Coding and software agents
All reportsOpen coding model releases
A focused comparison of open-weight or open-source models positioned for coding, repository work, tool use, and software-engineering agents.
SWE-bench values are included only when the catalog has a sourced claim or verified entry. Vendor-reported scores remain claims until independently verified.
| Model | Lab | License | Params | Context | SWE-bench | Released | Source |
|---|---|---|---|---|---|---|---|
| Kimi K2.6 | Moonshot | Modified MIT | 1T · 32B active | 256K | 80.2% | Mar 30, 2026 | source |
| GLM-5 | Z.ai | MIT | 744B · 40B active | — | 77.8% | Feb 11, 2026 | source |
| Mistral Medium 3.5 | Mistral | Mistral Research / Commercial | 128B | 256K | 77.6% | Mar 18, 2026 | source |
| Qwen3.6-27B | Qwen | Apache-2.0 | 27B | 256K | 77.2% | May 12, 2026 | source |
| Kimi K2.5 | Moonshot | Modified MIT | 1T · 32B active | 256K | 76.8% | Jan 27, 2026 | source |
| GLM-4.7 | Z.ai | MIT | 358B · 32B active | — | 73.8% | Jan 8, 2026 | source |
| Kimi K2 Thinking | Moonshot | Modified MIT | 1T · 32B active | 256K | 71.3% | Nov 6, 2025 | source |
| Qwen3-Coder-Next | Qwen | Apache-2.0 | 80B · 3B active | 262K | 70.6% | Feb 3, 2026 | source |
| DeepSeek-V3.2 | DeepSeek | MIT | 685B · 37B active | 128K | 70% | Dec 1, 2025 | source |
| Kimi K2 Instruct 0905 | Moonshot | Modified MIT | 1T · 32B active | 256K | 69.2% | Sep 5, 2025 | source |
| DeepSeek-V3.1-Terminus | DeepSeek | MIT | 685B · 37B active | 128K | 68.4% | Sep 22, 2025 | source |
| Kimi K2 Instruct | Moonshot | Modified MIT | 1T · 32B active | 128K | 65.8% | Jul 11, 2025 | source |
| Kimi-Dev-72B | Moonshot | MIT | 73B | — | 60.4% | Jun 17, 2025 | source |
| DeepSeek-R1-0528 | DeepSeek | MIT | 671B · 37B active | 128K | 57.6% | May 28, 2025 | source |
| Seed-OSS-36B-Instruct | Seed | Apache-2.0 | 36B | 512K | 56% | Aug 20, 2025 | source |
| MiniMax-M1-80k | MiniMax | Apache-2.0 | 456B · 45.9B active | 1M | 56% | Jun 16, 2025 | source |
| DeepSeek-R1 | DeepSeek | MIT | 671B · 37B active | 128K | 49.2% | Jan 20, 2025 | source |
| Sarvam-105B | Sarvam | Apache-2.0 | 105B · 10.3B active | 128K | 45% | Mar 6, 2026 | source |
| Kimi K2.7 Code | Moonshot | Modified MIT | 1T · 32B active | 262K | - | Jun 18, 2026 | source |
| GLM-5.2 | Z.ai | MIT | 753B | 1M | - | Jun 17, 2026 | source |
| MiniMax-M3 | MiniMax | MiniMax Community License | 428B · 23B active | 1M | - | Jun 16, 2026 | source |
| Nemotron 3 Ultra 550B-A55B | NVIDIA | Nemotron Open Model License | 550B · 55B active | 1M | - | Jun 4, 2026 | source |
| MiniMax-M2.7 | MiniMax | MiniMax Model License | 229.9B · 9.8B active | — | - | May 26, 2026 | source |
| DeepSeek V4-Flash | DeepSeek | MIT | 284B · 13B active | 1M | - | Apr 24, 2026 | source |
| DeepSeek V4-Pro | DeepSeek | MIT | 1.6T · 49B active | 1M | - | Apr 24, 2026 | source |
| Hunyuan-A13B-Instruct | Hunyuan | Tencent Hunyuan A13B License | 80B · 13B active | — | - | Apr 22, 2026 | source |
| GLM-5.1 | Z.ai | MIT | 754B · 40B active | — | - | Apr 8, 2026 | source |
| Gemma 4 31B | DeepMind | Apache-2.0 | 31B | — | - | Apr 2, 2026 | source |
| Nemotron 3 Super 120B-A12B | NVIDIA | Nemotron Open Model License | 120B · 12B active | 1M | - | Mar 16, 2026 | source |
| Step-3.5-Flash | StepFun | Apache-2.0 | 196B · 11B active | 256K | - | Mar 14, 2026 | source |
| Qwen3.5-397B | Qwen | Apache-2.0 | 397B · 17B active | 1M | - | Feb 20, 2026 | source |
| OLMo 3 Think 32B | Ai2 | Apache-2.0 | 32B | — | - | Dec 15, 2025 | source |
| Nemotron 3 Nano 30B-A3B | NVIDIA | Nemotron Open Model License | 30B · 3B active | 1M | - | Dec 15, 2025 | source |
| GLM-4.6V | Z.ai | MIT | 106B | 128K | - | Dec 8, 2025 | source |
| Mistral Large 3 | Mistral | Mistral Research / Commercial | 675B · 41B active | 256K | - | Dec 2, 2025 | source |
| DeepSeek-V3.2-Speciale | DeepSeek | MIT | 685B · 37B active | 128K | - | Dec 1, 2025 | source |
| LFM2 1.2B | Liquid | LFM Open License v1.0 | 1.17B | 33K | - | Nov 28, 2025 | source |
| Kimi-Linear-48B-A3B-Instruct | Moonshot | MIT | 48B · 3B active | 1.0M | - | Oct 31, 2025 | source |
| GLM-4.6 | Z.ai | MIT | 357B · 32B active | 200K | - | Sep 30, 2025 | source |
| DeepSeek-V3.2-Exp | DeepSeek | MIT | 685B · 37B active | 128K | - | Sep 29, 2025 | source |
| DeepSeek-V3.1 | DeepSeek | MIT | 671B · 37B active | 128K | - | Aug 21, 2025 | source |
| gpt-oss-20b | OpenAI | Apache-2.0 | 21B · 3.6B active | 128K | - | Aug 5, 2025 | source |
| gpt-oss-120b | OpenAI | Apache-2.0 | 117B · 5.1B active | 128K | - | Aug 5, 2025 | source |
| Falcon-H1 34B | TII | Falcon LLM License 2.0 | 34B | 256K | - | Jul 31, 2025 | source |
| GLM-4.5 | Z.ai | MIT | 355B · 32B active | 128K | - | Jul 28, 2025 | source |
| GLM-4.5-Air | Z.ai | MIT | 106B · 12B active | 128K | - | Jul 28, 2025 | source |
| EXAONE 4.0 32B | LG AI | EXAONE AI Model License | 32B | — | - | Jul 15, 2025 | source |
| SmolLM3 3B | Hugging Face | Apache-2.0 | 3B | 128K | - | Jul 8, 2025 | source |
| ERNIE-4.5-300B-A47B | Baidu | Apache-2.0 | 300B · 47B active | 128K | - | Jun 30, 2025 | source |
| Magistral Small | Mistral | Apache-2.0 | 24B | 40K | - | Jun 10, 2025 | source |
| Sarvam-M | Sarvam | Sarvam AI License | Undisclosed | — | - | May 21, 2025 | source |
| Phi-4 Reasoning | Microsoft | MIT | 14B | — | - | Apr 30, 2025 | source |
| Granite 3.3 8B | IBM | Apache-2.0 | 8B | 128K | - | Apr 30, 2025 | source |
| Qwen3-235B-A22B | Qwen | Apache-2.0 | 235B · 22B active | 128K | - | Apr 28, 2025 | source |
| Llama 4 Maverick | Meta | Llama 4 Community License | 400B · 17B active | 1M | - | Apr 5, 2025 | source |
| Llama 4 Scout | Meta | Llama 4 Community License | 109B · 17B active | 10M | - | Apr 5, 2025 | source |
| Llama-3.3-Nemotron-Super-49B | NVIDIA | NVIDIA Open Model License | 49B | 128K | - | Apr 2, 2025 | source |
| DeepSeek-V3-0324 | DeepSeek | MIT | 671B · 37B active | 128K | - | Mar 25, 2025 | source |
| Mistral Small 3.1 | Mistral | Apache-2.0 | 24B | 128K | - | Mar 17, 2025 | source |
| OLMo 2 32B | Ai2 | Apache-2.0 | 32B | 4K | - | Mar 13, 2025 | source |
| Command A | Cohere | CC-BY-NC (research) | 111B | 256K | - | Mar 13, 2025 | source |
| Granite 3.2 8B | IBM | Apache-2.0 | 8B | 128K | - | Feb 26, 2025 | source |
| Moonlight-16B-A3B-Instruct | Moonshot | MIT | 16B · 3B active | 8K | - | Feb 24, 2025 | source |
| DeepHermes 3 Llama 3 8B | Nous | Llama 3 Community License | 8B | 8K | - | Feb 18, 2025 | source |
| Dolphin 3.0 Llama 3.1 8B | Cognitive | Llama 3.1 Community License | 8B | 128K | - | Feb 2, 2025 | source |
| Mistral Small 3 | Mistral | Apache-2.0 | 24B | 32K | - | Jan 30, 2025 | source |
| MiniMax-01 | MiniMax | MiniMax Model License | 456B · 45.9B active | 4M | - | Jan 15, 2025 | source |
| DeepSeek-V3 | DeepSeek | MIT | 671B · 37B active | 128K | - | Dec 26, 2024 | source |
| Granite 3.1 8B | IBM | Apache-2.0 | 8B | 128K | - | Dec 18, 2024 | source |
| Falcon 3 10B | TII | TII Falcon License 2.0 | 10B | 32K | - | Dec 17, 2024 | source |
| Command R7B | Cohere | CC-BY-NC 4.0 | 8B | 128K | - | Dec 13, 2024 | source |
| Phi-4 | Microsoft | MIT | 14B | 16K | - | Dec 12, 2024 | source |
| EXAONE 3.5 32B | LG AI | EXAONE AI Model License | 32B | 32K | - | Dec 9, 2024 | source |
| Llama 3.3 70B | Meta | Llama 3.3 Community License | 70B | 128K | - | Dec 6, 2024 | source |
| QwQ-32B-Preview | Qwen | Apache-2.0 | 32B | 32K | - | Nov 28, 2024 | source |
| Tulu 3 405B | Ai2 | Llama 3.1 Community License | 405B | 128K | - | Nov 21, 2024 | source |
| Qwen2.5-Coder-32B | Qwen | Apache-2.0 | 32B | 128K | - | Nov 12, 2024 | source |
| Hunyuan-Large | Hunyuan | Tencent License | 389B · 52B active | 128K | - | Nov 4, 2024 | source |
| SmolLM2 1.7B | Hugging Face | Apache-2.0 | 1.7B | — | - | Nov 4, 2024 | source |
| Granite 3.0 8B | IBM | Apache-2.0 | 8B | 4K | - | Oct 21, 2024 | source |