Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↓.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #229 | Solar Pro 4 high | Upstage | 0.6 | 0.6 | $0.077 | 1/3 | 244.7s |
| #92 | DeepSeek V4 Pro 0423 high | DeepSeek | 0.6 | 0.8 | $0.149 | 1/3 | 243.0s |
| #344 | Nemotron 3.5 Lightning low | NVIDIA | 0.4 | 0.5 | $0.175 | 0/3 | 224.4s |
| #129 | Seed-2.0-Mini medium | Bytedance Seed | 0.6 | 0.8 | $0.140 | 1/3 | 220.5s |
| #175 | Gemma 4 31B medium | 0.4 | 0.7 | $0.144 | 0/3 | 219.8s | |
| #292 | Hy4 preview low | Tencent | 0.5 | 0.5 | $1.844 | 0/3 | 219.1s |
| #217 | Kimi K2.5 medium | Moonshot AI | 0.6 | 0.6 | $0.841 | 1/3 | 217.5s |
| #179 | Kimi K2.6 medium | Moonshot AI | 0.6 | 0.7 | $1.594 | 1/3 | 214.4s |
| #375 | Ling 3.0 Tiny medium | Inclusionai | 0.3 | 0.4 | $0.000 | 0/3 | 212.0s |
| #224 | Qwen3.5-35B-A3B medium | Qwen | 0.6 | 0.6 | $0.716 | 1/3 | 206.6s |
| #202 | Step 3.7 Flash high | Stepfun | 0.4 | 0.7 | $1.478 | 0/3 | 206.2s |
| #117 | DeepSeek V4 Flash 0731 medium | DeepSeek | 0.6 | 0.8 | $0.460 | 1/3 | 198.8s |
| #160 | Qwen3.8 Flash Next xhigh | Qwen | 0.7 | 0.7 | ~$0.195 | 2/3 | 192.2s |
| #137 | Grok 4.7 low | X AI | 0.8 | 0.7 | $1.933 | 2/3 | 189.1s |
| #359 | MiniMax M2.5 medium | Minimax | 0.3 | 0.4 | $0.440 | 0/3 | 188.6s |