technology", "sports", "business", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "technology", "business", "technology", "politics", "technology", "technology", "technology" ], "recorded": "2026-09-21 16:12", "timing": "Model download and loading excluded; first forward pass included." }, "Lumma-fev 0.15B": { "cls_accuracy": 0.5625, "cls_correct": [ true, false, false, true, false, true, true, true, false, false, true, true, false, false, true, true, false, false, true, false, true, false, false, false, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, false, false, true, true, false, false, true, false, false ], "cls_mean_latency_s": 0.256, "cls_preds": [ "positive", "negative", "positive", "negative", "negative", "neutral", "positive", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "negative", "positive", "positive", "positive", "negative", "positive", "negative", "positive", "negative", "neutral", "technology", "sports", "business", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "technology", "technology", "technology", "technology", "technology" ], "recorded": "2026-09-27 21:13", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Lumma-fev 0.6B": { "cls_accuracy": 0.5417, "cls_correct": [ true, true, false, false, false, true, true, false, false, false, true, true, true, true, false, false, false, false, true, false, false, false, true, false, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, false, false, true, false, false, true, false, false ], "cls_mean_latency_s": 0.587, "cls_preds": [ "positive", "positive", "positive", "neutral", "positive", "neutral", "positive", "neutral", "neutral", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "negative", "neutral", "neutral", "neutral", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "technology", "business", "business", "technology", "technology", "technology", "technology" ], "recorded": "2026-09-27 21:14", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Lumma-fev 4B": { "cls_accuracy": 0.6875, "cls_correct": [ true, true, true, true, true, true, true, true, false, false, false, false, true, true, false, true, true, true, true, false, false, false, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, false, false, true, false, true ], "cls_mean_latency_s": 2.921, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "neutral", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "technology", "technology", "technology", "technology", "business" ], "recorded": "2026-09-27 21:18", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Mercury Decide (OpenRouter)": { "recorded": "2026-10-07 22:14", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "sports", "politics", "technology", "technology", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, false, true ], "cls_accuracy": 0.8958, "cls_mean_latency_s": 0.051, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.0, "input_tokens": 3082, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "MoJev 0.85B": { "cls_accuracy": 0.7292, "cls_correct": [ true, true, true, true, false, true, true, true, true, true, true, false, true, true, true, false, false, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, false, false, true, true, true, false ], "cls_mean_latency_s": 3.375, "cls_preds": [ "positive", "positive", "negative", "negative", "negative", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "neutral", "neutral", "negative", "neutral", "neutral", "negative", "negative", "neutral", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "technology", "technology", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-25 21:41", "timing": "Model download and loading excluded; first forward pass included." }, "OpenThai 0.8B (local)": { "cls_accuracy": 0.7083, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, false, false, true, true, false, true, false, true, true, false, false, false, true, false, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, false, true, true, false, true, true, false, true ], "cls_mean_latency_s": 0.504, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "positive", "neutral", "negative", "negative", "positive", "neutral", "positive", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "technology", "politics", "technology", "technology", "business" ], "recorded": "2026-09-23 11:43", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Solar Decide (OpenRouter)": { "cls_accuracy": 0.9583, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.308, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-29 19:43", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_reported": true, "cost_usd": 0.00087, "input_tokens": 17394, "input_tokens_reported": true, "paid_requests": 2, "total_tokens": 0 } }, "Span-01": { "cls_accuracy": 0.8542, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, false, true, false, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.44, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "business", "technology", "business", "business", "sports", "technology", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-26 12:51", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 4.3e-05, "input_tokens": 2130, "paid_requests": 48 } }, "Span-01 Lite": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, false, true, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, false, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.44, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "positive", "negative", "positive", "neutral", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "business", "technology", "business", "business", "sports", "technology", "business", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-26 12:52", "timing": "Model download and loading excluded; 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first forward pass included.", "usage": { "cost_usd": 0.096, "input_tokens": 0, "paid_requests": 48 } }, "cohere-rerank-4-pro (OpenRouter)": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, false, false, true, true, false, false, true, true, true ], "cls_mean_latency_s": 0.418, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "positive", "negative", "negative", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "business", "technology", "business", "business", "sports", "technology", "technology", "business", "business", "business", "technology", "technology", "sports", "business" ], "recorded": "2026-09-26 12:50", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 0.12, "input_tokens": 0, "paid_requests": 48 } }, "cohere-rerank-v3.5 (OpenRouter)": { "cls_accuracy": 0.6667, "cls_correct": [ true, true, true, true, true, false, true, false, false, false, true, true, false, true, false, false, true, false, true, true, true, false, false, true, true, true, true, true, true, true, true, false, false, true, true, true, false, true, true, true, false, false, true, true, true, true, true, false ], "cls_mean_latency_s": 0.5, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "positive", "positive", "positive", "positive", "neutral", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "neutral", "negative", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "politics", "sports", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-26 12:50", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 0.048, "input_tokens": 0, "paid_requests": 48 } }, "decider 0.8B (local)": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, true, false, true, false, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 2.144, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "negative", "positive", "positive", "positive", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-23 11:43", "timing": "Model download and loading excluded; 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one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "gliclass-base": { "cls_accuracy": 0.8125, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, false, true, true, true, true, false ], "cls_mean_latency_s": 0.11, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "positive", "negative", "positive", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-20 13:26" }, "gliclass-large": { "cls_accuracy": 0.8125, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, false, false, true, true, false, true, true, false, false ], "cls_mean_latency_s": 0.411, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "technology", "technology", "business", "business", "technology", "politics", "technology", "technology", "technology" ], "recorded": "2026-09-20 13:26" }, "gliclass-modern-base": { "cls_accuracy": 0.6667, "cls_correct": [ true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, false, false, true, false, false, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, false, true, true, true, false, false, false, true, false, true, true, false ], "cls_mean_latency_s": 0.051, "cls_preds": [ "positive", "positive", "negative", "negative", "positive", "positive", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "positive", "positive", "negative", "positive", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "politics", "technology", "sports", "politics", "technology", "sports", "technology", "sports", "technology", "technology", "sports", "technology" ], "recorded": "2026-09-20 13:25" }, "jevk5 4B (Ollaya)": { "cls_accuracy": 0.8542, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_mean_latency_s": 7.299, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "business", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "recorded": "2026-09-27 09:39", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "mxbai-rerank-base-v2": { "cls_accuracy": 0.7083, "cls_correct": [ true, true, true, true, false, false, true, true, true, false, true, true, false, false, true, true, false, false, true, true, false, false, true, false, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, false, true, true, true, true, true, true, false ], "cls_mean_latency_s": 1.338, "cls_preds": [ "positive", "positive", "negative", "negative", "positive", "positive", "positive", "negative", "negative", "positive", "positive", "positive", "positive", "positive", "negative", "positive", "positive", "positive", "negative", "negative", "positive", "positive", "positive", "positive", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-25 21:08", "timing": "Model download and loading excluded; first forward pass included." }, "nli deberta-v3-large (Ollaya)": { "cls_accuracy": 0.8333, "cls_correct": [ true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, false, true, false, true, true, false, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, false ], "cls_mean_latency_s": 0.369, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "neutral", "positive", "neutral", "neutral", "neutral", "neutral", "negative", "positive", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "business", "business", "sports", "politics", "technology", "sports", "technology" ], "recorded": "2026-09-27 09:02", "timing": "Model download and loading excluded; 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one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "qwen3-reranker-8b (OpenRouter)": { "cls_accuracy": 0.875, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true, false, true, true, true ], "cls_mean_latency_s": 0.564, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "neutral", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "technology", "technology", "business", "business", "sports", "politics", "politics", "business", "business", "sports", "technology", "technology", "sports", "business" ], "recorded": "2026-09-26 12:52", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 0.003202, "input_tokens": 0, "paid_requests": 48 } }, "von": { "cls_accuracy": 0.7917, "cls_correct": [ true, true, true, true, true, true, true, false, false, true, true, true, true, true, true, true, false, false, true, true, false, false, true, false, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, false, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.226, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "neutral", "neutral", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "neutral", "neutral", "negative", "negative", "neutral", "neutral", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "politics", "technology", "politics", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "provenance": { "backend": "option-marker", "model": "wfzyx/von-1.0", "model_revision": "fbc0196efa4fa1825557a8d5adad464fa1e872bb", "sdk_revision": "a94aa368ff4dcc58cdfd569cf0b4b1ae7d592d54" }, "recorded": "2026-09-20 17:27", "timing": "Model download and loading excluded; 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first forward pass included.", "usage": { "cost_usd": 0.00017, "input_tokens": 0, "paid_requests": 48 } }, "voyage-rerank-2.5-lite (OpenRouter)": { "cls_accuracy": 0.6458, "cls_correct": [ false, true, true, true, true, true, false, true, false, false, false, false, true, true, false, true, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true ], "cls_mean_latency_s": 0.358, "cls_preds": [ "neutral", "positive", "negative", "negative", "neutral", "neutral", "neutral", "negative", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "positive", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "business", "business", "sports", "politics", "technology", "sports", "business" ], "recorded": "2026-09-26 12:51", "timing": "Model download and loading excluded; first forward pass included.", "usage": { "cost_usd": 6.8e-05, "input_tokens": 0, "paid_requests": 48 } }, "winnow e4b (Ollaya)": { "cls_accuracy": 0.875, "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_mean_latency_s": 8.138, "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "recorded": "2026-09-27 09:25", "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "mxbai-rerank-large-v2": { "recorded": "2026-10-05 23:51", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "positive", "negative", "positive", "negative", "negative", "negative", "neutral", "positive", "positive", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "business", "technology", "business", "business", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, false, false, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, false, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 4.255, "timing": "Model download and loading excluded; first forward pass included." }, "nemotron-rerank-1b-v2": { "recorded": "2026-10-05 23:52", "cls_preds": [ "positive", "positive", "neutral", "negative", "positive", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "positive", "positive", "negative", "positive", "negative", "positive", "positive", "positive", "positive", "positive", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "sports", "technology", "sports", "politics", "politics", "sports", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, false, true, false, true, true, true, true, true, true, true, false, false, false, true, true, false, true, false, false, false, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, true, true ], "cls_accuracy": 0.75, "cls_mean_latency_s": 0.838, "timing": "Model download and loading excluded; first forward pass included." }, "Solar Decide Flash (OpenRouter)": { "recorded": "2026-10-08 22:59", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "business", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.069, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.00087, "input_tokens": 17394, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Clef-omni (Workers AI)": { "recorded": "2026-10-10 10:39", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "technology", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, true, false, true, true, true ], "cls_accuracy": 0.8958, "cls_mean_latency_s": 0.04, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.0, "input_tokens": 4548, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": false, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Microsoft Decision-1 (OpenRouter)": { "recorded": "2026-10-10 10:39", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "positive", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "technology", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9167, "cls_mean_latency_s": 0.065, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.000103, "input_tokens": 2441, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "Drex v1.5 (OpenRouter)": { "recorded": "2026-10-10 10:39", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.075, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 6.8e-05, "input_tokens": 1705, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": true, "input_tokens_reported": true, "thinking_tokens_reported": false } }, "D1 3B (local)": { "recorded": "2026-10-10 10:59", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, false, false, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 5.818, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "decima 321M (Ollaya)": { "recorded": "2026-10-10 11:14", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "positive", "negative", "positive", "negative", "negative", "negative", "negative", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "business", "technology", "business", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "technology", "sports", "technology" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, true, true, true, true, false, false, true, true, true, true, true, false ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 0.256, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "decima small 122M (Ollaya)": { "recorded": "2026-10-10 11:14", "cls_preds": [ "positive", "positive", "negative", "neutral", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "neutral", "negative", "negative", "negative", "neutral", "negative", "positive", "neutral", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, false, true, true, true, true, false, false, true, true, true, true, false, true, false, true, true, true, false, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 0.103, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "snap 2B (Ollaya)": { "recorded": "2026-10-10 11:17", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "business", "technology", "business", "business", "sports", "politics", "politics", "business", "business", "business", "business", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, false, true, true, true, true, true, false, false, true, true, true ], "cls_accuracy": 0.8125, "cls_mean_latency_s": 2.995, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "D1-omni 600M (local)": { "recorded": "2026-10-10 11:17", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "neutral", "positive", "neutral", "negative", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "politics", "business", "sports", "politics", "technology", "business", "business", "sports", "politics", "business", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, false, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, false, true, true, false, true, true, true, true, false, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 0.227, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "arbiter 4B (Ollaya)": { "recorded": "2026-10-10 11:59", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "business", "politics", "technology", "politics", "technology", "sports", "politics", "politics", "business", "business", "technology", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true, false, true, true, true, true ], "cls_accuracy": 0.8958, "cls_mean_latency_s": 4.878, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "credence 7.5B (Ollaya)": { "recorded": "2026-10-10 12:12", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "neutral", "neutral", "neutral", "neutral", "positive", "negative", "negative", "negative", "neutral", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, false, true, true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_accuracy": 0.8542, "cls_mean_latency_s": 6.775, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Decision 3.0 Edge 0.6B": { "recorded": "2026-10-12 08:37", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "neutral", "positive", "neutral", "positive", "negative", "negative", "positive", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "sports", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, false, false, true, true, false, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, false, false, true, true, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 2.745, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Decision 3.0 Lite 0.85B": { "recorded": "2026-10-12 08:42", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "neutral", "positive", "neutral", "negative", "negative", "positive", "neutral", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "business", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, false, true, false, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_accuracy": 0.8333, "cls_mean_latency_s": 5.354, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "Decision 3.0 Nano 2B": { "recorded": "2026-10-12 08:50", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "business", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "business", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true, true, false, true, true, true, true ], "cls_accuracy": 0.9167, "cls_mean_latency_s": 9.376, "timing": "Model download and loading excluded; one untimed warm-up question pays the server's lazy weight load first - timed latencies are warmed." }, "TypeLLM (hosted)": { "recorded": "2026-10-17 12:26", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "neutral", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "technology", "business", "business", "sports", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ], "cls_accuracy": 0.9583, "cls_mean_latency_s": 0.057, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.0, "input_tokens": 2507, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": false, "input_tokens_reported": true, "thinking_tokens_reported": true }, "model": "typellm-latest" }, "TypeLLM thinking (hosted)": { "recorded": "2026-10-17 12:27", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "negative", "negative", "positive", "positive", "positive", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "sports", "sports", "politics", "technology", "business", "business", "sports", "politics", "politics", "business", "business", "sports", "politics", "business", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true, true, true, true, true, true, true, false, true, true ], "cls_accuracy": 0.9167, "cls_mean_latency_s": 0.338, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.0, "input_tokens": 3226, "total_tokens": 0, "thinking_tokens": 5530, "cost_reported": false, "input_tokens_reported": true, "thinking_tokens_reported": true }, "model": "typellm-latest" }, "Jev": { "recorded": "2026-10-17 13:59", "cls_preds": [ "positive", "positive", "negative", "negative", "neutral", "neutral", "positive", "negative", "neutral", "neutral", "positive", "positive", "neutral", "neutral", "negative", "positive", "negative", "negative", "negative", "negative", "negative", "negative", "positive", "negative", "technology", "sports", "politics", "business", "technology", "sports", "politics", "business", "business", "sports", "politics", "technology", "business", "technology", "sports", "politics", "politics", "business", "business", "business", "politics", "technology", "sports", "business" ], "cls_correct": [ true, true, true, true, true, true, true, true, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true ], "cls_accuracy": 0.9375, "cls_mean_latency_s": 0.015, "timing": "Model download and loading excluded; first forward pass included.", "usage": { "paid_requests": 2, "cost_usd": 0.0, "input_tokens": 6094, "total_tokens": 0, "thinking_tokens": 0, "cost_reported": false, "input_tokens_reported": true, "thinking_tokens_reported": false }, "model": "jev-1.14.0" } } }