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 | 92 | 103,346 | OpenAI | Proprietary | 🥇 GPT-4 TurboOpenAI Score94 Win%92 Votes103,346 | ||||||||
| 🥈 | Claude 3 Opus | 92 | 86 | 101,977 | Anthropic | Proprietary | 🥈 Claude 3 OpusAnthropic Score92 Win%86 Votes101,977 | ||||||||
| 🥉 | Codex | 90 | 77 | 98,792 | OpenAI | Proprietary | 🥉 CodexOpenAI Score90 Win%77 Votes98,792 | ||||||||
| 4 | Code Llama 70B | 88 | 85 | 93,911 | Meta | Proprietary | 4 Code Llama 70BMeta Score88 Win%85 Votes93,911 | ||||||||
| 5 | StarCoder 2 | 87 | 87 | 92,499 | BigCode | Proprietary | 5 StarCoder 2BigCode Score87 Win%87 Votes92,499 | ||||||||
| 6 | WizardCoder | 85 | 78 | 89,978 | WizardLM | Proprietary | 6 WizardCoderWizardLM Score85 Win%78 Votes89,978 | ||||||||
| 7 | Phind CodeLlama | 83 | 68 | 90,938 | Phind | Proprietary | 7 Phind CodeLlamaPhind Score83 Win%68 Votes90,938 | ||||||||
| 8 | Replit Code v1.5 | 82 | 78 | 85,584 | Replit | Proprietary | 8 Replit Code v1.5Replit Score82 Win%78 Votes85,584 | ||||||||
| 9 | CodeGen2 | 79 | 81 | 87,598 | Salesforce | Proprietary | 9 CodeGen2Salesforce Score79 Win%81 Votes87,598 | ||||||||
| 10 | InCoder | 78 | 62 | 81,455 | Meta | Proprietary | 10 InCoderMeta Score78 Win%62 Votes81,455 | ||||||||