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 | 76 | 99,523 | OpenAI | Proprietary | 🥇 GPT-4 TurboOpenAI Score94 Win%76 Votes99,523 | ||||||||
| 🥈 | Claude 3 Opus | 92 | 81 | 99,147 | Anthropic | Proprietary | 🥈 Claude 3 OpusAnthropic Score92 Win%81 Votes99,147 | ||||||||
| 🥉 | Codex | 90 | 79 | 93,258 | OpenAI | Proprietary | 🥉 CodexOpenAI Score90 Win%79 Votes93,258 | ||||||||
| 4 | Code Llama 70B | 88 | 72 | 91,759 | Meta | Proprietary | 4 Code Llama 70BMeta Score88 Win%72 Votes91,759 | ||||||||
| 5 | StarCoder 2 | 87 | 79 | 95,872 | BigCode | Proprietary | 5 StarCoder 2BigCode Score87 Win%79 Votes95,872 | ||||||||
| 6 | WizardCoder | 85 | 76 | 91,352 | WizardLM | Proprietary | 6 WizardCoderWizardLM Score85 Win%76 Votes91,352 | ||||||||
| 7 | Phind CodeLlama | 83 | 78 | 86,469 | Phind | Proprietary | 7 Phind CodeLlamaPhind Score83 Win%78 Votes86,469 | ||||||||
| 8 | Replit Code v1.5 | 82 | 70 | 85,019 | Replit | Proprietary | 8 Replit Code v1.5Replit Score82 Win%70 Votes85,019 | ||||||||
| 9 | CodeGen2 | 79 | 79 | 88,965 | Salesforce | Proprietary | 9 CodeGen2Salesforce Score79 Win%79 Votes88,965 | ||||||||
| 10 | InCoder | 78 | 63 | 84,157 | Meta | Proprietary | 10 InCoderMeta Score78 Win%63 Votes84,157 | ||||||||