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Tau2 Leaderboard
Tau2 benchmark testing multi-turn agent capabilities in airline and retail domains.
Data from Artificial Analysis
Models
178
Best Score
98.8
Average
41.7
Std Dev
28.0
Categories
Multi-turn
SourceArtificial Analysis
Provider | Model | Input $/M | Output $/M | Tau2 | Actions |
|---|---|---|---|---|---|
$0.060 | $0.400 | 98.8 | |||
$0.800 | $2.560 | 98.2 | |||
$0.800 | $2.560 | 97.4 | |||
$0.300 | $1.400 | 95.9 | |||
$0.450 | $2.200 | 95.9 | |||
$0.090 | $0.290 | 95.0 | |||
$0.300 | $1.400 | 94.2 | |||
$0.200 | $0.500 | 93.3 | |||
$0.090 | $0.290 | 93.3 | |||
$5.000 | $25.000 | 92.1 | |||
$0.060 | $0.400 | 91.8 | |||
$0.250 | $0.400 | 90.6 | |||
$5.000 | $25.000 | 89.5 | |||
$0.207 | $0.828 | 88.6 | |||
$2.000 | $12.000 | 87.1 | |||
$1.250 | $10.000 | 86.8 | |||
$0.255 | $1.000 | 86.8 | |||
$5.000 | $25.000 | 86.3 | |||
$0.270 | $0.950 | 85.4 | |||
$1.250 | $10.000 | 84.8 | |||
$21.000 | $168.000 | 84.8 | |||
$5.000 | $25.000 | 84.8 | |||
$0.090 | $0.290 | 83.9 | |||
$1.200 | $6.000 | 83.6 | |||
$1.250 | $10.000 | 83.0 | |||
$0.450 | $2.200 | 81.3 | |||
$2.000 | $8.000 | 80.7 | |||
$0.500 | $3.000 | 80.4 | |||
$0.120 | $0.750 | 79.5 | |||
$3.000 | $15.000 | 79.5 | |||
$0.250 | $0.400 | 78.9 | |||
$3.000 | $15.000 | 78.1 | |||
$0.350 | $1.710 | 76.9 | |||
$0.200 | $1.500 | 75.7 | |||
$3.000 | $15.000 | 74.9 | |||
$1.200 | $6.000 | 74.3 | |||
$15.000 | $75.000 | 73.4 | |||
$0.400 | $2.000 | 73.4 | |||
$15.000 | $75.000 | 71.4 | |||
$3.000 | $15.000 | 70.5 | |||
$0.350 | $1.710 | 70.5 | |||
$0.250 | $2.000 | 68.4 | |||
$0.039 | $0.190 | 65.8 | |||
$0.200 | $0.500 | 65.8 | |||
$3.000 | $15.000 | 64.6 | |||
$0.200 | $0.500 | 63.7 | |||
$0.200 | $0.500 | 63.7 | |||
$0.250 | $2.000 | 62.9 | |||
$15.000 | $60.000 | 62.6 | |||
$0.300 | $2.500 | 62.0 | |||
$0.550 | $2.200 | 61.1 | |||
$0.030 | $0.140 | 60.2 | |||
$1.100 | $4.400 | 55.6 | |||
$3.000 | $15.000 | 54.7 | |||
$1.000 | $5.000 | 54.7 | |||
$1.250 | $10.000 | 54.1 | |||
$0.000 | $0.000 | 53.2 | |||
$0.400 | $1.600 | 52.9 | |||
$3.000 | $15.000 | 52.3 | |||
$3.000 | $15.000 | 50.0 | |||
$3.000 | $15.000 | 48.8 | |||
$0.200 | $0.770 | 47.1 | |||
$2.000 | $8.000 | 47.1 | |||
$0.130 | $0.850 | 46.5 | |||
$1.250 | $10.000 | 46.5 | |||
$1.750 | $14.000 | 46.5 | |||
$0.220 | $1.000 | 43.6 | |||
$0.500 | $3.000 | 43.3 | |||
$0.550 | $2.000 | 43.0 | |||
$0.050 | $0.200 | 40.9 | |||
$0.400 | $2.000 | 40.6 | |||
$2.500 | $12.500 | 38.3 | |||
$0.150 | $0.750 | 37.4 | |||
$0.210 | $0.790 | 37.1 | |||
$0.210 | $0.790 | 37.1 | |||
$2.000 | $6.000 | 36.5 | |||
$0.450 | $2.150 | 36.5 | |||
$0.050 | $0.400 | 36.5 | |||
$0.200 | $0.880 | 35.1 | |||
$0.150 | $0.750 | 34.8 | |||
$0.120 | $0.390 | 34.5 | |||
$0.060 | $0.240 | 34.5 | |||
$0.070 | $0.270 | 34.5 | |||
$0.270 | $0.410 | 33.9 | |||
$0.270 | $0.410 | 33.9 | |||
$0.071 | $0.100 | 33.3 | |||
$2.000 | $6.000 | 33.0 | |||
$1.000 | $5.000 | 32.5 | |||
$0.060 | $0.240 | 32.2 | |||
$0.300 | $2.500 | 31.6 | |||
$0.400 | $2.200 | 31.6 | |||
$0.300 | $0.900 | 31.6 | |||
$1.100 | $4.400 | 31.3 | |||
$2.000 | $6.000 | 30.7 | |||
$0.100 | $0.400 | 30.7 | |||
$0.300 | $0.900 | 30.7 | |||
$0.100 | $0.400 | 30.4 | |||
$0.080 | $0.240 | 29.8 | |||
$0.100 | $0.400 | 29.5 | |||
$0.060 | $0.180 | 29.5 | |||
$0.080 | $0.500 | 29.2 | |||
$0.104 | $0.416 | 29.2 | |||
$2.500 | $10.000 | 28.9 | |||
$1.100 | $4.400 | 28.7 | |||
$0.100 | $0.300 | 28.4 | |||
$0.100 | $0.400 | 28.1 | |||
$0.050 | $0.400 | 27.8 | |||
$0.455 | $1.820 | 27.2 | |||
$0.200 | $0.200 | 27.2 | |||
$0.100 | $0.320 | 26.6 | |||
$1.000 | $3.000 | 26.6 | |||
$0.200 | $1.100 | 26.6 | |||
$0.150 | $0.150 | 26.6 | |||
$0.080 | $0.280 | 26.0 | |||
$0.050 | $0.200 | 25.4 | |||
$2.500 | $10.000 | 25.1 | |||
$0.350 | $0.560 | 25.1 | |||
$0.100 | $0.400 | 25.1 | |||
$0.050 | $0.400 | 24.9 | |||
$0.400 | $2.000 | 24.9 | |||
$0.800 | $4.000 | 24.6 | |||
$0.400 | $2.000 | 24.3 | |||
$0.455 | $1.820 | 24.0 | |||
$0.040 | $0.160 | 23.4 | |||
$1.200 | $1.200 | 23.1 | |||
$0.200 | $0.770 | 22.8 | |||
$0.600 | $1.800 | 22.5 | |||
$0.130 | $0.400 | 22.5 | |||
$0.080 | $0.280 | 22.2 | |||
$1.000 | $3.000 | 22.2 | |||
$0.700 | $0.800 | 21.9 | |||
$0.040 | $0.160 | 21.9 | |||
$0.130 | $0.400 | 21.6 | |||
$0.090 | $1.100 | 21.6 | |||
$0.200 | $0.600 | 21.3 | |||
$0.200 | $0.600 | 21.3 | |||
$0.250 | $1.250 | 21.1 | |||
$0.051 | $0.340 | 21.1 | |||
$0.400 | $2.000 | 19.9 | |||
$0.050 | $0.080 | 19.6 | |||
$0.600 | $1.800 | 19.6 | |||
$0.200 | $0.600 | 19.3 | |||
$4.000 | $4.000 | 19.0 | |||
$0.100 | $0.400 | 19.0 | |||
$0.130 | $0.520 | 19.0 | |||
$0.100 | $0.400 | 18.4 | |||
$0.150 | $0.600 | 17.8 | |||
$0.060 | $0.240 | 17.5 | |||
$0.100 | $0.400 | 17.3 | |||
$0.020 | $0.050 | 16.4 | |||
$0.080 | $0.300 | 15.5 | |||
$0.400 | $0.400 | 15.2 | |||
$2.500 | $10.000 | 15.2 | |||
$0.300 | $2.500 | 14.9 | |||
$0.049 | $0.049 | 14.6 | |||
$0.800 | $3.200 | 14.0 | |||
$0.035 | $0.140 | 14.0 | |||
$2.000 | $8.000 | 13.5 | |||
$0.100 | $0.200 | 12.6 | |||
$0.700 | $2.500 | 11.4 | |||
$0.040 | $0.130 | 10.8 | |||
$0.040 | $0.150 | 10.5 | |||
$0.010 | $0.020 | 10.5 | |||
$0.090 | $0.300 | 10.2 | |||
$0.040 | $0.080 | 5.0 | |||
$0.020 | $0.040 | 5.0 | |||
$0.510 | $0.740 | - | |||
$0.030 | $0.040 | - | |||
$0.200 | $0.200 | - | |||
$0.027 | $0.200 | - | |||
$0.060 | $0.140 | - | |||
$0.050 | $0.200 | - | |||
$0.280 | $1.100 | - | |||
$0.120 | $0.200 | - | |||
$0.150 | $0.500 | - | |||
$0.400 | $1.200 | - | |||
$0.150 | $0.500 | - | |||
$0.200 | $0.200 | - |
Pricing from OpenRouter. Benchmarks from Artificial Analysis.
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About Tau2
Tau2 benchmark testing multi-turn agent capabilities in airline and retail domains.
This leaderboard shows all models with Tau2 benchmark scores, ranked from highest to lowest. Pricing data is included to help you compare performance against cost.
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