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MedScribe

Can models support doctors with their administrative work?

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Models109

Top result91.4%Claude Opus 5.5

Top-3 spread0.3 pts

Updated29 Oct 2026

Result and cost

109 of 109 results

Results

109 results

#ModelResultCostTime

01Claude Opus 5.591.4% ±1.9$1.157 min

02Claude Fable 5.191.3% ±2.0$0.9643 min

03Claude Sonnet 5.591.1% ±2.0$0.5095 min

04Claude Opus 591.0% ±1.9$0.23677 s

05Muse Spark 1.290.1% ±2.0$0.03861 s

06Claude Haiku 5.589.5% ±1.9$0.0445 min

07Grok 4.789.4% ±1.9$0.0753 min

08Muse Wonder Full89.3% ±2.0$0.1922 min

09GLM-5.3-Flash88.9% ±1.9$0.002287 s

09Muse Spark 1.188.9% ±1.9$0.03563 s

11GLM-5.388.8% ±2.0$0.0572 min

12Claude Fable 588.5% ±1.9$0.5832 min

13MiMo-V2.6-Pro88.3% ±1.9$0.00993 min

14GPT-5.188.1% ±1.9$0.09778 s

15Kimi K388.0% ±2.0$0.1138 s

16GPT-6 Astra87.9% ±1.9$0.5823 min

17Gemini 4 Argon87.4% ±2.0$0.14787 s

18MiniMax M387.3% ±2.0$0.0142 min

19Grok 4.586.9% ±1.9$0.03312 min

19GPT-5.586.9% ±1.9$0.1432 min

21Claude Opus 4.686.7% ±1.9$0.11554 s

22Grok 4.686.5% ±2.0$0.03771 s

22GPT-6.1 Sol86.5% ±1.9$0.1013 min

24Claude Opus 4.6 (Adaptive)86.1% ±1.9$0.2252 min

25Muse Spark85.9% ±1.8$0.00773 min

26Claude Opus 4.885.8% ±1.9$0.25982 s

27DeepSeek V4.1 Flash 101785.5% ±1.9$0.01554 s

28Inkling85.4% ±1.8$0.1664 min

29Claude Opus 4.5 Thinking85.3% ±1.9$0.4172 s

29MiMo-V2.6-Flash85.3% ±2.0$0.002274 s

31GPT-5.6 Sol85.2% ±2.0$0.2772 min

31Claude Haiku 4.5 Thinking85.2% ±1.9$0.04266 s

33Qwen3.8 Max84.9% ±2.0$0.094 min

34Claude Sonnet 4.584.5% ±1.9$0.05544 s

34Gemini 3.8 Flash84.5% ±1.9$0.02521 s

36GPT-5.6 Luna84.4% ±2.6$0.0232 min

36GPT-5.284.4% ±1.9$0.1152 min

38Inkling-Small84.1% ±1.9$0.0194 min

38Claude Sonnet 4.5 Thinking84.1% ±1.9$0.08268 s

40Gemini 3.7 Flash83.9% ±2.0$0.05917 s

41Qwen3.8-27B83.8% ±2.0$0.04790 s

42MiMo-V2.5-Pro83.7% ±2.1$0.0062 min

42GPT-6 Luna83.7% ±1.9$0.00963 min

42GPT-583.7% ±1.9$0.1023 min

45Hy4 preview83.6% ±2.1$0.0536 min

46GLM-5.283.5% ±2.0$0.0452 min

47Claude Opus 4.583.2% ±1.9$0.28243 s

48Gemini 2.5 Flash Thinking83.0% ±1.9$0.01523 s

48Claude Opus 4.783.0% ±2.0$0.17867 s

50GPT-5.6 Terra82.9% ±1.9$0.06336 s

50Gemini 2.5 Flash82.9% ±1.9$0.01523 s

52GPT-6 Sol82.0% ±1.9$0.08381 s

53Grok 4 Fast (Reasoning)81.6% ±2.1$0.002512 s

54Ling 3.0 Flash80.9% ±2.0$0.001412 s

55MiniMax M2.180.8% ±1.8$0.005153 s

56GPT-5 mini80.6% ±1.9$0.0335 min

57Mistral Large 480.4% ±2.0$0.0242 min

57DeepSeek V4 Flash 073180.4% ±2.0$0.01478 s

59DeepSeek V4 Pro 081380.2% ±2.0$0.0413 min

60MiniMax M2.779.9% ±1.9$0.005127 s

61Grok 4 Fast Non Reasoning79.7% ±1.9$0.00218.5 s

61Gemini 3.6 Flash79.7% ±1.9$0.07334 s

63Qwen3.7 Max79.4% ±1.9$0.0692 min

64Grok 4.1 Fast (Reasoning)78.7% ±1.9$0.002439 s

65Gemini 2.5 Flash Preview Thinking78.5% ±2.0$0.01531 s

66Grok 478.2% ±2.1$0.06474 s

67Kimi K2.678.1% ±1.8$0.0568 min

68Gemini 2.5 Flash (Preview)77.9% ±1.9$0.01423 s

69GPT-5.477.5% ±3.3$0.6395 min

69Grok 4.1 Fast Non Reasoning77.5% ±2.0$0.001820 s

71Qwen3 VL Plus77.1% ±1.9$0.0271 s

71GPT-5.4 nano77.1% ±1.9$0.001821 s

73Qwen3.6 Plus77.0% ±1.9$0.0293 min

74o376.7% ±1.9$0.0446 s

75Gemini 3.5 Flash76.6% ±1.9$0.16657 s

76Kimi K2.5 Thinking76.4% ±2.0$0.0252 min

77Gemini 3.1 Pro Preview76.1% ±1.9$0.09869 s

77Claude Sonnet 576.1% ±3.0$0.4344 min

79Gemini 2.5 Flash Lite Preview75.8% ±1.9$0.00134.5 s

80Ling 3.0 Flash Af Rc375.6% ±2.0$0.001645 s

81DeepSeek V4 Pro 042375.1% ±2.0$0.0546 min

82Grok 4.374.4% ±2.0$0.0152 min

83Claude Opus 4.1 Thinking73.9% ±2.0$0.26357 s

84Gemini 2.5 Pro73.6% ±1.9$0.04636 s

85GPT-5 nano72.9% ±1.9$0.0072 min

86Gemini 2.5 Flash-Lite72.8% ±2.0$0.00124.8 s

87Qwen3 Max72.7% ±1.9$0.0856 min

88Claude Sonnet 472.4% ±1.9$0.03926 s

89GLM-5.172.3% ±2.1$0.0242 min

90MiMo-V2.572.2% ±1.9$0.001420 s

91Gemini 3 Pro72.0% ±1.9$0.06143 s

92Claude Opus 4.171.8% ±2.0$0.18738 s

93Gemini 3.5 Flash-Lite70.9% ±2.0$0.0219 s

94Qwen3.5 Flash70.6% ±2.1$0.004480 s

95Gemini 3 Flash Preview69.9% ±1.9$0.01423 s

96Claude Sonnet 4 Thinking69.4% ±2.2$0.05340 s

97o4-mini69.1% ±2.0$0.04182 s

98GLM-4.768.6% ±2.1$0.0193 min

99Mistral Medium 3.567.7% ±2.0$0.1582 min

100Gemini 2.5 Flash Lite Preview Thinking66.9% ±1.9$0.002612 s

101Laguna M.165.9% ±2.0$0.00222 min

102Gemini 3.1 Flash Lite Preview63.9% ±1.8$0.002217 s

103Grok 4.20 (Reasoning)63.4% ±2.1$0.03119 s

104Laguna XS.261.4% ±2.3$0.001169 s

105Command A+55.7% ±3.6$0.143 min

106Mercury 2.555.1% ±2.1$0.004510.0 s

107Llama4 Maverick Instruct Basic54.2% ±1.9$0.002525 s

108Llama 4 Scout 17B 16E Instruct50.6% ±1.9$0.001711 s

109Nemotron Lightning 3p5 30B A3B4.3% ±0.5$0.00622 min