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) |
|---|---|---|---|---|---|---|---|
| #147 | Seed-2.0-Mini medium | Bytedance Seed | 5.5 | 7.0 | $0.116 | 1/3 | 220.5s |
| #287 | Nemotron 3.5 Lightning low | NVIDIA | 4.0 | 4.8 | $0.140 | 0/3 | 224.4s |
| #96 | DeepSeek V4 Pro high | DeepSeek | 6.3 | 7.7 | $0.761 | 1/3 | 243.0s |
| #138 | Solar Pro 4 high | Upstage | 5.7 | 7.1 | $0.138 | 1/3 | 244.7s |
| #289 | Trinity Large Thinking high | Arcee AI | 3.7 | 4.8 | $0.592 | 0/3 | 245.0s |
| #60 | Qwen3.8 27B high | Qwen | 8.1 | 8.4 | ~$0.287 | 2/3 | 248.6s |
| #142 | DeepSeek V3.2 medium | DeepSeek | 6.0 | 7.0 | $0.078 | 1/3 | 248.7s |
| #75 | DeepSeek V4 Flash 0731 high | DeepSeek | 6.3 | 8.0 | $0.058 | 1/3 | 252.7s |
| #31 | Qwen3.8 Max (0902) high | Qwen | 10.0 | 8.9 | $2.736 | 3/3 | 253.2s |
| #217 | Step 3.5 Flash medium | Stepfun | 2.4 | 5.9 | $0.132 | 0/2 | 258.4s |
| #157 | Solar Pro 4 low | Upstage | 5.5 | 6.8 | $0.130 | 1/3 | 259.6s |
| #152 | Seed-2.0-Code high | Bytedance Seed | 6.2 | 6.9 | $1.273 | 1/3 | 266.7s |
| #256 | Laguna S 2.1 high | Poolside | 5.3 | 5.4 | $0.114 | 1/3 | 271.4s |
| #164 | Gemma 4 26B A4B medium | 2.9 | 6.8 | $0.084 | 0/3 | 272.5s | |
| #266 | Nemotron 3.5 Lightning medium | NVIDIA | 4.4 | 5.1 | $0.156 | 0/3 | 285.5s |