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LLM Stats
HumanEval
A benchmark that measures functional correctness for synthesizing programs from docstrings, consisting of 164 original programming problems assessing language comprehension, algorithms, and simple mathematics
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- 2021-07-08
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 66
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| MiniCPM-SALA | 0.9512 | Not recorded | Not recorded | 2026-02-11 · model_announcement | LLM Stats |
| Kimi K2 0905 | 0.945 | Not recorded | Not recorded | 2025-09-05 · model_announcement | LLM Stats |
| Claude 3.5 Sonnet | 0.937 | Not recorded | Not recorded | 2024-10-22 · model_announcement | LLM Stats |
| GPT-5 | 0.934 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| Kimi K2 Instruct | 0.933 | Not recorded | Not recorded | 2025-07-11 · model_announcement | LLM Stats |
| Qwen2.5-Coder 32B Instruct | 0.927 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| o1-mini | 0.924 | Not recorded | Not recorded | 2024-09-12 · model_announcement | LLM Stats |
| Sarvam-30B | 0.921 | Not recorded | Not recorded | 2026-03-06 · model_announcement | LLM Stats |
| Mistral Large 2 | 0.92 | Not recorded | Not recorded | 2024-07-24 · model_announcement | LLM Stats |
| Claude 3.5 Sonnet | 0.92 | Not recorded | Not recorded | 2024-06-21 · model_announcement | LLM Stats |
| Qwen2.5 VL 32B Instruct | 0.915 | Not recorded | Not recorded | 2025-02-28 · model_announcement | LLM Stats |
| GPT-4o | 0.902 | Not recorded | Not recorded | 2024-05-13 · model_announcement | LLM Stats |
| Granite 3.3 8B Instruct | 0.8973 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Granite 3.3 8B Base | 0.8973 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Gemini Diffusion | 0.896 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Nova Pro | 0.89 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Llama 3.1 405B Instruct | 0.89 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| DeepSeek-V2.5 | 0.89 | Not recorded | Not recorded | 2024-05-08 · model_announcement | LLM Stats |
| LongCat-Flash-Chat | 0.8841 | Not recorded | Not recorded | 2025-08-29 · model_announcement | LLM Stats |
| Mistral Small 3.1 24B Instruct | 0.8841 | Not recorded | Not recorded | 2025-03-17 · model_announcement | LLM Stats |
| Llama 3.3 70B Instruct | 0.884 | Not recorded | Not recorded | 2024-12-06 · model_announcement | LLM Stats |
| Qwen2.5-Coder 7B Instruct | 0.884 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Qwen2.5 32B Instruct | 0.884 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Grok-2 | 0.884 | Not recorded | Not recorded | 2024-08-13 · model_announcement | LLM Stats |
| o1 | 0.881 | Not recorded | Not recorded | 2024-12-17 · model_announcement | LLM Stats |
| Claude 3.5 Haiku | 0.881 | Not recorded | Not recorded | 2024-10-22 · model_announcement | LLM Stats |
| GPT-4.5 | 0.88 | Not recorded | Not recorded | 2025-02-27 · model_announcement | LLM Stats |
| Gemma 3 27B | 0.878 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| GPT-4o mini | 0.872 | Not recorded | Not recorded | 2024-07-18 · model_announcement | LLM Stats |
| GPT-4 Turbo | 0.871 | Not recorded | Not recorded | 2024-04-09 · model_announcement | LLM Stats |
| Qwen2.5 72B Instruct | 0.866 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Qwen2 72B Instruct | 0.86 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Grok-2 mini | 0.857 | Not recorded | Not recorded | 2024-08-13 · model_announcement | LLM Stats |
| Gemma 3 12B | 0.854 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| Nova Lite | 0.854 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Claude 3 Opus | 0.849 | Not recorded | Not recorded | 2024-02-29 · model_announcement | LLM Stats |
| Mistral Small 3 24B Instruct | 0.848 | Not recorded | Not recorded | 2025-01-30 · model_announcement | LLM Stats |
| Qwen2.5 7B Instruct | 0.848 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Gemini 1.5 Pro | 0.841 | Not recorded | Not recorded | 2024-05-01 · model_announcement | LLM Stats |
| Qwen2.5 14B Instruct | 0.835 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Phi 4 | 0.826 | Not recorded | Not recorded | 2024-12-12 · model_announcement | LLM Stats |
| IBM Granite 4.0 Tiny Preview | 0.824 | Not recorded | Not recorded | 2025-05-02 · model_announcement | LLM Stats |
| Nova Micro | 0.811 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Codestral-22B | 0.811 | Not recorded | Not recorded | 2024-05-29 · model_announcement | LLM Stats |
| Llama 3.1 70B Instruct | 0.805 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Qwen2 7B Instruct | 0.799 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Qwen2.5-Omni-7B | 0.787 | Not recorded | Not recorded | 2025-03-27 · model_announcement | LLM Stats |
| Claude 3 Haiku | 0.759 | Not recorded | Not recorded | 2024-03-13 · model_announcement | LLM Stats |
| Gemma 3n E4B Instructed | 0.75 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E4B Instructed LiteRT Preview | 0.75 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Gemini 1.5 Flash | 0.743 | Not recorded | Not recorded | 2024-05-01 · model_announcement | LLM Stats |
| Grok-1.5 | 0.741 | Not recorded | Not recorded | 2024-03-28 · model_announcement | LLM Stats |
| Claude 3 Sonnet | 0.73 | Not recorded | Not recorded | 2024-02-29 · model_announcement | LLM Stats |
| Llama 3.1 8B Instruct | 0.726 | Not recorded | Not recorded | 2024-07-23 · model_announcement | LLM Stats |
| Pixtral-12B | 0.72 | Not recorded | Not recorded | 2024-09-17 · model_announcement | LLM Stats |
| Gemma 3 4B | 0.713 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| Phi-3.5-MoE-instruct | 0.707 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| GPT-3.5 Turbo | 0.68 | Not recorded | Not recorded | 2023-03-21 · model_announcement | LLM Stats |
| GPT-4 | 0.67 | Not recorded | Not recorded | 2023-06-13 · model_announcement | LLM Stats |
| Gemma 3n E2B Instructed | 0.665 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E2B Instructed LiteRT (Preview) | 0.665 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Phi-3.5-mini-instruct | 0.628 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Gemma 2 27B | 0.518 | Not recorded | Not recorded | 2024-06-27 · model_announcement | LLM Stats |
| Gemma 3 1B | 0.415 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| Gemma 2 9B | 0.402 | Not recorded | Not recorded | 2024-06-27 · model_announcement | LLM Stats |
| Ministral 8B Instruct | 0.348 | Not recorded | Not recorded | 2024-10-16 · model_announcement | LLM Stats |