Vals AI

MortgageTax

Evaluating reading and understanding tax certificates as images

Not in index
Finance
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Models97

Top result72.1%Claude Opus 5

Top-3 spread1.8 pts

Updated1 Sep 2026

Result and cost

96 of 97 results

Results

97 results

#ModelResultCostTime

01Claude Opus 572.1% ±0.9$0.0748.0 s

02Claude Fable 5.170.8% ±0.9$0.17215 s

03Claude Opus 4.770.3% ±0.9$0.08416 s

04Claude Sonnet 570.0% ±0.9$0.0829 s

05Claude Opus 4.869.9% ±0.9$0.10621 s

06Gemini 3.1 Pro Preview69.4% ±0.9$0.02424 s

07Gemini 3 Pro69.1% ±0.9$0.04126 s

08Claude Fable 568.9% ±0.9$0.17516 s

08Gemini 2.5 Pro68.9% ±0.9$0.004824 s

10GPT-5.568.8% ±0.9$0.07128 s

11Gemini 3 Flash Preview68.7% ±0.9$0.007513 s

11Gemini 3.5 Flash-Lite68.7% ±0.9$0.00434.9 s

11Claude Opus 4.568.7% ±0.9$0.09211 s

11Claude 3.7 Sonnet68.7% ±1.8$0.0165.7 s

15Claude Opus 4.6 (Adaptive)68.5% ±0.9$0.06127 s

16MiniMax M368.4% ±0.9$0.008327 s

17GPT-5.468.3% ±0.9$0.10345 s

17Qwen3.6-27B68.3% ±0.9$0.01742 s

19Gemini 3.5 Flash68.1% ±0.9$0.01811 s

20Gemini 3.1 Flash Lite Preview68.0% ±0.9$0.00285.4 s

20Qwen3.6 Plus68.0% ±0.9$0.01378 s

22Claude Sonnet 4.667.7% ±0.9$0.04530 s

22Claude Opus 4.5 Thinking67.7% ±0.9$0.17828 s

24Gemini 3.6 Flash67.6% ±0.9$0.029.2 s

25Qwen3.5 Flash67.4% ±0.9$0.002237 s

26GPT-5.6 Terra67.3% ±0.9$0.0236.3 s

26GPT-5.6 Luna67.3% ±0.9$0.004823 s

26GPT-5.6 Sol67.3% ±0.9$0.07113 s

29Gemini 2.5 Pro Exp 03.2567.2% ±0.9$0.00368.9 s

30GPT-5.267.1% ±0.9$0.0571 s

31GPT-5 mini66.9% ±0.9$0.004425 s

31Claude 3.7 Sonnet Thinking66.9% ±1.8$0.02414 s

33Gemini 3.7 Flash66.7% ±0.9$0.0114.1 s

34Kimi K2.5 Thinking66.5% ±0.9$0.01580 s

35Kimi K366.3% ±0.9$0.03979 s

36Qwen3.7 Plus66.2% ±0.9$0.007661 s

37Muse Spark 1.166.1% ±0.9$0.02225 s

38GPT-4.165.9% ±0.9$0.00625.0 s

39Kimi K2.665.8% ±0.9$0.0292 min

40o365.7% ±0.9$0.0121 s

41GPT-4.1 mini65.5% ±0.9$0.00284.6 s

41GPT-565.5% ±0.9$0.02963 s

43Muse Spark 1.265.4% ±0.9$0.02645 s

44Gemini 3.8 Flash65.3% ±0.9$0.04715 s

45Qwen3.8-27B64.9% ±0.9$0.01280 s

46o4-mini64.8% ±0.9$0.01213 s

47Grok 4.664.2% ±1.0$0.0148.5 s

48Claude 3.5 Sonnet64.1% ±1.8$0.0154.2 s

49Qwen3.8 Max64.0% ±0.9$0.02747 s

49Inkling64.0% ±0.9$0.05669 s

49Claude Sonnet 4.5 Thinking64.0% ±1.0$0.05248 s

52GPT-5.4 mini63.5% ±0.9$0.0452 min

53Gemini 2.5 Flash (Preview)62.6% ±1.0$0.00127.3 s

54Claude Sonnet 462.5% ±1.0$0.0168.4 s

55Inkling-Small62.3% ±1.0$0.0122 min

56Claude Haiku 4.5 Thinking62.2% ±1.0$0.02130 s

57Magistral Small62.1% ±1.0$0.004511 s

58Gemini 2.5 Flash Preview Thinking61.9% ±1.0$0.001218 s

59Grok 4.561.8% ±1.0$0.0152 min

60GPT-5.161.4% ±0.9$0.02646 s

60Gemma 4 31B61.4% ±1.0$042 s

62Mistral Small 3.161.2% ±1.0$0.000498.3 s

63Claude Opus 4.161.1% ±1.0$0.08810 s

64Qwen3.5 Plus Thinking60.8% ±1.0$0.01162 s

65Gemini 2.0 Flash Exp60.4% ±1.9$0.000132.8 s

66Gemini 2.0 Flash 00159.7% ±1.9$0.000273.8 s

67MiMo-V2.559.3% ±1.0$0.001533 s

68GPT-5.4 nano59.1% ±1.0$0.002615 s

69Claude Opus 458.6% ±1.0$0.08814 s

70Llama4 Maverick Instruct Basic58.5% ±1.0$0.000752.7 s

71Gemini 2.5 Flash Preview 04.1758.4% ±1.0$0.0023.6 s

72Llama 4 Scout 17B 16E Instruct57.8% ±1.0$0.000572.4 s

73Gemini 2.5 Flash Lite Preview Thinking57.6% ±1.0$0.0002928 s

74Gemini 2.5 Flash Preview 04.17 Thinking57.5% ±1.0$0.00418.4 s

75GPT-4o57.4% ±1.9$0.00716.0 s

76Gemini 1.5 Pro 00256.8% ±1.9$0.0024.2 s

77Claude Opus 4.1 Thinking56.1% ±1.0$0.13624 s

78Gemini 2.5 Flash Lite Preview55.8% ±1.0$0.000488.0 s

79GPT-4o mini54.5% ±1.9$0.000826.1 s

80GPT-5 nano53.6% ±1.0$0.002333 s

81GPT-4.1 nano52.8% ±1.0$0.0013.9 s

82Mistral Large 352.1% ±1.0$0.00329.3 s

83Magistral Medium51.9% ±1.0$0.0226 s

84Claude Sonnet 4 Thinking49.9% ±1.0$0.05246 s

85Grok 4.348.3% ±1.0$0.0127 min

86Grok 4.20 (Reasoning)45.4% ±1.0$0.02411 s

87Grok 444.5% ±1.0$0.08665 s

88Gemini 1.5 Flash 00242.8% ±1.8$0.000122.1 s

89Grok 4.1 Fast (Reasoning)42.6% ±1.0$0.002447 s

90Grok 4 Fast (Reasoning)42.1% ±0.9$0.004614 s

91Llama 3.2 90B Vision Instruct Turbo38.8% ±1.9$0.000585.1 s

92Mistral Medium36.4% ±0.8$0.00277.1 s

93Grok 4.1 Fast Non Reasoning34.3% ±0.9$0.0018.9 s

94Mistral Medium 3.528.9% ±0.8$0.02468 s

95Grok 4 Fast Non Reasoning25.3% ±0.9$0.00354.5 s

96Llama 3.2 11B Vision Instruct Turbo23.3% ±1.6$0.0000922.5 s

97Grok 2 Vision3.5% ±0.7$0.00380.0 s