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Minimax Role-Play Bench Full 17-Model Leaderboard 1.0

84.65Overall ScoreMiniMax-M2-her
43.809254.412165.01575.6179Jan 29, 2026

Evaluation results

MethodLinks
MiniMax-M2-herMethod Variant=Full HER Pipeline2026.0184.65—80.5579.9763.9967.7889.2275.391.8891.6697.5195.9397.2497.1599.73
GPT-5.12026.0180.63—76.6272.2152.1855.181.3862.4992.6789.4797.0596.9396.4894.999.91
Claude-4.5-Opus2026.0176.62—67.2382.157.3875.3390.397897.4794.0289.997.8899.5462.2399.96
Gemini-3-Pro2026.0175.6—62.7283.8770.3574.8196.3376.794.7890.2593.0899.8598.574.0799.92
Claude-4.5-Sonnet2026.0169.35—55.7275.6652.6866.2384.3672.4793.9484.2890.2896.5597.2167.6599.71
Gemini-2.5-Pro2026.0168.23—52.3682.1166.1874.1493.0378.9592.7887.5786.0898.5397.5348.3499.92
GPT-4o-2408062026.0166.39—64.9646.2327.2515.4123.7637.8897.0176.0589.471.1896.989.5999.94
HER-RLTraining/Evaluation Protocol=Reinforcement Learning2026.0165.73—59.1357.7447.5441.0661.9957.7169.1369.0386.974.4478.4295.199.63
DeepSeek-v3.12026.0164.22—51.1166.4549.1754.9480.7356.6781.8375.3588.2195.7894.9262.3599.8
Claude-3.7-ThinkReasoning=Enabled2026.0161.25—50.6659.5337.9750.3465.1952.0776.4675.1684.1583.9883.9868.64100
GPT-OSS-120BModel Parameters=120B2026.0160.72—47.2756.6531.3229.0684.0641.1184.6669.6691.7198.1689.9179.2799.49
DeepSeek-v3.22026.0160.27—45.8166.6451.2259.5176.759.1377.1476.1282.8391.8394.245.3399.98
HER-SFTTraining/Evaluation Protocol=Supervised Fine-Tuning2026.0158.44—47.2952.7835.9532.7755.3747.5575.6469.4286.474.8277.1194.199.56
GPT-5-Mini2026.0157.63—43.3250.1115.4317.2755.5834.5394.5983.2993.7885.8293.9495.4599.92
Qwen3-32BBackbone=Qwen3-32B-base2026.0150.76—40.3832.8224.3517.6642.2933.0349.7729.7989.4893.0785.4180.3299.11
Grok-4.1-FastReasoning=None2026.0148.47—29.8747.5115.5422.1156.8628.6389.3272.5986.6498.1593.0355.8199.58
CoSER-70BModel Parameters=70B2026.0145.38—34.3230.3225.5819.4625.5641.9950.3518.9182.5872.1168.8290.2999.1