math benchmark · included in ECI
GSM8K
GSM8K benchmark (score column: EM).
Results
44
Random baseline
0.0%
Score ceiling
100%
Released
27 Oct 2021
Score by model release date
Best score by organisation
Leaderboard
| # | Model | Score | Relative | Setting | Released | Run | Evidence |
|---|---|---|---|---|---|---|---|
| 1 | DeepSeek-Coder-V2 236B Open source DeepSeek | 94.5% | — | 17 Jun 2024 | — | Source ↗ | |
| 2 | Qwen2.5 Coder 32B Instruct Open source qwen | 93.0% | — | 11 Nov 2024 | — | Source ↗ | |
| 3 | Qwen2.5-Coder-32B Open source Alibaba | 91.1% | — | 18 Sep 2024 | — | Source ↗ | |
| 4 | Phi-3.5-MoE Open source Microsoft | 88.7% | — | 17 Aug 2024 | — | Source ↗ | |
| 5 | Qwen2.5-Coder (7B) Open source Alibaba | 86.7% | — | 18 Sep 2024 | — | Source ↗ | |
| 6 | Phi-3.5-mini Open source Microsoft | 86.2% | — | 16 Aug 2024 | — | Source ↗ | |
| 7 | Gemma 2 9B Open source Google DeepMind | 84.9% | — | 24 Jun 2024 | — | Source ↗ | |
| 8 | Mistral Nemo Open source Mistral | 84.2% | — | 18 Jul 2024 | — | Source ↗ | |
| 9 | Llama 3.1-8B Open source Meta AI | 82.4% | — | 23 Jul 2024 | — | Source ↗ | |
| 10 | Yi-34B Open source 01.AI | 76.0% | — | 2 Nov 2023 | — | Source ↗ | |
| 11 | Mixtral 8x7B Open source Mistral AI | 74.4% | — | 11 Dec 2023 | — | Source ↗ | |
| 12 | Stable Beluga 2 Open source Stability AI | 69.6% | — | 20 Jul 2023 | — | Source ↗ | |
| 13 | Llama 2-70B Open source Meta AI | 69.6% | — | 18 Jul 2023 | — | Source ↗ | |
| 14 | Qwen2.5-Coder (1.5B) Open source Alibaba | 65.8% | — | 18 Sep 2024 | — | Source ↗ | |
| 15 | Qwen-14B Open source Alibaba | 61.3% | — | 24 Sep 2023 | — | Source ↗ | |
| 16 | StarCoder 2 15B Open source Hugging Face,ServiceNow,NVIDIA,BigCode | 57.7% | — | 20 Feb 2024 | — | Source ↗ | |
| 17 | Mistral 7B v0.1 Open source Mistral AI | 54.4% | — | 27 Sep 2023 | — | Source ↗ | |
| 18 | Falcon-180B Open source Technology Innovation Institute | 54.4% | — | 6 Sep 2023 | — | Source ↗ | |
| 19 | LLaMA-65B Open source Meta AI | 54.4% | — | 24 Feb 2023 | — | Source ↗ | |
| 20 | Falcon 2 11B Open source Technology Innovation Institute | 53.8% | — | 9 May 2024 | — | Source ↗ | |
| 21 | Baichuan2-13B Open source Baichuan | 52.8% | — | 6 Sep 2023 | — | Source ↗ | |
| 22 | Qwen-7B Open source Alibaba | 51.7% | — | 28 Sep 2023 | — | Source ↗ | |
| 23 | Gemma 7B Open source Google DeepMind | 46.4% | — | 21 Feb 2024 | — | Source ↗ | |
| 24 | Yi 6B Open source 01.AI | 44.9% | — | 22 Nov 2023 | — | Source ↗ | |
| 25 | LLaMA-33B Open source Meta AI | 44.1% | — | 24 Feb 2023 | — | Source ↗ | |
| 26 | Llama 2-13B Open source Meta AI | 36.9% | — | 18 Jul 2023 | — | Source ↗ | |
| 27 | Mistral 7B v0.2 Open source Mistral AI | 35.4% | — | 11 Dec 2023 | — | Source ↗ | |
| 28 | DeepSeek Coder 33B Open source DeepSeek,Peking University | 35.4% | — | 2 Nov 2023 | — | Source ↗ | |
| 29 | MPT-30B Open source MosaicML | 34.4% | — | 22 Jun 2023 | — | Source ↗ | |
| 30 | Falcon-40B Open source Technology Innovation Institute | 33.8% | — | 25 May 2023 | — | Source ↗ | |
| 31 | StarCoder 2 7B Open source Hugging Face,ServiceNow,NVIDIA,BigCode | 32.7% | — | 20 Feb 2024 | — | Source ↗ | |
| 32 | Baichuan 1-13B Open source Baichuan | 26.8% | — | 11 Jul 2023 | — | Source ↗ | |
| 33 | Baichuan 2-7B Open source Baichuan | 24.6% | — | 20 Sep 2023 | — | Source ↗ | |
| 34 | Vicuna-13B-v1.3 Open source Large Model Systems Organization,University of California (UC) Berkeley | 22.6% | — | 18 Jun 2023 | — | Source ↗ | |
| 35 | StarCoder 2 3B Open source Hugging Face,ServiceNow,NVIDIA,BigCode | 21.6% | — | 22 Feb 2024 | — | Source ↗ | |
| 36 | DeepSeek Coder 6.7B Open source DeepSeek,Peking University | 21.3% | — | 2 Nov 2023 | — | Source ↗ | |
| 37 | LLaMA-13B Open source Meta AI | 20.5% | — | 24 Feb 2023 | — | Source ↗ | |
| 38 | Gemma 2B Open source Google DeepMind | 17.7% | — | 21 Feb 2024 | — | Source ↗ | |
| 39 | Llama 2-7B Open source Meta AI | 16.7% | — | 18 Jul 2023 | — | Source ↗ | |
| 40 | LLaMA-7B Open source Meta AI | 11.0% | — | 24 Feb 2023 | — | Source ↗ | |
| 41 | Baichuan1-7B Open source Baichuan | 9.2% | — | 1 Jun 2023 | — | Source ↗ | |
| 42 | MPT-7B Open source MosaicML | 9.1% | — | 5 May 2023 | — | Source ↗ | |
| 43 | Falcon-7B Open source Technology Innovation Institute | 6.8% | — | 24 Apr 2023 | — | Source ↗ | |
| 44 | DeepSeek Coder 1.3B Open source DeepSeek,Peking University | 4.4% | — | 2 Nov 2023 | — | Source ↗ |
Caveats: settings (reasoning effort, agent scaffold) differ between rows and materially affect scores; the best reported setting per model is shown. Source: Epoch AI, CC BY 4.0.