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) |
|---|---|---|---|---|---|---|---|
| #125 | Qwen3.7 Flash medium | Qwen | 6.2 | 6.9 | $0.065 | 1/3 | 46.8s |
| #134 | GLM 5.3 low | Z.ai | 6.2 | 6.8 | $0.257 | 1/3 | 21.0s |
| #135 | MiMo-V2.5-Pro medium | Xiaomi | 6.2 | 6.8 | $0.221 | 1/3 | 92.1s |
| #75 | DeepSeek V4 Pro high | DeepSeek | 6.3 | 7.7 | $0.761 | 1/3 | 243.0s |
| #54 | DeepSeek V4 Flash 0731 high | DeepSeek | 6.3 | 8.0 | $0.134 | 1/3 | 252.7s |
| #121 | Grok 4.20 medium | X AI | 6.3 | 7.0 | $0.805 | 1/3 | 109.9s |
| #55 | GLM 5.2 high | Z.ai | 6.4 | 8.0 | $1.188 | 1/3 | 73.0s |
| #106 | KAT-Coder-Pro V2.5 high | Kwaipilot | 6.4 | 7.2 | $0.506 | 1/3 | 22.0s |
| #103 | DeepSeek V4 Flash 0731 medium | DeepSeek | 6.4 | 7.3 | $0.106 | 1/3 | 198.8s |
| #86 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 6.6 | 7.5 | $0.459 | 1/3 | 180.7s |
| #70 | Claude Opus 4.8 low | Anthropic | 6.6 | 7.8 | $2.089 | 1/3 | 7.58s |
| #83 | GPT-5.6 Terra low | OpenAI | 6.6 | 7.5 | $0.420 | 1/3 | 9.56s |
| #140 | LongCat 2.0 low | Meituan | 6.6 | 6.7 | $0.412 | 1/3 | 479.3s |
| #99 | GLM 5.3 high | Z.ai | 6.6 | 7.3 | $0.403 | 1/3 | 18.9s |
| #161 | Ling-3.0-flash high | Inclusionai | 6.7 | 6.4 | $0.021 | 1/3 | 14.9s |