Code Generation on LiveCodeBench v6 (Score (%))
91.7ScoreGemini-3-Pro-preview
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-3-Pro-previewModel Size=Closed-APIs2026.03 | 91.7 | — | |
| Gemini-3-Flash-previewModel Size=Closed-APIs2026.03 | 90.8 | — | |
| Claude-Opus-4.5Model Size=Closed-APIs2026.03 | 87.1 | — | |
| GPT-5.1Model Size=Closed-APIs2026.03 | 87 | — | |
| GLM-4.7Model Size=20B+2026.03 | 84.9 | — | |
| Gemini-3-FlashTier=High2026.06 | 84.7 | — | |
| DeepSeek-v3.2Model Size=20B+2026.03 | 83.3 | — | |
| Kimi-K2-ThinkingModel Size=20B+2026.03 | 83.1 | — | |
| Seed2.0 Lite2026.06 | 81.7 | — | |
| IQuest-Coder-V1-40B-Loop-ThinkingModel Size=20B+2026.03 | 81.1 | — | |
| IQuest-Coder-V1-40B-ThinkingModel Size=20B+2026.03 | 77.7 | — | |
| Qwen3-235B-A22B-Thinking-2507Model Size=20B+2026.03 | 74.1 | — | |
| Claude-Sonnet-4.5Model Size=Closed-APIs2026.03 | 73 | — | |
| IQuest-Coder-V1-14B-ThinkingModel Size=13B+2026.03 | 66.3 | — | |
| Seed2.0 Mini2026.06 | 64.1 | — | |
| GPT-5-miniTier=High2026.06 | 62.6 | — | |
| Qwen3-Coder-480B-A35B-InstructModel Size=20B+2026.03 | 53.9 | — | |
| Kimi-K2-Instruct-0905Model Size=20B+2026.03 | 53.7 | — | |
| Qwen3-235B-A22B-Instruct-2507Model Size=20B+2026.03 | 51.8 | — | |
| IQuest-Coder-V1-40B-Loop-InstructModel Size=20B+2026.03 | 48.5 | — | |
| IQuest-Coder-V1-40B-InstructModel Size=20B+2026.03 | 46.9 | — | |
| IQuest-Coder-V1-14B-InstructModel Size=13B+2026.03 | 40 | — | |
| Kimi-Dev-72BModel Size=20B+2026.03 | 40 | — | |
| IQuest-Coder-V1-7B-ThinkingModel Size=6B+2026.03 | 36.6 | — | |
| Qwen3-Coder-30B-A3B-InstructModel Size=13B+2026.03 | 36 | — | |
| DataFlow-Code-1KBase Model=Qwen2.5-14B-Instruct2025.12 | 33.7 | — | |
| Qwen2.5-14B-InstructBase Model=Qwen2.5-14B-Instruct2025.12 | 33.4 | — | |
| DataFlow-Code-5KBase Model=Qwen2.5-14B-Instruct2025.12 | 33.2 | — | |
| DataFlow-Code-10KBase Model=Qwen2.5-14B-Instruct2025.12 | 33.2 | — | |
| KAT-DevModel Size=20B+2026.03 | 32.6 | — | |
| Code Alpaca-1KBase Model=Qwen2.5-14B-Instruct2025.12 | 28.2 | — | |
| Qwen2.5-Coder-32B-InstructModel Size=20B+2026.03 | 27.4 | — | |
| DataFlow-Code-5KBase Model=Qwen2.5-7B-Instruct2025.12 | 26.4 | — | |
| DataFlow-Code-10KBase Model=Qwen2.5-7B-Instruct2025.12 | 26 | — | |
| DataFlow-Code-1KBase Model=Qwen2.5-7B-Instruct2025.12 | 25.7 | — | |
| IQuest-Coder-V1-7B-InstructModel Size=6B+2026.03 | 24.6 | — | |
| Qwen2.5-Coder-14B-InstructModel Size=13B+2026.03 | 24.6 | — | |
| Qwen2.5-7B-InstructBase Model=Qwen2.5-7B-Instruct2025.12 | 23.4 | — | |
| Self-OSSBase Model=Qwen2.5-14B-Instruct2025.12 | 22.3 | — | |
| Seed-Coder-8B-InstructModel Size=6B+2026.03 | 22.3 | — | |
| Self-OSSBase Model=Qwen2.5-7B-Instruct2025.12 | 21.4 | — | |
| DeepSeek-Coder-V2-Lite-InstructModel Size=6B+2026.03 | 19.4 | — | |
| Qwen2.5-Coder-7B-InstructModel Size=6B+2026.03 | 18.9 | — | |
| Code Alpaca-1KBase Model=Qwen2.5-7B-Instruct2025.12 | 18.7 | — | |
| KAT-Dev-72B-ExpModel Size=20B+2026.03 | 16 | — |