Leaderboard
HumanEval
humanevalRecord
- Category
- coding
- Scored models
- 429
Scores
| Model | Score |
|---|---|
| google/diffusiongemma-26B-A4B-it | 94.09 |
| inclusionAI/LLaDA2.0-flash | 93.29 |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-14B | 92.6 |
| allenai/Olmo-3-32B-Think-DPO | 91.5 |
| allenai/Olmo-3.1-32B-Think | 91.5 |
| nvidia/NVLM-D-72B | 90.2 |
| MiniMaxAI/MiniMax-Text-01-hf | 90.2 |
| MiniMaxAI/MiniMax-Text-01 | 90.2 |
| allenai/Olmo-3-32B-Think-DPO | 90 |
| allenai/Olmo-3-1125-32B | 90 |
| allenai/Olmo-3-32B-Think | 90 |
| allenai/Olmo-3-32B-Think-SFT | 90 |
| allenai/Olmo-3-32B-Think | 90 |
| inclusionAI/Ling-lite | 89.02 |
| mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.99 |
| mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.99 |
| mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.41 |
| mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
| mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- category
- coding
- id
- humaneval
- name
- HumanEval
- schema version
- local-ai-registry/v1
rows
| variant | conf | context | model id | org | rank | root | score |
|---|---|---|---|---|---|---|---|
| diffusiongemma-26B-A4B-it-NVFP4 | medium | HumanEval | diffusiongemma-26b-a4b-it | nvidia | 1 | google/diffusiongemma-26B-A4B-it | 94.09 |
| LLaDA2.0-flash | medium | HumanEval | llada2-0-flash | inclusionAI | 2 | inclusionAI/LLaDA2.0-flash | 93.29 |
| DeepCoder-14B-Preview-GGUF | low | Unknown | deepseek-r1-distill-qwen-14b | Mungert | 3 | deepseek-ai/DeepSeek-R1-Distill-Qwen-14B | 92.6 |
| Olmo-3.1-32B-Think | medium | HumanEvalPlus | olmo-3-32b-think-dpo | allenai | 4 | allenai/Olmo-3-32B-Think-DPO | 91.5 |
| Olmo-3.1-32B-Think-GGUF | medium | HumanEvalPlus | olmo-3-1-32b-think | unsloth | 5 | allenai/Olmo-3.1-32B-Think | 91.5 |
| NVLM-D-72B | low | Unknown | nvlm-d-72b | nvidia | 6 | nvidia/NVLM-D-72B | 90.2 |
| MiniMax-Text-01-hf | medium | HumanEval | minimax-text-01-hf | MiniMaxAI | 7 | MiniMaxAI/MiniMax-Text-01-hf | 90.2 |
| MiniMax-Text-01 | medium | HumanEval | minimax-text-01 | MiniMaxAI | 8 | MiniMaxAI/MiniMax-Text-01 | 90.2 |
| Olmo-3-32B-Think | medium | HumanEvalPlus | olmo-3-32b-think-dpo | allenai | 9 | allenai/Olmo-3-32B-Think-DPO | 90 |
| Olmo-3-32B-Think-SFT | medium | HumanEvalPlus | olmo-3-1125-32b | allenai | 10 | allenai/Olmo-3-1125-32B | 90 |
| Olmo-3-32B-Think-GGUF | medium | HumanEvalPlus | olmo-3-32b-think-dpo | unsloth | 11 | allenai/Olmo-3-32B-Think | 90 |
| Olmo-3-32B-Think-DPO | medium | HumanEvalPlus | olmo-3-32b-think-sft | allenai | 12 | allenai/Olmo-3-32B-Think-SFT | 90 |
| Olmo-3-32B-Think-unsloth-bnb-4bit | medium | HumanEvalPlus | olmo-3-32b-think-dpo | unsloth | 13 | allenai/Olmo-3-32B-Think | 90 |
| Ling-lite | medium | HumanEval(Pass@1) | ling-lite | inclusionAI | 14 | inclusionAI/Ling-lite | 89.02 |
| Mistral-Small-3.2-24B-Instruct-2506 | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | mistralai | 15 | mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506-GGUF | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | unsloth | 16 | mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506-bnb-4bit | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | unsloth | 17 | mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506 | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | unsloth | 18 | mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506-unsloth-bnb-4bit | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | unsloth | 19 | mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506-GGUF | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | Mungert | 20 | mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.99 |
| Mistral-Small-3.2-24B-Instruct-2506-FP8 | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | unsloth | 21 | mistralai/Mistral-Small-3.2-24B-Instruct-2506 | 88.99 |
| Mistral-Small-3.1-24B-Instruct-2503 | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | mistralai | 22 | mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.41 |
| Mistral-Small-3.1-24B-Instruct-2503-GGUF | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-instruct-2503 | unsloth | 23 | mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
| Mistral-Small-3.1-24B-Instruct-2503-bnb-4bit | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-instruct-2503 | unsloth | 24 | mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
| Mistral-Small-3.1-24B-Instruct-2503-unsloth-bnb-4bit | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-instruct-2503 | unsloth | 25 | mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
| Mistral-Small-3.1-24B-Instruct-2503 | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-instruct-2503 | unsloth | 26 | mistralai/Mistral-Small-3.1-24B-Instruct-2503 | 88.41 |
| Mistral-Small-3.1-24B-Instruct-2503-GGUF | low | MMLU Pro (5-shot CoT) | GPQA Main (5-shot CoT) | GPQA Diamond (5-shot CoT ) | mistral-small-3-1-24b-base-2503 | Mungert | 27 | mistralai/Mistral-Small-3.1-24B-Base-2503 | 88.41 |
| Llama-3_1-Nemotron-Ultra-253B-CPT-v1 | medium | HumanEval | Unknown | nvidia | 28 | nvidia/Llama-3_1-Nemotron-Ultra-253B-CPT-v1 | 88.41 |
| Ling-Coder-lite-GPTQ-Int8 | medium | HumanEval-Python | Unknown | inclusionAI | 29 | inclusionAI/Ling-Coder-lite | 88.41 |
| Qwen3-8B-DMS-8x | medium | HumanEval | qwen3-8b-base | nvidia | 30 | Qwen/Qwen3-8B | 87.8 |
| Ling-lite-1.5 | medium | HumanEval(Pass@1) | ling-lite-1-5 | inclusionAI | 31 | inclusionAI/Ling-lite-1.5 | 87.27 |
| Falcon-H1-34B-Instruct | medium | HumanEval | falcon-h1-34b-base | tiiuae | 32 | tiiuae/Falcon-H1-34B-Base | 87.2 |
| Falcon-H1-34B-Instruct-GGUF | medium | HumanEval | falcon-h1-34b-instruct | tiiuae | 33 | tiiuae/Falcon-H1-34B-Instruct | 87.2 |
| Falcon-H1-34B-Instruct-GGUF | medium | HumanEval | falcon-h1-34b-instruct | unsloth | 34 | tiiuae/Falcon-H1-34B-Instruct | 87.2 |
| Falcon-H1-34B-Instruct-GPTQ-Int4 | medium | HumanEval | falcon-h1-34b-instruct | tiiuae | 35 | tiiuae/Falcon-H1-34B-Instruct | 87.2 |
| Falcon-H1-7B-Instruct | medium | HumanEval | falcon-h1-7b-base | tiiuae | 36 | tiiuae/Falcon-H1-7B-Base | 86.59 |
| Falcon-H1-7B-Instruct-GPTQ-Int4 | medium | HumanEval | falcon-h1-7b-instruct | tiiuae | 37 | tiiuae/Falcon-H1-7B-Instruct | 86.59 |
| Falcon-H1-7B-Instruct-GGUF | medium | HumanEval | falcon-h1-7b-instruct | tiiuae | 38 | tiiuae/Falcon-H1-7B-Instruct | 86.59 |
| Falcon-H1-7B-Instruct-GGUF | medium | HumanEval | falcon-h1-7b-instruct | unsloth | 39 | tiiuae/Falcon-H1-7B-Instruct | 86.59 |
| Llama-3.1-Tulu-3-8B-SFT | medium | **HumanEval (pass@10)** | llama-3-1-8b | allenai | 40 | meta-llama/Llama-3.1-8B | 86.2 |
| Llama-3.1-Tulu-3-8B | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-8b-dpo | allenai | 41 | allenai/Llama-3.1-Tulu-3-8B-DPO | 86.2 |
| Llama-3.1-Tulu-3-8B-DPO | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-8b-sft | allenai | 42 | allenai/Llama-3.1-Tulu-3-8B-SFT | 86.2 |
| Llama-3.1-Tulu-3-8B-RM | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-8b-sft | allenai | 43 | allenai/Llama-3.1-Tulu-3-8B-SFT | 86.2 |
| Llama-3.1-Tulu-3.1-8B | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-8b-dpo | allenai | 44 | allenai/Llama-3.1-Tulu-3-8B-DPO | 86.2 |
| Llama-3.1-Tulu-3-70B | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-70b-dpo | allenai | 45 | allenai/Llama-3.1-Tulu-3-70B-DPO | 86.2 |
| Llama-3.1-Tulu-3-70B-SFT | medium | **HumanEval (pass@10)** | llama-3-1-70b | allenai | 46 | meta-llama/Llama-3.1-70B | 86.2 |
| Llama-3.1-Tulu-3-405B | medium | **HumanEval (pass@10)** | Unknown | allenai | 47 | allenai/Llama-3.1-Tulu-3-405B-DPO | 86.2 |
| Llama-3.1-Tulu-3-70B-DPO | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-70b-sft | allenai | 48 | allenai/Llama-3.1-Tulu-3-70B-SFT | 86.2 |
| Llama-3.1-Tulu-3-8B-GGUF | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-8b | unsloth | 49 | allenai/Llama-3.1-Tulu-3-8B | 86.2 |
| Llama-3.1-Tulu-3-405B-SFT | medium | **HumanEval (pass@10)** | llama-3-1-405b | allenai | 50 | meta-llama/Llama-3.1-405B | 86.2 |
| Llama-3.1-Tulu-3-70B-GGUF | medium | **HumanEval (pass@10)** | llama-3-1-tulu-3-70b | unsloth | 51 | allenai/Llama-3.1-Tulu-3-70B | 86.2 |
| Llama-3.1-Tulu-3-405B-DPO | medium | **HumanEval (pass@10)** | Unknown | allenai | 52 | allenai/Llama-3.1-Tulu-3-405B-SFT | 86.2 |
| LLaDA2.0-mini-preview | medium | Unknown | llada2-0-mini-preview | inclusionAI | 53 | inclusionAI/LLaDA2.0-mini-preview | 85.98 |
| LLaDA2.0-flash-preview | medium | Unknown | llada2-0-flash-preview | inclusionAI | 54 | inclusionAI/LLaDA2.0-flash-preview | 85.98 |
| WizardCoder-33B-V1.1-GGUF | low | Unknown | Unknown | TheBloke | 55 | WizardLM/WizardCoder-33B-V1.1 | 85.4 |
| wavecoder-ultra-6.7b | low | Unknown | Unknown | microsoft | 56 | microsoft/wavecoder-ultra-6.7b | 85.4 |
| wavecoder-ds-6.7b | low | Unknown | Unknown | microsoft | 57 | microsoft/wavecoder-ds-6.7b | 85.4 |
| wavecoder-pro-6.7b | low | Unknown | Unknown | microsoft | 58 | microsoft/wavecoder-pro-6.7b | 85.4 |
| WizardCoder-33B-V1.1-GPTQ | low | Unknown | Unknown | TheBloke | 59 | WizardLM/WizardCoder-33B-V1.1 | 85.4 |
| Ling-Coder-lite-GPTQ-Int8 | medium | EvalPlus-HumanEval+ | Unknown | inclusionAI | 60 | inclusionAI/Ling-Coder-lite | 85.37 |
| Mistral-Small-24B-Instruct-2501 | medium | _instruct_pass@1 | mistral-small-24b-base-2501 | mistralai | 61 | mistralai/Mistral-Small-24B-Base-2501 | 84.8 |
| Mistral-Small-24B-Instruct-2501-bnb-4bit | medium | _instruct_pass@1 | mistral-small-24b-instruct-2501 | unsloth | 62 | mistralai/Mistral-Small-24B-Instruct-2501 | 84.8 |
| Mistral-Small-24B-Instruct-2501-GGUF | medium | _instruct_pass@1 | mistral-small-24b-instruct-2501 | unsloth | 63 | mistralai/Mistral-Small-24B-Instruct-2501 | 84.8 |
| Seed-Coder-8B-Instruct-GGUF | high | Unknown | seed-coder-8b-instruct | unsloth | 64 | ByteDance-Seed/Seed-Coder-8B-Instruct | 84.8 |
| Mistral-Small-24B-Instruct-2501-unsloth-bnb-4bit | medium | _instruct_pass@1 | mistral-small-24b-instruct-2501 | unsloth | 65 | mistralai/Mistral-Small-24B-Instruct-2501 | 84.8 |
| Mistral-Small-24B-Instruct-2501 | medium | _instruct_pass@1 | mistral-small-24b-instruct-2501 | unsloth | 66 | mistralai/Mistral-Small-24B-Instruct-2501 | 84.8 |
| Mistral-Small-24B-Base-2501-unsloth-bnb-4bit | medium | _instruct_pass@1 | mistral-small-24b-base-2501 | unsloth | 67 | mistralai/Mistral-Small-24B-Base-2501 | 84.8 |
| Seed-Coder-8B-Instruct-unsloth-bnb-4bit | high | Unknown | seed-coder-8b-instruct | unsloth | 68 | ByteDance-Seed/Seed-Coder-8B-Instruct | 84.8 |
| LLaDA2.0-mini | medium | HumanEval | llada2-0-mini | inclusionAI | 69 | inclusionAI/LLaDA2.0-mini | 84.76 |
| DeepSeek-V2.5 | medium | HumanEval python | deepseek-v2-5 | deepseek-ai | 70 | deepseek-ai/DeepSeek-V2.5 | 84.5 |
| NVIDIA-Nemotron-3-Ultra-550B-A55B-Base-BF16 | medium | HumanEval | nvidia-nemotron-3-ultra-550b-a55b-base-bf16 | nvidia | 71 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-Base-BF16 | 83.84 |
| Ling-2.6-flash-base | medium | HumanEval-Plus | ling-2-6-flash | inclusionAI | 72 | inclusionAI/Ling-2.6-flash | 83.54 |
| Ling-2.6-1T-base | medium | HumanEval-Plus | ling-2-6-1t | inclusionAI | 73 | inclusionAI/Ling-2.6-1T | 83.54 |
| Phi-4-reasoning | medium | HumanEvalPlus | phi-4 | microsoft | 74 | microsoft/phi-4 | 83.5 |
| Phi-4-reasoning-plus | medium | HumanEvalPlus | phi-4 | microsoft | 75 | microsoft/phi-4 | 83.5 |
| Phi-4-reasoning-plus-GGUF | medium | HumanEvalPlus | phi-4-reasoning-plus | unsloth | 76 | microsoft/Phi-4-reasoning-plus | 83.5 |
| Phi-4-reasoning-GGUF | medium | HumanEvalPlus | phi-4-reasoning | unsloth | 77 | microsoft/Phi-4-reasoning | 83.5 |
| phi-4-reasoning | medium | HumanEvalPlus | phi-4-reasoning | unsloth | 78 | microsoft/phi-4-reasoning | 83.5 |
| phi-4-reasoning-unsloth-bnb-4bit | medium | HumanEvalPlus | phi-4-reasoning | unsloth | 79 | microsoft/phi-4-reasoning | 83.5 |
| phi-4-reasoning-bnb-4bit | medium | HumanEvalPlus | phi-4-reasoning | unsloth | 80 | microsoft/phi-4-reasoning | 83.5 |
| Phi-4-reasoning-plus-GGUF | medium | HumanEvalPlus | phi-4 | Mungert | 81 | microsoft/phi-4 | 83.5 |
| Phi-4-reasoning-plus | medium | HumanEvalPlus | phi-4-reasoning-plus | unsloth | 82 | microsoft/Phi-4-reasoning-plus | 83.5 |
| Phi-4-reasoning-GGUF | medium | HumanEvalPlus | phi-4 | Mungert | 83 | microsoft/phi-4 | 83.5 |
| SmallThinker-21BA3B-Instruct-GGUF | low | Unknown | Unknown | Mungert | 84 | — | 82.93 |
| codegeex4-all-9b | high | Unknown | Unknown | zai-org | 85 | zai-org/codegeex4-all-9b | 82.3 |
| codegeex4-all-9b-GGUF | high | Unknown | Unknown | zai-org | 86 | zai-org/codegeex4-all-9b | 82.3 |
| Falcon-H1-34B-Instruct | medium | HumanEval+ | falcon-h1-34b-base | tiiuae | 87 | tiiuae/Falcon-H1-34B-Base | 81.71 |
| Falcon-H1-34B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-34b-instruct | tiiuae | 88 | tiiuae/Falcon-H1-34B-Instruct | 81.71 |
| Falcon-H1-34B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-34b-instruct | unsloth | 89 | tiiuae/Falcon-H1-34B-Instruct | 81.71 |
| Falcon-H1-34B-Instruct-GPTQ-Int4 | medium | HumanEval+ | falcon-h1-34b-instruct | tiiuae | 90 | tiiuae/Falcon-H1-34B-Instruct | 81.71 |
| Qwen2-72B-Instruct | medium | HumanEval | qwen2-72b | Qwen | 91 | Qwen/Qwen2-72B | 81.7 |
| Llama-3.1-Tulu-3-8B-SFT | medium | **HumanEval+ (pass@10)** | llama-3-1-8b | allenai | 92 | meta-llama/Llama-3.1-8B | 81.4 |
| Llama-3.1-Tulu-3-8B | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-8b-dpo | allenai | 93 | allenai/Llama-3.1-Tulu-3-8B-DPO | 81.4 |
| Llama-3.1-Tulu-3-8B-DPO | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-8b-sft | allenai | 94 | allenai/Llama-3.1-Tulu-3-8B-SFT | 81.4 |
| Llama-3.1-Tulu-3-8B-RM | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-8b-sft | allenai | 95 | allenai/Llama-3.1-Tulu-3-8B-SFT | 81.4 |
| Llama-3.1-Tulu-3.1-8B | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-8b-dpo | allenai | 96 | allenai/Llama-3.1-Tulu-3-8B-DPO | 81.4 |
| Llama-3.1-Tulu-3-70B | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-70b-dpo | allenai | 97 | allenai/Llama-3.1-Tulu-3-70B-DPO | 81.4 |
| Llama-3.1-Tulu-3-70B-SFT | medium | **HumanEval+ (pass@10)** | llama-3-1-70b | allenai | 98 | meta-llama/Llama-3.1-70B | 81.4 |
| Llama-3.1-Tulu-3-405B | medium | **HumanEval+ (pass@10)** | Unknown | allenai | 99 | allenai/Llama-3.1-Tulu-3-405B-DPO | 81.4 |
| Llama-3.1-Tulu-3-70B-DPO | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-70b-sft | allenai | 100 | allenai/Llama-3.1-Tulu-3-70B-SFT | 81.4 |
| Llama-3.1-Tulu-3-8B-GGUF | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-8b | unsloth | 101 | allenai/Llama-3.1-Tulu-3-8B | 81.4 |
| Llama-3.1-Tulu-3-405B-SFT | medium | **HumanEval+ (pass@10)** | llama-3-1-405b | allenai | 102 | meta-llama/Llama-3.1-405B | 81.4 |
| Llama-3.1-Tulu-3-70B-GGUF | medium | **HumanEval+ (pass@10)** | llama-3-1-tulu-3-70b | unsloth | 103 | allenai/Llama-3.1-Tulu-3-70B | 81.4 |
| Llama-3.1-Tulu-3-405B-DPO | medium | **HumanEval+ (pass@10)** | Unknown | allenai | 104 | allenai/Llama-3.1-Tulu-3-405B-SFT | 81.4 |
| Falcon-H1-7B-Instruct | medium | HumanEval+ | falcon-h1-7b-base | tiiuae | 105 | tiiuae/Falcon-H1-7B-Base | 81.1 |
| Falcon-H1-7B-Instruct-GPTQ-Int4 | medium | HumanEval+ | falcon-h1-7b-instruct | tiiuae | 106 | tiiuae/Falcon-H1-7B-Instruct | 81.1 |
| DeepSeek-V2-Chat-0628 | medium | **HumanEval** | deepseek-v2-chat-0628 | deepseek-ai | 107 | deepseek-ai/DeepSeek-V2-Chat-0628 | 81.1 |
| Falcon-H1-7B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-7b-instruct | tiiuae | 108 | tiiuae/Falcon-H1-7B-Instruct | 81.1 |
| Falcon-H1-7B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-7b-instruct | unsloth | 109 | tiiuae/Falcon-H1-7B-Instruct | 81.1 |
| Olmo-3.1-32B-Instruct | medium | HumanEvalPlus | olmo-3-1-32b-instruct-dpo | allenai | 110 | allenai/Olmo-3.1-32B-Instruct-DPO | 80.8 |
| Olmo-3.1-32B-Instruct-SFT | medium | HumanEvalPlus | olmo-3-1125-32b | allenai | 111 | allenai/Olmo-3-1125-32B | 80.8 |
| Olmo-3.1-32B-Instruct-DPO | medium | HumanEvalPlus | olmo-3-1-32b-instruct-sft | allenai | 112 | allenai/Olmo-3.1-32B-Instruct-SFT | 80.8 |
| Olmo-3.1-32B-Instruct-GGUF | medium | HumanEvalPlus | olmo-3-1-32b-instruct | unsloth | 113 | allenai/Olmo-3.1-32B-Instruct | 80.8 |
| Olmo-3.1-32B-Instruct | medium | HumanEvalPlus | olmo-3-1-32b-instruct | unsloth | 114 | allenai/Olmo-3.1-32B-Instruct | 80.8 |
| NVIDIA-Nemotron-3-Super-120B-A12B-Base-BF16 | medium | HumanEval | nvidia-nemotron-3-super-120b-a12b-base-bf16 | nvidia | 115 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-Base-BF16 | 79.4 |
| Nemotron-Labs-TwoTower-30B-A3B-Base-BF16 | medium | HumanEval (0-shot) | nemotron-labs-twotower-30b-a3b-base-bf16 | nvidia | 116 | nvidia/Nemotron-Labs-TwoTower-30B-A3B-Base-BF16 | 79.27 |
| Qwen2.5-Omni-3B | medium | HumanEval | qwen2-5-omni-3b | Qwen | 117 | Qwen/Qwen2.5-Omni-3B | 78.7 |
| Qwen2.5-Omni-7B | medium | HumanEval | qwen2-5-omni-7b | Qwen | 118 | Qwen/Qwen2.5-Omni-7B | 78.7 |
| Qwen2.5-Omni-7B-GGUF | medium | HumanEval | qwen2-5-omni-7b | unsloth | 119 | Qwen/Qwen2.5-Omni-7B | 78.7 |
| Qwen2.5-Omni-3B-GGUF | medium | HumanEval | qwen2-5-omni-3b | unsloth | 120 | Qwen/Qwen2.5-Omni-3B | 78.7 |
| Qwen2.5-Omni-3B-GGUF | medium | HumanEval | qwen2-5-omni-3b | Mungert | 121 | Qwen/Qwen2.5-Omni-3B | 78.7 |
| Qwen2.5-Omni-7B | medium | HumanEval | qwen2-5-omni-7b | unsloth | 122 | Qwen/Qwen2.5-Omni-7B | 78.7 |
| Qwen2.5-Omni-7B-GGUF | medium | HumanEval | qwen2-5-omni-7b | Mungert | 123 | Qwen/Qwen2.5-Omni-7B | 78.7 |
| Qwen2.5-Omni-3B | medium | HumanEval | qwen2-5-omni-3b | unsloth | 124 | Qwen/Qwen2.5-Omni-3B | 78.7 |
| Nemotron-Research-GooseReason-4B-Instruct | low | Unknown | qwen3-4b-instruct-2507 | nvidia | 125 | Qwen/Qwen3-4B-Instruct-2507 | 77.56 |
| Falcon-H1-3B-Instruct | medium | HumanEval | falcon-h1-3b-base | tiiuae | 126 | tiiuae/Falcon-H1-3B-Base | 76.83 |
| Falcon-H1-3B-Instruct-GGUF | medium | HumanEval | falcon-h1-3b-base | tiiuae | 127 | tiiuae/Falcon-H1-3B-Base | 76.83 |
| Falcon-H1-3B-Instruct-GGUF | medium | HumanEval | falcon-h1-3b-instruct | unsloth | 128 | tiiuae/Falcon-H1-3B-Instruct | 76.83 |
| Nemotron-H-4B-Instruct-128K | low | Unknown | nemotron-h-4b-base-8k | nvidia | 129 | nvidia/Nemotron-H-4B-Base-8K | 76.2 |
| speechless-codellama-34b-v2.0-GGUF | medium | -python | Unknown | TheBloke | 130 | uukuguy/speechless-codellama-34b-v2.0 | 75.61 |
| Ziya-Coding-34B-v1.0-GGUF | low | Unknown | Unknown | TheBloke | 131 | IDEA-CCNL/Ziya-Coding-34B-v1.0 | 75.5 |
| GRIN-MoE | medium | HumanEval | grin-moe | microsoft | 132 | microsoft/GRIN-MoE | 74.4 |
| XwinCoder-34B-GGUF | high | Unknown | Unknown | TheBloke | 133 | Xwin-LM/XwinCoder-34B | 74.2 |
| DeepSeek-V2.5 | medium | HumanEval Multi | deepseek-v2-5 | deepseek-ai | 134 | deepseek-ai/DeepSeek-V2.5 | 73.8 |
| Falcon-H1-1.5B-Deep-Instruct | medium | HumanEval | falcon-h1-1-5b-deep-base | tiiuae | 135 | tiiuae/Falcon-H1-1.5B-Deep-Base | 73.78 |
| Falcon-H1-1.5B-Deep-Instruct-GGUF | medium | HumanEval | falcon-h1-1-5b-deep-instruct | tiiuae | 136 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 73.78 |
| Falcon-H1-1.5B-Deep-Instruct-GGUF | medium | HumanEval | falcon-h1-1-5b-deep-instruct | unsloth | 137 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 73.78 |
| Falcon-H1-1.5B-Deep-Instruct | medium | HumanEval | falcon-h1-1-5b-deep-instruct | unsloth | 138 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 73.78 |
| Falcon-H1-1.5B-Deep-Instruct-GPTQ-Int4 | medium | HumanEval | falcon-h1-1-5b-deep-instruct | tiiuae | 139 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 73.78 |
| WizardCoder-Python-34B-V1.0-GGUF | high | Unknown | Unknown | TheBloke | 140 | WizardLM/WizardCoder-Python-34B-V1.0 | 73.2 |
| NextCoder-7B | low | Unknown | qwen2-5-coder-7b | microsoft | 141 | Qwen/Qwen2.5-Coder-7B-Instruct | 73.2 |
| WizardLM-70B-V1.0-GPTQ | low | Unknown | Unknown | TheBloke | 142 | WizardLM/WizardLM-70B-V1.0 | 73.2 |
| WizardLM-13B-V1.2-GGUF | low | Unknown | Unknown | TheBloke | 143 | WizardLM/WizardLM-13B-V1.2 | 73.2 |
| WizardMath-13B-V1.0-GGUF | low | Unknown | Unknown | TheBloke | 144 | WizardLM/WizardMath-13B-V1.0 | 73.2 |
| WizardLM-70B-V1.0-GGUF | low | Unknown | Unknown | TheBloke | 145 | WizardLM/WizardLM-70B-V1.0 | 73.2 |
| WizardMath-7B-V1.0-GGUF | low | Unknown | Unknown | TheBloke | 146 | WizardLM/WizardMath-7b-V1.0 | 73.2 |
| WizardLM-13B-V1.1-GGUF | low | Unknown | Unknown | TheBloke | 147 | WizardLM/WizardLM-13B-V1.1 | 73.2 |
| wizardLM-7B-GGUF | low | Unknown | Unknown | TheBloke | 148 | WizardLM/WizardLM-7B-V1.0 | 73.2 |
| NextCoder-14B-GGUF | low | Unknown | Unknown | Mungert | 149 | Qwen/Qwen2.5-Coder-14B-Instruct | 73.2 |
| WizardMath-70B-V1.0-GGUF | low | Unknown | Unknown | TheBloke | 150 | WizardLM/WizardMath-70B-V1.0 | 73.2 |
| WizardLM-30B-GGUF | low | Unknown | Unknown | TheBloke | 151 | WizardLM/WizardLM-30B-V1.0 | 73.2 |
| NextCoder-14B | low | Unknown | Unknown | microsoft | 152 | Qwen/Qwen2.5-Coder-14B-Instruct | 73.2 |
| NextCoder-32B | low | Unknown | Unknown | microsoft | 153 | Qwen/Qwen2.5-Coder-32B-Instruct | 73.2 |
| NextCoder-7B-GGUF | low | Unknown | qwen2-5-coder-7b | Mungert | 154 | Qwen/Qwen2.5-Coder-7B-Instruct | 73.2 |
| WizardLM-13B-V1.2-GPTQ | low | Unknown | Unknown | TheBloke | 155 | WizardLM/WizardLM-13B-V1.2 | 73.2 |
| WizardLM-13B-V1.1-GPTQ | low | Unknown | Unknown | TheBloke | 156 | WizardLM/WizardLM-13B-V1.1 | 73.2 |
| WizardCoder-Python-34B-V1.0-GPTQ | high | Unknown | Unknown | TheBloke | 157 | WizardLM/WizardCoder-Python-34B-V1.0 | 73.2 |
| DeepCoder-1.5B-Preview-GGUF | low | Unknown | deepseek-r1-distill-qwen-1-5b | Mungert | 158 | deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | 73 |
| internlm2_5-20b | medium | HUMANEVAL | internlm2-5-20b | internlm | 159 | internlm/internlm2_5-20b | 71.95 |
| glm-4-9b-chat | high | Unknown | glm-4-9b-chat | zai-org | 160 | zai-org/glm-4-9b-chat | 71.8 |
| glm-4-9b-chat-hf | high | Unknown | glm-4-9b-chat | zai-org | 161 | THUDM/glm-4-9b-chat | 71.8 |
| NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 | medium | HumanEval (0-shot) | nvidia-nemotron-3-nano-30b-a3b-base-bf16 | nvidia | 162 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 | 70.73 |
| Falcon-H1-3B-Instruct | medium | HumanEval+ | falcon-h1-3b-base | tiiuae | 163 | tiiuae/Falcon-H1-3B-Base | 70.73 |
| Falcon-H1-3B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-3b-base | tiiuae | 164 | tiiuae/Falcon-H1-3B-Base | 70.73 |
| Falcon-H1-3B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-3b-instruct | unsloth | 165 | tiiuae/Falcon-H1-3B-Instruct | 70.73 |
| Falcon-H1-34B-Base | medium | HumanEval | falcon-h1-34b-base | tiiuae | 166 | tiiuae/Falcon-H1-34B-Base | 70.12 |
| glm-4-9b | high | Unknown | glm-4-9b | zai-org | 167 | zai-org/glm-4-9b | 70.1 |
| glm-4-9b-hf | high | Unknown | glm-4-9b-hf | zai-org | 168 | zai-org/glm-4-9b-hf | 70.1 |
| LFM2-8B-A1B-GGUF | low | Unknown | lfm2-8b-a1b | unsloth | 169 | LiquidAI/LFM2-8B-A1B | 69.51 |
| LFM2-8B-A1B | low | Unknown | lfm2-8b-a1b | unsloth | 170 | LiquidAI/LFM2-8B-A1B | 69.51 |
| Falcon-H1-1.5B-Deep-Instruct | medium | HumanEval+ | falcon-h1-1-5b-deep-base | tiiuae | 171 | tiiuae/Falcon-H1-1.5B-Deep-Base | 68.9 |
| openchat-3.5-1210-GGUF | high | BBH CoT | openchat-3-5-1210 | TheBloke | 172 | openchat/openchat-3.5-1210 | 68.9 |
| Falcon-H1-1.5B-Deep-Instruct-GGUF | medium | HumanEval+ | falcon-h1-1-5b-deep-instruct | tiiuae | 173 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 68.9 |
| Falcon-H1-1.5B-Deep-Instruct-GGUF | medium | HumanEval+ | falcon-h1-1-5b-deep-instruct | unsloth | 174 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 68.9 |
| openchat-3.5-1210-GPTQ | high | BBH CoT | openchat-3-5-1210 | TheBloke | 175 | openchat/openchat-3.5-1210 | 68.9 |
| Falcon-H1-1.5B-Deep-Instruct | medium | HumanEval+ | falcon-h1-1-5b-deep-instruct | unsloth | 176 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 68.9 |
| Falcon-H1-1.5B-Deep-Instruct-GPTQ-Int4 | medium | HumanEval+ | falcon-h1-1-5b-deep-instruct | tiiuae | 177 | tiiuae/Falcon-H1-1.5B-Deep-Instruct | 68.9 |
| XwinCoder-13B-GGUF | high | Unknown | Unknown | TheBloke | 178 | Xwin-LM/XwinCoder-13B | 68.8 |
| Falcon-H1-1.5B-Instruct | medium | HumanEval | falcon-h1-1-5b-base | tiiuae | 179 | tiiuae/Falcon-H1-1.5B-Base | 68.29 |
| Falcon-H1-1.5B-Instruct-GGUF | medium | HumanEval | falcon-h1-1-5b-instruct | tiiuae | 180 | tiiuae/Falcon-H1-1.5B-Instruct | 68.29 |
| Falcon-H1-1.5B-Instruct-GGUF | medium | HumanEval | falcon-h1-1-5b-instruct | unsloth | 181 | tiiuae/Falcon-H1-1.5B-Instruct | 68.29 |
| Falcon-H1-1.5B-Instruct-GPTQ-Int4 | medium | HumanEval | falcon-h1-1-5b-instruct | tiiuae | 182 | tiiuae/Falcon-H1-1.5B-Instruct | 68.29 |
| Falcon-H1-1.5B-Instruct-GPTQ-Int8 | medium | HumanEval | falcon-h1-1-5b-instruct | tiiuae | 183 | tiiuae/Falcon-H1-1.5B-Instruct | 68.29 |
| Falcon-H1-7B-Base | medium | HumanEval | falcon-h1-7b-base | tiiuae | 184 | tiiuae/Falcon-H1-7B-Base | 67.68 |
| gemma-3n-E2B-it | medium | [HumanEval][] | gemma-3n-e4b | 185 | google/gemma-3n-E4B-it | 66.5 | |
| gemma-3n-E4B-it | medium | [HumanEval][] | gemma-3n-e4b | 186 | google/gemma-3n-E4B | 66.5 | |
| gemma-3n-E4B-it-litert-lm | medium | [HumanEval][] | Unknown | 187 | google/gemma-3n-E4B-it-litert-lm | 66.5 | |
| gemma-3n-E2B-it-GGUF | medium | [HumanEval][] | gemma-3n-e2b-it | unsloth | 188 | google/gemma-3n-E2B-it | 66.5 |
| gemma-3n-E4B-it | medium | [HumanEval][] | gemma-3n-e4b | unsloth | 189 | google/gemma-3n-E4B-it | 66.5 |
| gemma-3n-E2B | medium | [HumanEval][] | gemma-3n-e4b | 190 | google/gemma-3n-E4B | 66.5 | |
| gemma-3n-E2B-it-litert-lm | medium | [HumanEval][] | Unknown | 191 | google/gemma-3n-E2B-it-litert-lm | 66.5 | |
| gemma-3n-E4B-it-GGUF | medium | [HumanEval][] | gemma-3n-e4b | unsloth | 192 | google/gemma-3n-E4B-it | 66.5 |
| gemma-3n-E4B | medium | [HumanEval][] | gemma-3n-e4b | 193 | google/gemma-3n-E4B | 66.5 | |
| gemma-3n-E2B-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3n-e2b-it | unsloth | 194 | google/gemma-3n-E2B-it | 66.5 |
| gemma-3n-E2B-it-litert-preview-GGUF | medium | [HumanEval][] | Unknown | unsloth | 195 | google/gemma-3n-E2B-it-litert-preview | 66.5 |
| gemma-3n-E4B-it-litert-preview-GGUF | medium | [HumanEval][] | Unknown | unsloth | 196 | google/gemma-3n-E4B-it-litert-preview | 66.5 |
| gemma-3n-E4B-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3n-e4b | unsloth | 197 | google/gemma-3n-E4B-it | 66.5 |
| gemma-3n-E2B-it-ONNX | medium | [HumanEval][] | gemma-3n-e2b-it | onnx-community | 198 | google/gemma-3n-E2B-it | 66.5 |
| gemma-3n-E4B-it-GGUF | medium | [HumanEval][] | gemma-3n-e4b | Mungert | 199 | google/gemma-3n-E4B | 66.5 |
| gemma-3n-E4B-it-absolute-heresy-MPOA-imatrix-GGUF | medium | [HumanEval][] | gemma-3n-e4b-it-absolute-heresy-mpoa | MuXodious | 200 | MuXodious/gemma-3n-E4B-it-absolute-heresy-MPOA | 66.5 |
| gemma-3n-E4B-it-absolute-heresy-GGUF | medium | [HumanEval][] | gemma-3n-e4b | MuXodious | 201 | google/gemma-3n-E4B-it | 66.5 |
| gemma-3n-E4B-it-absolute-heresy-MPOA-GGUF | medium | [HumanEval][] | gemma-3n-e4b-it-absolute-heresy-mpoa | MuXodious | 202 | MuXodious/gemma-3n-E4B-it-absolute-heresy-MPOA | 66.5 |
| gemma-3n-E2B-it-GGUF | medium | [HumanEval][] | gemma-3n-e4b | Mungert | 203 | google/gemma-3n-E4b-it | 66.5 |
| llama-3-tulu-2-8b | low | GSM8k 8-shot cot | BBH 3-shot cot | meta-llama-3-8b | allenai | 204 | meta-llama/Meta-Llama-3-8B | 66.4 |
| llama-3-tulu-2-70b | low | GSM8k 8-shot cot | BBH 3-shot cot | meta-llama-3-70b | allenai | 205 | meta-llama/Meta-Llama-3-70B | 66.4 |
| Olmo-3-1125-32B | low | Unknown | olmo-3-1125-32b | allenai | 206 | allenai/Olmo-3-1125-32B | 65.6 |
| Falcon-H1-34B-Base | medium | HumanEval+ | falcon-h1-34b-base | tiiuae | 207 | tiiuae/Falcon-H1-34B-Base | 64.63 |
| openchat-3.5-1210-GGUF | low | Unknown | openchat-3-5-1210 | TheBloke | 208 | openchat/openchat-3.5-1210 | 64.6 |
| Qwen-72B-Chat | low | Unknown | qwen-72b | Qwen | 209 | Qwen/Qwen-72B | 64.6 |
| openchat-3.5-1210-GPTQ | low | Unknown | openchat-3-5-1210 | TheBloke | 210 | openchat/openchat-3.5-1210 | 64.6 |
| WizardCoder-Python-13B-V1.0-GGUF | high | Unknown | Unknown | TheBloke | 211 | WizardLM/WizardCoder-Python-13B-V1.0 | 64 |
| Youtu-LLM-2B-GGUF | medium | HumanEval | youtu-llm-2b-base | Mungert | 212 | tencent/Youtu-LLM-2B-Base | 64 |
| WizardCoder-Python-13B-V1.0-GPTQ | high | Unknown | Unknown | TheBloke | 213 | WizardLM/WizardCoder-Python-13B-V1.0 | 64 |
| Falcon-H1-7B-Base | medium | HumanEval+ | falcon-h1-7b-base | tiiuae | 214 | tiiuae/Falcon-H1-7B-Base | 63.41 |
| DeepSeek-V4-Flash | medium | HumanEval (Pass@1) | deepseek-v4-flash | deepseek-ai | 215 | deepseek-ai/DeepSeek-V4-Flash | 62.8 |
| DeepSeek-V4-Pro | medium | HumanEval (Pass@1) | deepseek-v4-pro | deepseek-ai | 216 | deepseek-ai/DeepSeek-V4-Pro | 62.8 |
| DeepSeek-V4-Flash-DSpark | medium | HumanEval (Pass@1) | Unknown | deepseek-ai | 217 | — | 62.8 |
| DeepSeek-V4-Flash-GGUF | medium | HumanEval (Pass@1) | deepseek-v4-flash | unsloth | 218 | deepseek-ai/DeepSeek-V4-Flash | 62.8 |
| DeepSeek-V4-Flash | medium | HumanEval (Pass@1) | deepseek-v4-flash | unsloth | 219 | deepseek-ai/DeepSeek-V4-Flash | 62.8 |
| DeepSeek-V4-Pro-DSpark | medium | HumanEval (Pass@1) | Unknown | deepseek-ai | 220 | — | 62.8 |
| DeepSeek-V4-Pro | medium | HumanEval (Pass@1) | deepseek-v4-pro | unsloth | 221 | deepseek-ai/DeepSeek-V4-Pro | 62.8 |
| OLMoE-1B-7B-0125-Instruct | medium | **HumanEval** | olmoe-1b-7b-0125-dpo | allenai | 222 | allenai/OLMoE-1B-7B-0125-DPO | 62.3 |
| OLMoE-1B-7B-0125-DPO | medium | **HumanEval** | Unknown | allenai | 223 | allenai/OLMoE-1B-7B-0125-SFT | 62.3 |
| OLMoE-1B-7B-0125-SFT | medium | **HumanEval** | olmoe-1b-7b-0125 | allenai | 224 | allenai/OLMoE-1B-7B-0125 | 62.3 |
| Qwen2-7B-Instruct | medium | Humaneval | qwen2-7b | Qwen | 225 | Qwen/Qwen2-7B | 62.2 |
| Phi-3-medium-4k-instruct | medium | HumanEval<br>0-shot | phi-3-medium-4k-instruct | microsoft | 226 | microsoft/Phi-3-medium-4k-instruct | 62.2 |
| Qwen-72B-Chat-Int8 | high | Unknown | qwen-72b | Qwen | 227 | Qwen/Qwen-72B | 62.2 |
| AceInstruct-7B | medium | HumanEval | aceinstruct-7b | nvidia | 228 | nvidia/AceInstruct-7B | 61.6 |
| AceInstruct-1.5B | medium | HumanEval | aceinstruct-1-5b | nvidia | 229 | nvidia/AceInstruct-1.5B | 61.6 |
| Qwen-72B-Chat-Int4 | high | Unknown | qwen-72b | Qwen | 230 | Qwen/Qwen-72B | 61.6 |
| AceInstruct-72B | medium | HumanEval | aceinstruct-72b | nvidia | 231 | nvidia/AceInstruct-72B | 61.6 |
| AceInstruct-1.5B-GGUF | medium | HumanEval | aceinstruct-1-5b | Mungert | 232 | nvidia/AceInstruct-1.5B | 61.6 |
| Falcon-H1-1.5B-Instruct | medium | HumanEval+ | falcon-h1-1-5b-base | tiiuae | 233 | tiiuae/Falcon-H1-1.5B-Base | 61.59 |
| Falcon-H1-1.5B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-1-5b-instruct | tiiuae | 234 | tiiuae/Falcon-H1-1.5B-Instruct | 61.59 |
| Falcon-H1-1.5B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-1-5b-instruct | unsloth | 235 | tiiuae/Falcon-H1-1.5B-Instruct | 61.59 |
| Falcon-H1-1.5B-Instruct-GPTQ-Int4 | medium | HumanEval+ | falcon-h1-1-5b-instruct | tiiuae | 236 | tiiuae/Falcon-H1-1.5B-Instruct | 61.59 |
| Falcon-H1-1.5B-Instruct-GPTQ-Int8 | medium | HumanEval+ | falcon-h1-1-5b-instruct | tiiuae | 237 | tiiuae/Falcon-H1-1.5B-Instruct | 61.59 |
| NVIDIA-Nemotron-Nano-9B-v2-Base | medium | HumanEval+ Pass@1 | nvidia-nemotron-nano-9b-v2-base | nvidia | 238 | nvidia/NVIDIA-Nemotron-Nano-9B-v2-Base | 61.03 |
| NVIDIA-Nemotron-Nano-12B-v2-Base | medium | HumanEval+ Pass@1 | nvidia-nemotron-nano-12b-v2-base | nvidia | 239 | nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base | 61.03 |
| Mamba-Codestral-7B-v0.1 | low | Unknown | Unknown | mistralai | 240 | mistralai/Mamba-Codestral-7B-v0.1 | 61 |
| Phi-3-small-8k-instruct | medium | HumanEval<br>0-shot | phi-3-small-8k-instruct | microsoft | 241 | microsoft/Phi-3-small-8k-instruct | 61 |
| Nemotron-H-47B-Base-8K | low | Unknown | nemotron-h-56b-base-8k | nvidia | 242 | nvidia/Nemotron-H-56B-Base-8K | 61 |
| Nemotron-H-56B-Base-8K | low | Unknown | nemotron-h-56b-base-8k | nvidia | 243 | nvidia/Nemotron-H-56B-Base-8K | 60.37 |
| MobileLLM-Pro-base | medium | HumanEval | mobilellm-pro-base | 244 | facebook/MobileLLM-Pro-base | 59.8 | |
| Nemotron-H-4B-Base-8K | low | Unknown | nemotron-h-4b-base-8k | nvidia | 245 | nvidia/Nemotron-H-4B-Base-8K | 59.8 |
| MobileLLM-Pro | medium | HumanEval | mobilellm-pro-base | 246 | facebook/MobileLLM-Pro-base | 59.8 | |
| Youtu-LLM-2B-GGUF | medium | HumanEval+ | youtu-llm-2b-base | Mungert | 247 | tencent/Youtu-LLM-2B-Base | 59.5 |
| Falcon-H1-3B-Base | medium | HumanEval | falcon-h1-3b-base | tiiuae | 248 | tiiuae/Falcon-H1-3B-Base | 59.15 |
| Phi-3-small-128k-instruct | medium | HumanEval<br>0-shot | phi-3-small-128k-instruct | microsoft | 249 | microsoft/Phi-3-small-128k-instruct | 59.1 |
| Nemotron-H-8B-Base-8K | low | Unknown | nemotron-h-8b-base-8k | nvidia | 250 | nvidia/Nemotron-H-8B-Base-8K | 58.54 |
| Phi-3-medium-128k-instruct | medium | HumanEval<br>0-shot | phi-3-medium-128k-instruct | microsoft | 251 | microsoft/Phi-3-medium-128k-instruct | 58.5 |
| WizardCoder-Python-7B-V1.0-GGUF | high | Unknown | Unknown | TheBloke | 252 | WizardLM/WizardCoder-Python-7b-V1.0 | 55.5 |
| openchat-3.5-0106-GGUF | high | BBH CoT | openchat-3-5-0106 | TheBloke | 253 | openchat/openchat-3.5-0106 | 55.5 |
| openchat-3.5-0106-GGUF | high | Unknown | openchat-3-5-0106 | TheBloke | 254 | openchat/openchat-3.5-0106 | 55.5 |
| openchat_3.5-GGUF | low | BBH CoT | Unknown | TheBloke | 255 | openchat/openchat_3.5 | 55.5 |
| openchat_3.5-16k-GGUF | low | Unknown | Unknown | TheBloke | 256 | NurtureAI/openchat_3.5-16k | 55.5 |
| openchat_3.5-16k-GGUF | low | BBH CoT | Unknown | TheBloke | 257 | NurtureAI/openchat_3.5-16k | 55.5 |
| openchat_3.5-GPTQ | low | BBH CoT | Unknown | TheBloke | 258 | openchat/openchat_3.5 | 55.5 |
| OLMoE-1B-7B-0125-Instruct | medium | **HumanEval+** | olmoe-1b-7b-0125-dpo | allenai | 259 | allenai/OLMoE-1B-7B-0125-DPO | 54.37 |
| OLMoE-1B-7B-0125-DPO | medium | **HumanEval+** | Unknown | allenai | 260 | allenai/OLMoE-1B-7B-0125-SFT | 54.37 |
| OLMoE-1B-7B-0125-SFT | medium | **HumanEval+** | olmoe-1b-7b-0125 | allenai | 261 | allenai/OLMoE-1B-7B-0125 | 54.37 |
| Falcon-H1-3B-Base | medium | HumanEval+ | falcon-h1-3b-base | tiiuae | 262 | tiiuae/Falcon-H1-3B-Base | 53.66 |
| Falcon-H1-1.5B-Deep-Base | medium | HumanEval | falcon-h1-1-5b-deep-base | tiiuae | 263 | tiiuae/Falcon-H1-1.5B-Deep-Base | 52.44 |
| Falcon-H1-0.5B-Instruct | medium | HumanEval | falcon-h1-0-5b-base | tiiuae | 264 | tiiuae/Falcon-H1-0.5B-Base | 51.83 |
| speechless-tora-code-7B-v1.0-GGUF | medium | -python | Unknown | TheBloke | 265 | uukuguy/speechless-tora-code-7b-v1.0 | 51.83 |
| Falcon-H1-0.5B-Instruct-GGUF | medium | HumanEval | falcon-h1-0-5b-base | tiiuae | 266 | tiiuae/Falcon-H1-0.5B-Base | 51.83 |
| Falcon-H1-0.5B-Instruct-GGUF | medium | HumanEval | falcon-h1-0-5b-instruct | unsloth | 267 | tiiuae/Falcon-H1-0.5B-Instruct | 51.83 |
| Falcon-H1-1.5B-Base | medium | HumanEval | falcon-h1-1-5b-base | tiiuae | 268 | tiiuae/Falcon-H1-1.5B-Base | 50 |
| CodeFuse-CodeLlama-34B-GGUF | high | Unknown | Unknown | TheBloke | 269 | codefuse-ai/CodeFuse-CodeLlama-34B | 48.8 |
| DeepSeek-V2-Chat | medium | **HumanEval** | deepseek-v2-chat | deepseek-ai | 270 | deepseek-ai/DeepSeek-V2-Chat | 48.2 |
| DeepSeek-V2 | medium | **HumanEval** | deepseek-v2 | deepseek-ai | 271 | deepseek-ai/DeepSeek-V2 | 48.2 |
| Qwen-14B-Chat-Int8 | high | Unknown | qwen-14b | Qwen | 272 | Qwen/Qwen-14B | 48.2 |
| Qwen2-0.5B | medium | HumanEval | qwen2-0-5b | Qwen | 273 | Qwen/Qwen2-0.5B | 47.6 |
| Qwen2-1.5B | medium | HumanEval | qwen2-1-5b | Qwen | 274 | Qwen/Qwen2-1.5B | 47.6 |
| Falcon-H1-1.5B-Deep-Base | medium | HumanEval+ | falcon-h1-1-5b-deep-base | tiiuae | 275 | tiiuae/Falcon-H1-1.5B-Deep-Base | 46.34 |
| Qwen2-72B | medium | HumanEval | qwen2-72b | Qwen | 276 | Qwen/Qwen2-72B | 45.7 |
| Qwen-14B-Chat-Int4 | high | Unknown | qwen-14b | Qwen | 277 | Qwen/Qwen-14B | 45.7 |
| Falcon-H1-0.5B-Instruct | medium | HumanEval+ | falcon-h1-0-5b-base | tiiuae | 278 | tiiuae/Falcon-H1-0.5B-Base | 45.12 |
| Falcon-H1-0.5B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-0-5b-base | tiiuae | 279 | tiiuae/Falcon-H1-0.5B-Base | 45.12 |
| Falcon-H1-0.5B-Instruct-GGUF | medium | HumanEval+ | falcon-h1-0-5b-instruct | unsloth | 280 | tiiuae/Falcon-H1-0.5B-Instruct | 45.12 |
| Qwen2-57B-A14B-Instruct | medium | HumanEval | qwen2-57b-a14b | Qwen | 281 | Qwen/Qwen2-57B-A14B | 45.1 |
| Qwen-14B-Chat | low | Unknown | qwen-14b-chat | Qwen | 282 | Qwen/Qwen-14B-Chat | 43.9 |
| Qwen-14B-Chat-GPTQ | low | Unknown | qwen-14b-chat | TheBloke | 283 | Qwen/Qwen-14B-Chat | 43.9 |
| Qwen-14B-Chat-AWQ | low | Unknown | qwen-14b-chat | TheBloke | 284 | Qwen/Qwen-14B-Chat | 43.9 |
| internlm2-chat-7b | medium | HumanEval | internlm2-chat-7b | internlm | 285 | internlm/internlm2-chat-7b | 43.3 |
| internlm2-7b | medium | HumanEval | Unknown | internlm | 286 | internlm/internlm2-7b | 43.3 |
| internlm2-chat-20b | medium | HumanEval | internlm2-chat-20b | internlm | 287 | internlm/internlm2-chat-20b | 43.3 |
| internlm2-20b | medium | HumanEval | Unknown | internlm | 288 | internlm/internlm2-20b | 43.3 |
| internlm2-base-7b | medium | HumanEval | Unknown | internlm | 289 | internlm/internlm2-base-7b | 43.3 |
| internlm2-base-20b | medium | HumanEval | Unknown | internlm | 290 | internlm/internlm2-base-20b | 43.3 |
| internlm2-chat-7b-sft | medium | HumanEval | internlm2-chat-7b-sft | internlm | 291 | internlm/internlm2-chat-7b-sft | 43.3 |
| internlm2-chat-20b-sft | medium | HumanEval | internlm2-chat-20b-sft | internlm | 292 | internlm/internlm2-chat-20b-sft | 43.3 |
| Falcon-H1-1.5B-Base | medium | HumanEval+ | falcon-h1-1-5b-base | tiiuae | 293 | tiiuae/Falcon-H1-1.5B-Base | 42.68 |
| gemma-3-270m | medium | [HumanEval][] | gemma-3-270m | 294 | google/gemma-3-270m | 41.5 | |
| gemma-3-270m-it | medium | [HumanEval][] | gemma-3-270m | 295 | google/gemma-3-270m | 41.5 | |
| gemma-3-270m-it-GGUF | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 296 | google/gemma-3-270m-it | 41.5 |
| gemma-3-270m-it | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 297 | google/gemma-3-270m-it | 41.5 |
| gemma-3-270m-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 298 | google/gemma-3-270m-it | 41.5 |
| gemma-3-270m-it-qat-GGUF | medium | [HumanEval][] | gemma-3-270m-it-qat-q4-0-unquantized | unsloth | 299 | google/gemma-3-270m-it-qat-q4_0-unquantized | 41.5 |
| gemma-3-270m | medium | [HumanEval][] | gemma-3-270m | unsloth | 300 | google/gemma-3-270m | 41.5 |
| gemma-3-270m-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 301 | google/gemma-3-270m-it | 41.5 |
| gemma-3-270m-it-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-270m-it | 302 | google/gemma-3-270m-it | 41.5 | |
| gemma-3-270m-it-bnb-4bit | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 303 | google/gemma-3-270m-it | 41.5 |
| gemma-3-270m-it-qat | medium | [HumanEval][] | gemma-3-270m-it-qat-q4-0-unquantized | unsloth | 304 | google/gemma-3-270m-it-qat-q4_0-unquantized | 41.5 |
| gemma-3-270m-bnb-4bit | medium | [HumanEval][] | gemma-3-270m | unsloth | 305 | google/gemma-3-270m | 41.5 |
| gemma-3-270m-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-270m | 306 | google/gemma-3-270m | 41.5 | |
| gemma-3-270m-it-GGUF | medium | [HumanEval][] | gemma-3-270m | Mungert | 307 | google/gemma-3-270m | 41.5 |
| gemma-3-270m-it-torchao-FP8 | medium | [HumanEval][] | gemma-3-270m-it | unsloth | 308 | google/gemma-3-270m-it | 41.5 |
| gemma-2-9b-it | medium | [HumanEval][] | gemma-2-9b | 309 | google/gemma-2-9b | 40.2 | |
| gemma-2-27b-it | medium | [HumanEval][] | gemma-2-27b | 310 | google/gemma-2-27b | 40.2 | |
| gemma-2-9b | medium | [HumanEval][] | gemma-2-9b | 311 | google/gemma-2-9b | 40.2 | |
| gemma-2-27b | medium | [HumanEval][] | gemma-2-27b | 312 | google/gemma-2-27b | 40.2 | |
| Qwen-7B-Chat | low | Unknown | qwen-7b-chat | Qwen | 313 | Qwen/Qwen-7B-Chat | 37.2 |
| Qwen-7B-Chat-GPTQ | low | Unknown | qwen-7b-chat | TheBloke | 314 | Qwen/Qwen-7B-Chat | 37.2 |
| Qwen-7B-Chat-AWQ | low | Unknown | qwen-7b-chat | TheBloke | 315 | Qwen/Qwen-7B-Chat | 37.2 |
| gemma-3-1b-it | medium | [HumanEval][] | gemma-3-1b-pt | 316 | google/gemma-3-1b-pt | 36 | |
| gemma-3-4b-it | medium | [HumanEval][] | gemma-3-4b-pt | 317 | google/gemma-3-4b-pt | 36 | |
| gemma-3-12b-it | medium | [HumanEval][] | gemma-3-12b-pt | 318 | google/gemma-3-12b-pt | 36 | |
| gemma-3-27b-it | medium | [HumanEval][] | gemma-3-27b-pt | 319 | google/gemma-3-27b-pt | 36 | |
| gemma-3-4b-it | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 320 | google/gemma-3-4b-it | 36 |
| gemma-3-1b-it-GGUF | medium | [HumanEval][] | gemma-3-1b-pt | ggml-org | 321 | google/gemma-3-1b-it | 36 |
| gemma-3-12b-it-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-12b-pt | 322 | google/gemma-3-12b-it | 36 | |
| gemma-3-1b-it | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 323 | google/gemma-3-1b-it | 36 |
| gemma-3-12b-it-GGUF | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 324 | google/gemma-3-12b-it | 36 |
| gemma-3-4b-pt | medium | [HumanEval][] | gemma-3-4b-pt | 325 | google/gemma-3-4b-pt | 36 | |
| gemma-3-12b-it-qat-GGUF | medium | [HumanEval][] | gemma-3-12b-it-qat-q4-0-unquantized | unsloth | 326 | google/gemma-3-12b-it-qat-q4_0-unquantized | 36 |
| gemma-3-27b-it | medium | [HumanEval][] | gemma-3-27b-it | unsloth | 327 | google/gemma-3-27b-it | 36 |
| gemma-3-1b-pt | medium | [HumanEval][] | gemma-3-1b-pt | 328 | google/gemma-3-1b-pt | 36 | |
| gemma-3-4b-it-GGUF | medium | [HumanEval][] | gemma-3-4b-pt | ggml-org | 329 | google/gemma-3-4b-it | 36 |
| gemma-3-4b-it-GGUF | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 330 | google/gemma-3-4b-it | 36 |
| gemma-3-1b-it-GGUF | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 331 | google/gemma-3-1b-it | 36 |
| gemma-3-12b-pt | medium | [HumanEval][] | Unknown | 332 | google/gemma-3-12b | 36 | |
| gemma-3-12b-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 333 | google/gemma-3-12b-it | 36 |
| gemma-3-4b-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 334 | google/gemma-3-4b-it | 36 |
| gemma-3-12b-it | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 335 | google/gemma-3-12b-pt | 36 |
| gemma-3-27b-it-GGUF | medium | [HumanEval][] | gemma-3-27b-it | unsloth | 336 | google/gemma-3-27b-it | 36 |
| gemma-3-1b-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 337 | google/gemma-3-1b-it | 36 |
| gemma-3-4b-it-bnb-4bit | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 338 | google/gemma-3-4b-it | 36 |
| gemma-3-4b-pt | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 339 | google/gemma-3-4b-pt | 36 |
| gemma-3-27b-pt | medium | [HumanEval][] | gemma-3-27b-pt | 340 | google/gemma-3-27b-pt | 36 | |
| gemma-3-12b-it-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 341 | google/gemma-3-12b-it | 36 |
| gemma-3-27b-it-GGUF | medium | [HumanEval][] | gemma-3-27b-it | ggml-org | 342 | google/gemma-3-27b-it | 36 |
| gemma-3-12b-pt | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 343 | google/gemma-3-12b-pt | 36 |
| gemma-3-27b-it-bnb-4bit | medium | [HumanEval][] | gemma-3-27b-it | unsloth | 344 | google/gemma-3-27b-it | 36 |
| gemma-3-27b-it-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-27b-it | unsloth | 345 | google/gemma-3-27b-it | 36 |
| gemma-3-1b-pt | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 346 | google/gemma-3-1b-pt | 36 |
| gemma-3-12b-it-GGUF | medium | [HumanEval][] | gemma-3-12b-pt | ggml-org | 347 | google/gemma-3-12b-it | 36 |
| gemma-3-4b-it-qat-GGUF | medium | [HumanEval][] | gemma-3-4b-it-qat-q4-0-unquantized | unsloth | 348 | google/gemma-3-4b-it-qat-q4_0-unquantized | 36 |
| gemma-3-12b-it-qat-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-it-qat-q4-0-unquantized | unsloth | 349 | google/gemma-3-12b-it-qat-q4_0-unquantized | 36 |
| gemma-3-12b-it-qat-int4-GGUF | medium | [HumanEval][] | gemma-3-12b-it-qat-int4-unquantized | unsloth | 350 | google/gemma-3-12b-it-qat-int4-unquantized | 36 |
| gemma-3-4b-it-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-4b-pt | 351 | google/gemma-3-4b-it | 36 | |
| gemma-3-4b-it-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-4b-pt | 352 | google/gemma-3-4b-it | 36 | |
| gemma-3-4b-pt-bnb-4bit | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 353 | google/gemma-3-4b-pt | 36 |
| gemma-3-27b-it-qat-GGUF | medium | [HumanEval][] | gemma-3-27b-it-qat-q4-0-unquantized | unsloth | 354 | google/gemma-3-27b-it-qat-q4_0-unquantized | 36 |
| gemma-3-12b-it-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-12b-pt | 355 | google/gemma-3-12b-it | 36 | |
| gemma-3-1b-it-bnb-4bit | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 356 | google/gemma-3-1b-it | 36 |
| gemma-3-1b-it-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-1b-pt | 357 | google/gemma-3-1b-it | 36 | |
| gemma-3-4b-pt-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 358 | google/gemma-3-4b-pt | 36 |
| gemma-3-12b-it-qat | medium | [HumanEval][] | gemma-3-12b-it-qat-q4-0-unquantized | unsloth | 359 | google/gemma-3-12b-it-qat-q4_0-unquantized | 36 |
| gemma-3-1b-pt-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 360 | google/gemma-3-1b-pt | 36 |
| gemma-3-4b-it-FP8-Dynamic | medium | [HumanEval][] | gemma-3-4b-pt | unsloth | 361 | google/gemma-3-4b-it | 36 |
| gemma-3-12b-pt-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 362 | google/gemma-3-12b-pt | 36 |
| gemma-3-12b-it-qat-int4-unquantized | medium | [HumanEval][] | gemma-3-12b-pt | 363 | google/gemma-3-12b-it | 36 | |
| gemma-3-27b-it-GGUF | medium | [HumanEval][] | gemma-3-27b-pt | Mungert | 364 | google/gemma-3-27b-pt | 36 |
| gemma-3-27b-it-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-27b-it | 365 | google/gemma-3-27b-it | 36 | |
| gemma-3-12b-pt-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 366 | google/gemma-3-12b-pt | 36 |
| gemma-3-27b-it-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-27b-it | 367 | google/gemma-3-27b-it | 36 | |
| gemma-3-27b-it-qat-q4_0-GGUF | medium | [HumanEval][] | gemma-3-27b-it | Mungert | 368 | google/gemma-3-27b-it | 36 |
| gemma-3-4b-it-qat-bnb-4bit | medium | [HumanEval][] | gemma-3-4b-it-qat-q4-0-unquantized | unsloth | 369 | google/gemma-3-4b-it-qat-q4_0-unquantized | 36 |
| gemma-3-1b-pt-bnb-4bit | medium | [HumanEval][] | gemma-3-1b-pt | unsloth | 370 | google/gemma-3-1b-pt | 36 |
| gemma-3-27b-pt | medium | [HumanEval][] | gemma-3-27b-pt | unsloth | 371 | google/gemma-3-27b-pt | 36 |
| gemma-3-12b-it-FP8-Dynamic | medium | [HumanEval][] | gemma-3-12b-pt | unsloth | 372 | google/gemma-3-12b-pt | 36 |
| gemma-3-1b-it-qat-int4-unquantized | medium | [HumanEval][] | gemma-3-1b-pt | 373 | google/gemma-3-1b-it | 36 | |
| gemma-3-27b-pt-bnb-4bit | medium | [HumanEval][] | gemma-3-27b-pt | unsloth | 374 | google/gemma-3-27b-pt | 36 |
| gemma-3-12b-it-qat-unsloth-bnb-4bit | medium | [HumanEval][] | gemma-3-12b-it-qat-q4-0-unquantized | unsloth | 375 | google/gemma-3-12b-it-qat-q4_0-unquantized | 36 |
| gemma-3-12b-pt-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-12b-pt | 376 | google/gemma-3-12b-pt | 36 | |
| gemma-3-4b-it-qat | medium | [HumanEval][] | gemma-3-4b-it-qat-q4-0-unquantized | unsloth | 377 | google/gemma-3-4b-it-qat-q4_0-unquantized | 36 |
| gemma-3-1b-it-qat-q4_0-unquantized | medium | [HumanEval][] | gemma-3-1b-pt | 378 | google/gemma-3-1b-it | 36 | |
| gemma-3-1b-it-qat | medium | [HumanEval][] | gemma-3-1b-it-qat-q4-0-unquantized | unsloth | 379 | google/gemma-3-1b-it-qat-q4_0-unquantized | 36 |
| gemma-3-27b-it-qat | medium | [HumanEval][] | gemma-3-27b-it-qat-q4-0-unquantized | unsloth | 380 | google/gemma-3-27b-it-qat-q4_0-unquantized | 36 |
| gemma-3-4b-pt-qat-q4_0-gguf | medium | [HumanEval][] | gemma-3-4b-pt | 381 | google/gemma-3-4b-pt | 36 | |
| Falcon-H1-0.5B-Base | medium | HumanEval | falcon-h1-0-5b-base | tiiuae | 382 | tiiuae/Falcon-H1-0.5B-Base | 35.98 |
| internlm2_5-1_8b | medium | HUMANEVAL | Unknown | internlm | 383 | internlm/internlm2_5-1_8b | 35.98 |
| Qwen-7B-Chat-Int8 | high | Unknown | qwen-7b | Qwen | 384 | Qwen/Qwen-7B | 34.8 |
| speechless-mistral-dolphin-orca-platypus-samantha-7B-GGUF | medium | -python | speechless-mistral-dolphin-orca-platypus-samantha-7b | TheBloke | 385 | uukuguy/speechless-mistral-dolphin-orca-platypus-samantha-7b | 34.15 |
| Olmo-3-1025-7B | low | Unknown | olmo-3-1025-7b | allenai | 386 | allenai/Olmo-3-1025-7B | 31.6 |
| Olmo-Hybrid-7B | low | Unknown | olmo-hybrid-7b | allenai | 387 | allenai/Olmo-Hybrid-7B | 31.6 |
| Olmo-3-1025-7B-GGUF | low | Unknown | olmo-3-1025-7b | Mungert | 388 | allenai/Olmo-3-1025-7B | 31.6 |
| Falcon-H1-0.5B-Base | medium | HumanEval+ | falcon-h1-0-5b-base | tiiuae | 389 | tiiuae/Falcon-H1-0.5B-Base | 31.1 |
| bitnet-b1.58-2B-4T-gguf | medium | HumanEval+ | bitnet-b1-58-2b-4t-bf16 | microsoft | 390 | microsoft/bitnet-b1.58-2B-4T-bf16 | 31.1 |
| bitnet-b1.58-2B-4T | medium | HumanEval+ | bitnet-b1-58-2b-4t | microsoft | 391 | microsoft/bitnet-b1.58-2B-4T | 31.1 |
| bitnet-b1.58-2B-4T-bf16 | medium | HumanEval+ | bitnet-b1-58-2b-4t-bf16 | microsoft | 392 | microsoft/bitnet-b1.58-2B-4T-bf16 | 31.1 |
| Qwen-7B-Chat-Int4 | high | Unknown | qwen-7b | Qwen | 393 | Qwen/Qwen-7B | 29.9 |
| Qwen2-7B | medium | HumanEval | qwen2-7b | Qwen | 394 | Qwen/Qwen2-7B | 29.3 |
| Qwen2-57B-A14B | medium | HumanEval | qwen2-57b-a14b | Qwen | 395 | Qwen/Qwen2-57B-A14B | 29.3 |
| Qwen-1_8B-Chat-Int8 | high | Unknown | qwen-1-8b | Qwen | 396 | Qwen/Qwen-1_8B | 27.4 |
| Ministral-8B-Instruct-2410 | low | Unknown | ministral-8b-instruct-2410 | mistralai | 397 | mistralai/Ministral-8B-Instruct-2410 | 26.8 |
| DeepSeek-V2-Lite-Chat | medium | **HumanEval** | deepseek-v2-lite-chat | deepseek-ai | 398 | deepseek-ai/DeepSeek-V2-Lite-Chat | 26.2 |
| DeepSeek-V2-Lite | medium | **HumanEval** | deepseek-v2-lite | deepseek-ai | 399 | deepseek-ai/DeepSeek-V2-Lite | 26.2 |
| internlm2-chat-1_8b | medium | HumanEval | internlm2-chat-1-8b | internlm | 400 | internlm/internlm2-chat-1_8b | 25 |
| internlm2-1_8b | medium | HumanEval | Unknown | internlm | 401 | internlm/internlm2-1_8b | 25 |
| Qwen-1_8B-Chat-Int4 | high | Unknown | qwen-1-8b | Qwen | 402 | Qwen/Qwen-1_8B | 25 |
| internlm2-chat-1_8b-sft | medium | HumanEval | internlm2-chat-1-8b-sft | internlm | 403 | internlm/internlm2-chat-1_8b-sft | 25 |
| Nanbeige-16B-Base-GGUF | high | Unknown | Unknown | TheBloke | 404 | Nanbeige/Nanbeige-16B-Base | 24.56 |
| gemma-1.1-2b-it | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | gemma-1-1-2b-it | 405 | google/gemma-1.1-2b-it | 22 | |
| gemma-2b | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 406 | google/gemma-2b-it-pytorch | 22 | |
| gemma-2b-it | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 407 | google/gemma-2b-it-pytorch | 22 | |
| gemma-7b | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 408 | google/gemma-7b-it-quant-pytorch | 22 | |
| gemma-7b-it | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | gemma-7b | 409 | google/gemma-7b | 22 | |
| gemma-1.1-7b-it | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | gemma-1-1-7b-it | 410 | google/gemma-1.1-7b-it | 22 | |
| gemma-2b-AWQ | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 411 | google/gemma-2b-it-pytorch | 22 | |
| gemma-7b | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | alpindale | 412 | google/gemma-7b-it-quant-pytorch | 22 |
| gemma-2b | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | alpindale | 413 | google/gemma-2b-it-pytorch | 22 |
| gemma-7b-AWQ | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 414 | google/gemma-7b-it-quant-pytorch | 22 | |
| gemma-7b-it | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | alpindale | 415 | google/gemma-7b-it-quant-pytorch | 22 |
| gemma-7b-GGUF | medium | [HumanEval](https://arxiv.org/abs/2107.03374) | Unknown | 416 | google/gemma-7b-it-quant-pytorch | 22 | |
| WizardCoder-15B-1.0-GPTQ | low | Unknown | Unknown | TheBloke | 417 | — | 18.3 |
| gemma-2-2b-it | medium | [HumanEval][] | gemma-2-2b | 418 | google/gemma-2-2b | 17.7 | |
| gemma-2-2b | medium | [HumanEval][] | gemma-2-2b | 419 | google/gemma-2-2b | 17.7 | |
| internlm-chat-7b | medium | HumanEval | Unknown | internlm | 420 | internlm/internlm-chat-7b | 14 |
| internlm-7b | medium | HumanEval | Unknown | internlm | 421 | internlm/internlm-7b | 14 |
| Qwen-72B | low | Unknown | qwen-72b | Qwen | 422 | Qwen/Qwen-72B | 12.8 |
| Qwen-7B | low | Unknown | qwen-7b | Qwen | 423 | Qwen/Qwen-7B | 12.8 |
| Qwen-14B | low | Unknown | qwen-14b | Qwen | 424 | Qwen/Qwen-14B | 12.8 |
| Qwen2-1.5B-Instruct | medium | HumanEval | qwen2-1-5b-instruct | Qwen | 425 | Qwen/Qwen2-1.5B-Instruct | 9.1 |
| Qwen2-0.5B-Instruct | medium | HumanEval | qwen2-0-5b | Qwen | 426 | Qwen/Qwen2-0.5B | 9.1 |
| t5gemma-2-270m-270m | medium | [HumanEval] | t5gemma-2-270m-270m | 427 | google/t5gemma-2-270m-270m | 4.3 | |
| t5gemma-2-4b-4b | medium | [HumanEval] | t5gemma-2-4b-4b | 428 | google/t5gemma-2-4b-4b | 4.3 | |
| t5gemma-2-1b-1b | medium | [HumanEval] | t5gemma-2-1b-1b | 429 | google/t5gemma-2-1b-1b | 4.3 |
Provenance & metadata (1)
source
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- leaderboard-scrape
- paths
- benchmarks/humaneval.html