MMLU-Pro Leaderboard
Massive Multitask Language Understanding benchmark testing knowledge across 57 diverse subjects including STEM, humanities, social sciences, and professional domains.
Data from Artificial Analysis
As of May 19, 2026, the top-scoring model on MMLU-Pro is Gemini 3 Pro Preview at 89.8%, followed by Gemini 3 Pro Preview at 89.5% and Claude Opus 4.5 at 89.5%. 218 models have been evaluated on this benchmark.
Last updated: May 19, 2026
Models
218
Best Score
89.8
Average
74.9
Std Dev
11.5
Categories
General Knowledge
SourceArtificial Analysis
Provider | Model | Input $/M | Output $/M | MMLU-Pro | Actions |
|---|---|---|---|---|---|
$2.000 | $12.000 | 89.8 | |||
$2.000 | $12.000 | 89.5 | |||
$5.000 | $25.000 | 89.5 | |||
$0.500 | $3.000 | 89.0 | |||
$5.000 | $25.000 | 88.9 | |||
$0.500 | $3.000 | 88.2 | |||
$15.000 | $75.000 | 88.0 | |||
$3.000 | $15.000 | 87.5 | |||
$0.290 | $0.950 | 87.5 | |||
$10.500 | $84.000 | 87.4 | |||
$15.000 | $75.000 | 87.3 | |||
$1.250 | $10.000 | 87.1 | |||
$0.625 | $5.000 | 87.0 | |||
$1.250 | $10.000 | 86.7 | |||
$3.000 | $15.000 | 86.6 | |||
$1.250 | $10.000 | 86.5 | |||
$0.287 | $0.431 | 86.3 | |||
$1.000 | $10.000 | 86.2 | |||
$0.252 | $0.378 | 86.2 | |||
$15.000 | $75.000 | 86.0 | |||
$1.250 | $10.000 | 86.0 | |||
$3.000 | $15.000 | 86.0 | |||
$1.250 | $10.000 | 86.0 | |||
$0.875 | $7.000 | 85.9 | |||
$1.250 | $10.000 | 85.8 | |||
$0.400 | $1.750 | 85.6 | |||
$0.200 | $0.500 | 85.4 | |||
$2.000 | $8.000 | 85.3 | |||
$0.210 | $0.790 | 85.1 | |||
$0.270 | $0.950 | 85.1 | |||
$0.200 | $0.500 | 85.0 | |||
$0.270 | $0.410 | 85.0 | |||
$0.500 | $2.150 | 84.9 | |||
$0.900 | $0.900 | 84.9 | |||
$0.550 | $2.200 | 84.8 | |||
$0.550 | $2.000 | 84.4 | |||
$0.149 | $0.900 | 84.3 | |||
$0.100 | $0.300 | 84.3 | |||
$3.000 | $15.000 | 84.2 | |||
$15.000 | $60.000 | 84.1 | |||
$0.780 | $3.900 | 84.1 | |||
$0.780 | $3.900 | 83.8 | |||
$3.000 | $15.000 | 83.7 | |||
$1.250 | $10.000 | 83.7 | |||
$3.000 | $15.000 | 83.7 | |||
$0.250 | $2.000 | 83.7 | |||
$0.252 | $0.378 | 83.7 | |||
$0.270 | $0.950 | 83.6 | |||
$0.260 | $0.900 | 83.6 | |||
$0.270 | $0.410 | 83.6 | |||
$0.600 | $2.200 | 83.5 | |||
$0.210 | $0.790 | 83.3 | |||
$1.100 | $4.400 | 83.2 | |||
$0.300 | $2.500 | 83.2 | |||
$1.000 | $3.000 | 82.9 | |||
$0.390 | $1.740 | 82.9 | |||
$0.455 | $0.900 | 82.8 | |||
$0.250 | $0.500 | 82.8 | |||
$0.071 | $0.100 | 82.8 | |||
$0.250 | $2.000 | 82.8 | |||
$0.780 | $3.900 | 82.4 | |||
$0.550 | $2.200 | 82.4 | |||
$0.098 | $0.300 | 82.4 | |||
$0.780 | $3.900 | 82.4 | |||
$0.200 | $0.880 | 82.3 | |||
$0.200 | $1.100 | 82.2 | |||
$1.250 | $10.000 | 82.0 | |||
$0.255 | $1.000 | 82.0 | |||
$0.250 | $2.000 | 82.0 | |||
$0.200 | $0.770 | 81.9 | |||
$0.400 | $2.000 | 81.9 | |||
$0.090 | $0.780 | 81.9 | |||
$0.104 | $0.416 | 81.8 | |||
$0.400 | $2.200 | 81.6 | |||
$0.130 | $0.850 | 81.5 | |||
$0.100 | $0.400 | 81.4 | |||
$0.875 | $7.000 | 81.4 | |||
$0.207 | $0.828 | 81.3 | |||
$0.130 | $0.400 | 81.1 | |||
$0.150 | $0.600 | 80.9 | |||
$0.300 | $2.500 | 80.9 | |||
$0.400 | $2.200 | 80.8 | |||
$0.039 | $0.180 | 80.8 | |||
$0.100 | $0.400 | 80.8 | |||
$0.130 | $0.900 | 80.7 | |||
$2.000 | $8.000 | 80.6 | |||
$1.250 | $10.000 | 80.6 | |||
$0.080 | $0.300 | 80.5 | |||
$3.000 | $15.000 | 80.3 | |||
$1.100 | $4.400 | 80.2 | |||
$0.625 | $5.000 | 80.1 | |||
$0.300 | $2.500 | 80.0 | |||
$1.000 | $5.000 | 80.0 | |||
$3.000 | $15.000 | 79.9 | |||
$0.300 | $0.900 | 79.9 | |||
$0.080 | $0.280 | 79.8 | |||
$0.100 | $0.400 | 79.6 | |||
$0.700 | $0.800 | 79.5 | |||
$0.050 | $0.200 | 79.4 | |||
$0.400 | $1.750 | 79.4 | |||
$0.200 | $1.500 | 79.3 | |||
$1.100 | $4.400 | 79.1 | |||
$0.104 | $0.416 | 79.1 | |||
$0.220 | $0.900 | 78.8 | |||
$0.600 | $1.800 | 78.8 | |||
$0.100 | $0.400 | 78.5 | |||
$0.390 | $1.740 | 78.4 | |||
$0.300 | $2.500 | 78.3 | |||
$0.200 | $0.800 | 78.1 | |||
$0.050 | $0.400 | 78.0 | |||
$0.100 | $0.400 | 77.9 | |||
$0.080 | $0.280 | 77.7 | |||
$0.090 | $0.300 | 77.7 | |||
$0.280 | $0.900 | 77.6 | |||
$0.039 | $0.180 | 77.5 | |||
$0.060 | $0.200 | 77.4 | |||
$3.000 | $15.000 | 77.2 | |||
$0.050 | $0.400 | 77.2 | |||
$0.900 | $0.900 | 76.4 | |||
$0.130 | $0.520 | 76.4 | |||
$0.150 | $0.500 | 76.3 | |||
$1.040 | $4.160 | 76.2 | |||
$0.455 | $0.900 | 76.2 | |||
$0.400 | $0.900 | 76.2 | |||
$0.400 | $2.000 | 76.0 | |||
$1.000 | $5.000 | 76.0 | |||
$0.100 | $0.400 | 75.9 | |||
$0.200 | $0.200 | 75.9 | |||
$0.150 | $0.500 | 75.9 | |||
$3.000 | $15.000 | 75.5 | |||
$0.200 | $0.770 | 75.2 | |||
$0.080 | $0.300 | 75.2 | |||
$0.300 | $0.900 | 75.2 | |||
$0.600 | $1.800 | 75.1 | |||
$0.117 | $1.365 | 74.9 | |||
$0.030 | $0.140 | 74.8 | |||
$0.100 | $0.300 | 74.4 | |||
$0.100 | $0.300 | 74.4 | |||
$0.050 | $0.200 | 74.3 | |||
$0.200 | $0.200 | 74.3 | |||
$0.200 | $0.500 | 74.3 | |||
$0.300 | $2.500 | 74.3 | |||
$0.040 | $0.160 | 74.2 | |||
$0.290 | $0.290 | 73.9 | |||
$0.040 | $0.160 | 73.9 | |||
$2.500 | $12.500 | 73.3 | |||
$0.900 | $0.900 | 73.2 | |||
$0.200 | $0.500 | 73.0 | |||
$1.000 | $3.000 | 72.9 | |||
$0.080 | $0.280 | 72.7 | |||
$0.075 | $0.300 | 72.4 | |||
$0.100 | $0.400 | 72.4 | |||
$0.360 | $0.400 | 72.0 | |||
$0.030 | $0.140 | 71.8 | |||
$0.065 | $0.140 | 71.4 | |||
$0.100 | $0.320 | 71.3 | |||
$2.500 | $10.000 | 71.2 | |||
$0.080 | $0.280 | 71.0 | |||
$0.400 | $2.000 | 70.8 | |||
$0.070 | $0.270 | 70.6 | |||
$2.000 | $6.000 | 70.1 | |||
$0.100 | $0.400 | 69.8 | |||
$2.000 | $6.000 | 69.7 | |||
$0.900 | $0.900 | 69.7 | |||
$0.200 | $0.200 | 69.6 | |||
$5.000 | $15.000 | 69.4 | |||
$0.200 | $0.200 | 69.3 | |||
$0.100 | $0.400 | 69.2 | |||
$0.800 | $3.200 | 69.1 | |||
$0.900 | $0.900 | 69.0 | |||
$1.000 | $1.000 | 68.9 | |||
$0.080 | $0.200 | 68.6 | |||
$2.000 | $6.000 | 68.3 | |||
$0.400 | $2.000 | 68.3 | |||
$0.075 | $0.200 | 68.1 | |||
$0.340 | $0.390 | 67.6 | |||
$0.060 | $0.200 | 67.5 | |||
$0.200 | $0.200 | 67.2 | |||
$0.080 | $0.160 | 66.9 | |||
$0.130 | $0.400 | 66.4 | |||
$0.100 | $0.300 | 65.9 | |||
$0.050 | $0.200 | 65.7 | |||
$0.120 | $0.200 | 65.5 | |||
$0.050 | $0.080 | 65.2 | |||
$0.200 | $0.200 | 64.9 | |||
$0.150 | $0.600 | 64.8 | |||
$0.900 | $0.900 | 64.8 | |||
$0.050 | $0.200 | 64.3 | |||
$0.150 | $0.150 | 64.2 | |||
$0.660 | $0.800 | 63.5 | |||
$0.800 | $4.000 | 63.4 | |||
$0.033 | $0.130 | 63.3 | |||
$0.070 | $0.280 | 62.2 | |||
$0.200 | $0.600 | 61.1 | |||
$0.040 | $0.130 | 59.5 | |||
$0.060 | $0.240 | 59.0 | |||
$0.200 | $0.200 | 58.6 | |||
$0.050 | $0.200 | 57.9 | |||
$2.000 | $8.000 | 57.7 | |||
$0.510 | $0.740 | 57.4 | |||
$0.300 | $0.300 | 57.1 | |||
$0.050 | $0.400 | 55.6 | |||
$1.200 | $1.200 | 53.7 | |||
$0.035 | $0.140 | 53.1 | |||
$0.100 | $0.200 | 52.2 | |||
$0.500 | $1.500 | 51.5 | |||
$0.050 | $0.200 | 51.1 | |||
$0.010 | $0.020 | 50.5 | |||
$0.060 | $0.120 | 48.8 | |||
$0.020 | $0.050 | 47.6 | |||
$0.200 | $0.200 | 47.3 | |||
$0.060 | $0.060 | 46.4 | |||
$0.500 | $1.000 | 46.2 | |||
$0.040 | $0.080 | 41.7 | |||
$0.040 | $0.040 | 40.5 | |||
$0.140 | $0.420 | 38.7 | |||
$0.030 | $0.050 | 34.7 | |||
$0.020 | $0.020 | 20.0 |
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About MMLU-Pro
Massive Multitask Language Understanding benchmark testing knowledge across 57 diverse subjects including STEM, humanities, social sciences, and professional domains.
This leaderboard shows all models with MMLU-Pro benchmark scores, ranked from highest to lowest. Pricing data is included to help you compare performance against cost.
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