⌨️ Use Case Rankings
Best LLM for Coding (2026)
Top AI models for code generation, debugging, software engineering, and developer productivity.
| # | Model | Composite | Speed |
|---|---|---|---|
| 1 | Claude Opus 4 Anthropic | 97.8 | 45 t/s |
| 2 | o3 OpenAI | 97.1 | 58 t/s |
| 3 | Gemini 2.5 Pro Google | 97.5 | 85 t/s |
| 4 | o4-mini OpenAI | 91.5 | 145 t/s |
| 5 | Claude Sonnet 4 Anthropic | 90.3 | 79 t/s |
| 6 | DeepSeek R1 OpenDeepSeek | 92.3 | 32 t/s |
| 7 | Grok 3 xAI | 88.8 | 55 t/s |
| 8 | Llama 4 Maverick OpenMeta | 87.5 | 120 t/s |
| 9 | Gemini 2.5 Flash Google | 86.7 | 203 t/s |
| 10 | Claude 3.5 Sonnet Anthropic | 88.4 | 82 t/s |
Rankings are based on HUMANEVAL, SWEBENCH, LIVECODEBENCH benchmark results. See Methodology for scoring details.
Other Rankings