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 | 82 | 100,710 | OpenAI | Proprietary | 🥇 GPT-4 TurboOpenAI Score94 Win%82 Votes100,710 | ||||||||
| 🥈 | Claude 3 Opus | 92 | 75 | 93,330 | Anthropic | Proprietary | 🥈 Claude 3 OpusAnthropic Score92 Win%75 Votes93,330 | ||||||||
| 🥉 | Codex | 90 | 74 | 97,598 | OpenAI | Proprietary | 🥉 CodexOpenAI Score90 Win%74 Votes97,598 | ||||||||
| 4 | Code Llama 70B | 88 | 88 | 90,796 | Meta | Proprietary | 4 Code Llama 70BMeta Score88 Win%88 Votes90,796 | ||||||||
| 5 | StarCoder 2 | 87 | 75 | 95,177 | BigCode | Proprietary | 5 StarCoder 2BigCode Score87 Win%75 Votes95,177 | ||||||||
| 6 | WizardCoder | 85 | 75 | 86,623 | WizardLM | Proprietary | 6 WizardCoderWizardLM Score85 Win%75 Votes86,623 | ||||||||
| 7 | Phind CodeLlama | 83 | 80 | 91,069 | Phind | Proprietary | 7 Phind CodeLlamaPhind Score83 Win%80 Votes91,069 | ||||||||
| 8 | Replit Code v1.5 | 82 | 77 | 88,987 | Replit | Proprietary | 8 Replit Code v1.5Replit Score82 Win%77 Votes88,987 | ||||||||
| 9 | CodeGen2 | 79 | 68 | 82,745 | Salesforce | Proprietary | 9 CodeGen2Salesforce Score79 Win%68 Votes82,745 | ||||||||
| 10 | InCoder | 78 | 72 | 86,510 | Meta | Proprietary | 10 InCoderMeta Score78 Win%72 Votes86,510 | ||||||||