Model,Obs,N,Win Rate Mean,Win Rate Std,Mean IG/Turn Mean,Mean IG/Turn Std,Mean IG Mean,Mean IG Std,Mean Turns Mean,Mean Turns Std,Avg Q/Turn Mean,Avg Q/Turn Std Qwen3-0.6B,FO,2,0.9967,0.0047,3.8158,0.1007,7.3083,0.0192,4.49,0.32,3.3799,1.7315 Qwen3-30B-A3B-Instruct-2507,FO,3,0.9993,0.0013,0.8033,0.0463,7.3151,0.0117,10.02,0.8,1.3708,0.696 Qwen3-30B-A3B-Instruct-2507,PO,3,0.5393,0.2676,0.394,0.1022,6.7573,0.4777,22.09,4.59,1.4291,0.6576 Qwen3-30B-A3B-Thinking-2507,FO,3,0.9937,0.0109,0.8732,0.0232,7.2872,0.0454,9.01,0.83,6.4232,1.674 Qwen3-30B-A3B-Thinking-2507,PO,3,0.6277,0.3268,0.4605,0.1438,7.0554,0.2516,20.15,5.88,, Qwen3-4B-Instruct-2507,FO,1,0.7692,0.0,0.622,0.0,5.9737,0.0,16.55,0.0,, Qwen3-4B-Thinking-2507,FO,3,0.9875,0.0217,0.8184,0.1038,7.2574,0.0964,10.13,1.63,7.6655,1.4064 Qwen3-4B-Thinking-2507,PO,2,0.7512,0.2104,0.5037,0.0866,7.2098,0.1368,18.25,4.26,, Qwen3-8B,FO,2,0.9979,0.003,0.7859,0.0018,7.3199,0.0029,10.79,0.04,6.9882,1.1487 Qwen3-8B,PO,1,0.2313,0.0,0.2888,0.0,7.1552,0.0,27.17,0.0,7.0228,1.4969