slug,model,quant,file_bytes,task,metric,score,correct,total,capped_count,capped_rate,capped_correct,finished,finished_correct,parse_failures,exact_vetoes,tokens_per_correct,completion_tokens_median,math500_score,math500_budget,math500_capped_rate,regime,bench
gemma-4-31b-q4-0-it,Gemma 4 31B-it,QAT Q4_0,17650999456,aime_2026,acc,83.33,25,30,0,0.0,0,30,25,0,0,10764.5,8259.5,94.0,16k,0.022,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
gemma-4-31b-q4-0-it,Gemma 4 31B-it,QAT Q4_0,17650999456,hmmt_feb_2026,acc,78.79,26,33,0,0.0,0,33,26,0,0,12889.8,8963,94.0,16k,0.022,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-8-27b-ud-iq3-xxs,Qwen3.8-27B,UD-IQ3_XXS,11913559104,aime_2026,acc,86.67,26,30,6,0.2,2,24,24,4,0,18406.8,13315.0,94.6,16k,0.012,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-8-27b-ud-iq3-xxs,Qwen3.8-27B,UD-IQ3_XXS,11913559104,hmmt_feb_2026,acc,66.67,22,33,12,0.3636,2,21,20,9,0,29660.1,21544,94.6,16k,0.012,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-8-27b-q6-k,Qwen3.8-27B,Q6_K,22884408288,aime_2026,acc,83.33,25,30,7,0.2333,2,23,23,4,0,19931.9,13202.0,95.2,16k,0.016,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-8-27b-q6-k,Qwen3.8-27B,Q6_K,22884408288,hmmt_feb_2026,acc,66.67,22,33,12,0.3636,3,21,19,7,0,32389.4,25764,95.2,16k,0.016,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
ornith-1-5-35b-q4-k-m,Ornith 1.5 35B-A3B,Q4_K_M,21713462848,aime_2026,acc,76.67,23,30,6,0.2,0,24,23,6,0,21578.9,15173.0,88.2,16k,0.022,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
ornith-1-5-35b-q4-k-m,Ornith 1.5 35B-A3B,Q4_K_M,21713462848,hmmt_feb_2026,acc,60.61,20,33,13,0.3939,1,20,19,12,0,33084.7,20757,88.2,16k,0.022,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-6-27b-q6-k,Qwen3.6-27B,Q6_K,22884406400,aime_2026,acc,73.33,22,30,8,0.2667,0,22,22,8,0,35398.7,24874.0,92.0,32k,0.078,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-6-27b-q6-k,Qwen3.6-27B,Q6_K,22884406400,hmmt_feb_2026,acc,45.45,15,33,18,0.5455,0,15,15,18,0,61347.3,32768,92.0,32k,0.078,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-6-35b-a3b-ud-q5-k-m,Qwen3.6-35B-A3B,UD-Q5_K_M,26456194016,aime_2026,acc,66.67,20,30,10,0.3333,0,20,20,10,0,40983.2,29616.5,91.2,32k,0.12,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwen3-6-35b-a3b-ud-q5-k-m,Qwen3.6-35B-A3B,UD-Q5_K_M,26456194016,hmmt_feb_2026,acc,45.45,15,33,17,0.5152,0,16,15,17,0,62544.3,32768,91.2,32k,0.12,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
nvidia-nemotron-3-5-lightning-30b-a3b-q4-k-m,Nemotron 3.5 Lightning 30B-A3B,Q4_K_M,24515129280,aime_2026,acc,63.33,19,30,11,0.3667,0,19,19,10,0,32265.2,23122.5,90.2,16k,0.062,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
nvidia-nemotron-3-5-lightning-30b-a3b-q4-k-m,Nemotron 3.5 Lightning 30B-A3B,Q4_K_M,24515129280,hmmt_feb_2026,acc,45.45,15,33,17,0.5152,0,16,15,16,0,49076.5,32768,90.2,16k,0.062,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
ornith-9b,Ornith 1.5 9B,Q6_K,7359259392,aime_2026,acc,60.0,18,30,14,0.4667,2,16,16,12,0,35011.7,27908.0,84.6,16k,0.058,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
ornith-9b,Ornith 1.5 9B,Q6_K,7359259392,hmmt_feb_2026,acc,33.33,11,33,22,0.6667,1,11,10,21,0,77070.0,32768,84.6,16k,0.058,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwable-27b-q4-k-m,Qwable-27B,Q4_K_M,16547398976,aime_2026,acc,53.33,16,30,14,0.4667,0,16,16,14,0,53676.8,31468.0,90.0,32k,0.102,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"
qwable-27b-q4-k-m,Qwable-27B,Q4_K_M,16547398976,hmmt_feb_2026,acc,39.39,13,33,20,0.6061,0,13,13,20,0,72205.2,32768,90.0,32k,0.102,"think-on, max_tokens 32768, ctx 40960, zero-shot, greedy","matharena-contest-32k (this year's contests vs MATH-500, separate pass)"