The typical standard errors between pairs of models on this dataset as a function of the absolute accuracy.
| model | pass1 | win_rate | count | SE(A) | SE_x(A) | SE_pred(A) |
|---|---|---|---|---|---|---|
| google_gemma_3_27b_it | 40.1 | 38.5 | 12 | 3.7 | 3.2 | 1.8 |
| google_gemma_2_27b_it | 20.1 | 19 | 10 | 3 | 1.8 | 2.4 |
| llama-3.1-8B-instruct | 18.3 | 17 | 15 | 2.9 | 2.7 | 0.91 |
| google_gemma_3_4b_it | 17.5 | 16.4 | 13 | 2.8 | 2.5 | 1.3 |
| google_gemma_2_9b_it | 16.8 | 15.7 | 11 | 2.8 | 2 | 2 |
| llama-3.2-3B-instruct | 9.74 | 8.93 | 17 | 2.2 | 2.1 | 0.64 |
| google_gemma_3_12b_it | 6.97 | 6.56 | 11 | 1.9 | 1.5 | 1.2 |
| google_codegemma_1.1_7b_it | 6.28 | 5.76 | 13 | 1.8 | 1.2 | 1.4 |
| llama-3.2-1B-instruct | 4.03 | 3.64 | 12 | 1.5 | 1.4 | 0.46 |
| google_gemma_7b_it | 2.5 | 2.24 | 12 | 1.2 | 0.87 | 0.77 |
| mistralai_mixtral_8x22b_instruct_v0.1 | 0.859 | 0.795 | 11 | 0.69 | 0.084 | 0.68 |
| google_gemma_3_1b_it | 0.694 | 0.629 | 12 | 0.62 | 0.25 | 0.57 |
| google_gemma_2b_it | 0.641 | 0.565 | 13 | 0.59 | 0.24 | 0.54 |
| mistralai_mathstral_7b_v0.1 | 0.0505 | 0.0479 | 11 | 0.17 | 0 | 0.17 |
| qwen3-32b | 0.0505 | 0.048 | 11 | 0.17 | 0 | 0.17 |
| qwen2.5-coder-14b-instruct | 0.0463 | 0.044 | 12 | 0.16 | 0 | 0.16 |
| qwen2.5-coder-3b-instruct | 0.0463 | 0.0463 | 12 | 0.16 | 0 | 0.16 |
| deepseek_r1_distill_llama_70b | 0 | 0 | 9 | 0 | 0 | 0 |
| deepseek_r1_distill_qwen_1.5b | 0 | 0 | 12 | 0 | 0 | 0 |
| deepseek_v2_lite_chat | 0 | 0 | 11 | 0 | 0 | 0 |
| deepseek_r1_distill_qwen_7b | 0 | 0 | 11 | 0 | 0 | 0 |
| deepseek_r1_distill_qwen_32b | 0 | 0 | 9 | 0 | 0 | 0 |
| deepseek_r1_distill_qwen_14b | 0 | 0 | 11 | 0 | 0 | 0 |
| deepseek_r1_distill_llama_8b | 0 | 0 | 12 | 0 | 0 | 0 |
| mistralai_mistral_7b_instruct_v0.2 | 0 | 0 | 10 | 0 | 0 | 0 |
| mistralai_mistral_7b_instruct_v0.1 | 0 | 0 | 11 | 0 | 0 | 0 |
| mistralai_ministral_8b_instruct_2410 | 0 | 0 | 11 | 0 | 0 | 0 |
| qwen1.5-1.8b-chat | 0 | 0 | 11 | 0 | 0 | 0 |
| qwen1.5-14b-chat | 0 | 0 | 12 | 0 | 0 | 0 |
| qwen1.5-32b-chat | 0 | 0 | 11 | 0 | 0 | 0 |
| qwen1.5-72b-chat | 0 | 0 | 10 | 0 | 0 | 0 |
| qwen1.5-7b-chat | 0 | 0 | 12 | 0 | 0 | 0 |
| mistralai_mistral_7b_instruct_v0.3 | 0 | 0 | 11 | 0 | 0 | 0 |
| mistralai_mixtral_8x7b_instruct_v0.1 | 0 | 0 | 12 | 0 | 0 | 0 |
| qwen1.5-0.5b-chat | 0 | 0 | 13 | 0 | 0 | 0 |
| qwen2-72b-instruct | 0 | 0 | 10 | 0 | 0 | 0 |
| qwen2-1.5b-instruct | 0 | 0 | 13 | 0 | 0 | 0 |
| qwen2-0.5b-instruct | 0 | 0 | 13 | 0 | 0 | 0 |
| qwen2-7b-instruct | 0 | 0 | 11 | 0 | 0 | 0 |
| qwen2-math-7b-instruct | 0 | 0 | 6 | 0 | 0 | 0 |
| qwen2.5-coder-0.5b-instruct | 0 | 0 | 13 | 0 | 0 | 0 |
| qwen2-math-72b-instruct | 0 | 0 | 10 | 0 | 0 | 0 |
| qwen2-math-1.5b-instruct | 0 | 0 | 4 | 0 | 0 | 0 |
| qwen2.5-coder-32b-instruct | 0 | 0 | 10 | 0 | 0 | 0 |
| qwen2.5-coder-1.5b-instruct | 0 | 0 | 11 | 0 | 0 | 0 |
| qwen3-0.6b | 0 | 0 | 13 | 0 | 0 | 0 |
| qwen2.5-coder-7b-instruct | 0 | 0 | 10 | 0 | 0 | 0 |
| qwen3-1.7b | 0 | 0 | 12 | 0 | 0 | 0 |
| qwen3-14b | 0 | 0 | 12 | 0 | 0 | 0 |
| qwen3-4b | 0 | 0 | 12 | 0 | 0 | 0 |
| qwen3-8b | 0 | 0 | 12 | 0 | 0 | 0 |