报告日期,模型,原始分数,原始中位,极限分数,中位分数,中位差距,价格(元/百万),平均Token,成本,平均耗时/s,发布时间,备注 2025-07,Gemini 2.5 Pro,128.174,123.59,64.09,61.80,3.58%,73,7277,¥10.09,79,25-05-06, 2025-07,OpenAI o4 mini(high),119.586,106.80,59.79,53.40,10.69%,32,8759,¥5.33,85,25-04-16, 2025-07,Doubao-Seed-1.6-thinking-0715,110.778,101.75,55.39,50.87,8.15%,8,6104,¥0.93,118,25-07-14, 2025-07,Step-R1-V-Mini 0606,95.544,79.27,47.77,39.64,17.03%,8,4224,¥0.64,53,25-06-06,注释1 2025-07,Claude Sonnet 4(Think),95.135,77.66,47.57,38.83,18.37%,108,2895,¥5.94,42,25-05-23, 2025-07,Claude Sonnet 4,91.055,82.42,45.53,41.21,9.48%,108,931,¥1.91,17,25-05-23, 2025-07,hunyuan-t1-vision 0619,85.359,75.097,42.68,37.55,12.02%,9,6009,¥1.03,115,25-06-19, 2025-07,SenseNova-V6-Reasoner,81.41,74.75,40.71,37.38,8.18%,16,2316,¥0.70,90,25-04-10, 2025-07,Doubao-Seed-1.6,78.605,70.63,39.30,35.32,10.15%,8,1006,¥0.15,23,25-06-11, 2025-07,GLM-4.1V-Flash,77.581,67.748,38.79,33.87,12.67%,-,2484,-,22,25-07-02, 2025-07,hunyuan-turbos-vision 0619,76.099,69.074,38.05,34.54,9.23%,9,1188,¥0.20,31,25-06-19, 2025-07,SenseNova-V6-Pro,68.823,53.36,34.41,26.68,22.47%,9,689,¥0.12,18,25-04-10, 2025-07,文心一言4.5 Turbo VL,66.895,65.47,33.45,32.73,2.14%,9,592,¥0.10,17,25-04-24, 2025-07,Qwen-qvq-max,62.574,56.867,31.29,28.43,9.12%,32,4874,¥2.96,314,25-03-25, 2025-07,Qwen-vl-max-2025-04-02,55.025,49.191,27.51,24.60,10.60%,9,967,¥0.17,23,25-04-02, 2025-07,MiniMax-Text-01,50.338,46.77,25.17,23.38,7.10%,8,587,¥0.09,24,25-01-13,