Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #167 | Kimi K2.7 Code medium | Moonshot AI | 0.8 | 0.7 | $1.136 | 2/3 | 146.7s |
| #64 | Claude Haiku 5.5 low | Anthropic | 0.8 | 0.9 | $0.061 | 2/3 | 7.30s |
| #107 | Gemini 3.5 Flash medium | 0.8 | 0.8 | $1.316 | 2/3 | 12.6s | |
| #74 | Gemini 3.1 Pro Preview medium | 0.8 | 0.8 | $1.585 | 2/3 | 40.2s | |
| #148 | Gemini 3.5 Flash Lite medium | 0.8 | 0.7 | $0.440 | 2/3 | 9.96s | |
| #90 | Seed-2.0-Lite medium | Bytedance Seed | 0.8 | 0.8 | $0.271 | 2/3 | 156.7s |
| #99 | Gemini 3.8 Flash medium | 0.8 | 0.8 | $0.769 | 2/3 | 11.7s | |
| #56 | Qwen3.8 27B high | Qwen | 0.8 | 0.9 | ~$0.298 | 2/3 | 248.6s |
| #172 | Muse Glimmer 30B low | Meta | 0.8 | 0.7 | $0.219 | 2/3 | 16.5s |
| #201 | Mercury 2 medium | Inception | 0.8 | 0.7 | $0.121 | 2/3 | 2.04s |
| #240 | GLM 5 Turbo medium | Z.ai | 0.8 | 0.6 | $0.323 | 2/3 | 45.9s |
| #18 | GPT-6 Sol medium | OpenAI | 0.8 | 0.9 | $0.703 | 2/3 | 11.8s |
| #57 | MiMo-V2.6-Pro medium | Xiaomi | 0.8 | 0.9 | $0.586 | 2/3 | 150.4s |
| #58 | Seed 2.1 Turbo medium | Bytedance Seed | 0.8 | 0.9 | $2.042 | 2/3 | 354.9s |
| #62 | Claude Sonnet 5.5 xhigh | Anthropic | 0.8 | 0.9 | $1.516 | 2/3 | 11.9s |