Code Generation
Models specialized in code generation, completion, and debugging
Last Updated
Nov 9, 2025
Total Votes
85,740
Total Models
10
Single Column
| Rank (UB) | Model | Score | Win% [?] | Votes | Organization | License | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 🥇 | GPT-4 Turbo | 94 | 94 | 95,339 | OpenAI | Proprietary | 🥇 GPT-4 TurboOpenAI Score94 Win%94 Votes95,339 | ||||||||
| 🥈 | Claude 3 Opus | 92 | 84 | 99,657 | Anthropic | Proprietary | 🥈 Claude 3 OpusAnthropic Score92 Win%84 Votes99,657 | ||||||||
| 🥉 | Codex | 90 | 83 | 89,923 | OpenAI | Proprietary | 🥉 CodexOpenAI Score90 Win%83 Votes89,923 | ||||||||
| 4 | Code Llama 70B | 88 | 76 | 89,734 | Meta | Proprietary | 4 Code Llama 70BMeta Score88 Win%76 Votes89,734 | ||||||||
| 5 | StarCoder 2 | 87 | 73 | 95,443 | BigCode | Proprietary | 5 StarCoder 2BigCode Score87 Win%73 Votes95,443 | ||||||||
| 6 | WizardCoder | 85 | 71 | 87,795 | WizardLM | Proprietary | 6 WizardCoderWizardLM Score85 Win%71 Votes87,795 | ||||||||
| 7 | Phind CodeLlama | 83 | 70 | 87,719 | Phind | Proprietary | 7 Phind CodeLlamaPhind Score83 Win%70 Votes87,719 | ||||||||
| 8 | Replit Code v1.5 | 82 | 67 | 85,414 | Replit | Proprietary | 8 Replit Code v1.5Replit Score82 Win%67 Votes85,414 | ||||||||
| 9 | CodeGen2 | 79 | 71 | 80,095 | Salesforce | Proprietary | 9 CodeGen2Salesforce Score79 Win%71 Votes80,095 | ||||||||
| 10 | InCoder | 78 | 65 | 87,212 | Meta | Proprietary | 10 InCoderMeta Score78 Win%65 Votes87,212 | ||||||||