model,effort,n_observed,n_failed,n_correct,accuracy,ci95_low,ci95_high,accuracy_base34,n_xhard_correct,acc_easy,acc_medium,acc_hard,acc_xhard,h04_correct,h04_observed,n_unparsed,strict_format_rate,mean_reasoning_tokens,median_reasoning_tokens,mean_reasoning_tokens_excl_h04,median_reasoning_tokens_excl_h04,mean_total_s,median_total_s,mean_total_s_excl_h04,median_total_s_excl_h04 gpt-6.1-sol,medium,88,0,86,0.9773,0.921,0.994,0.9706,20,1.0,1.0,0.929,1.0,0,2,0,1.0,591,99.5,179,91.0,25.4,10.1,12.2,9.8 gpt-6.1-sol,high,88,0,88,1.0,0.958,1,1.0,20,1.0,1.0,1.0,1.0,2,2,0,1.0,609,130.0,263,119.0,26.0,11.0,15.0,10.5 gpt-6-sol,medium,88,0,85,0.9659,0.905,0.988,0.9706,19,1.0,1.0,0.929,0.95,0,2,2,0.9773,316,147.5,286,139.5,11.4,7.9,10.5,7.8 gpt-6-sol,high,88,0,86,0.9773,0.921,0.994,0.9706,20,1.0,1.0,0.929,1.0,0,2,2,0.9773,427,184.0,392,180.5,13.8,8.1,12.8,8.0 gpt-6-astra,medium,88,0,87,0.9886,0.938,0.998,0.9853,20,1.0,1.0,0.964,1.0,1,2,0,1.0,484,81.0,149,81.0,20.7,8.8,10.6,8.5 gpt-6-astra,high,88,0,86,0.9773,0.921,0.994,0.9706,20,1.0,1.0,0.929,1.0,0,2,0,1.0,464,99.5,192,99.0,19.8,9.6,11.6,9.3 gpt-6-luna,medium,88,0,72,0.8182,0.725,0.885,0.8971,11,1.0,1.0,0.75,0.55,0,2,0,1.0,363,190.0,348,174.5,13.9,9.1,13.8,8.8 gpt-6-luna,high,88,0,76,0.8636,0.777,0.92,0.9265,13,1.0,0.95,0.857,0.65,0,2,0,1.0,561,251.0,513,241.5,18.0,9.0,16.9,8.6 gpt-5.6-sol,medium,88,0,84,0.9545,0.889,0.982,0.9706,18,1.0,1.0,0.929,0.9,0,2,0,1.0,550,192.5,373,175.0,14.1,7.7,10.9,7.5 gpt-5.6-sol,high,87,1,86,0.9885,0.938,0.998,0.9851,20,1.0,1.0,0.963,1.0,0,1,0,1.0,610,174,473,173.5,16.2,8.1,13.0,8.0