AI BENCHY Category
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) |
|---|---|---|---|---|---|---|---|
| #21 | Seed-2.0-Lite medium | Bytedance Seed | 8.0 | 8.5 | $0.175 | 2/3 | 156.7s |
| #26 | Grok 4.5 medium | X AI | 7.6 | 8.3 | $1.696 | 2/3 | 155.7s |
| #37 | Qwen3.6 Plus medium | Qwen | 6.1 | 7.8 | $0.294 | 1/3 | 153.1s |
| #101 | Nemotron 3 Super medium | NVIDIA | 3.1 | 6.3 | $0.020 | 0/3 | 147.3s |
| #79 | Kimi K2.7 Code medium | Moonshot AI | 7.6 | 7.0 | $0.581 | 2/3 | 146.7s |
| #14 | Qwen3.6 Max Preview medium | Qwen | 8.8 | 8.9 | $0.960 | 2/3 | 146.5s |
| #52 | MiniMax M3 medium | Minimax | 6.1 | 7.6 | $0.131 | 1/3 | 144.7s |
| #164 | Ring-2.6-1T none | Inclusionai | 5.3 | 4.8 | $0.026 | 1/3 | 143.8s |
| #95 | Qwen3.6 27B medium | Qwen | 7.7 | 6.6 | $0.336 | 2/3 | 143.0s |
| #97 | Gemini 3.1 Flash Lite high | 3.3 | 6.5 | $2.044 | 1/1 | 137.6s | |
| #42 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 6.2 | 7.8 | $0.317 | 1/3 | 125.3s |
| #45 | Qwen3.5-122B-A10B medium | Qwen | 6.0 | 7.7 | $0.588 | 1/3 | 114.5s |
| #66 | Grok 4.20 medium | X AI | 6.3 | 7.3 | $0.609 | 1/3 | 109.9s |
| #77 | GLM 5.1 medium | Z.ai | 4.6 | 7.1 | $0.288 | 0/3 | 109.6s |
| #30 | Qwen3.7 Plus medium | Qwen | 6.1 | 8.2 | $0.177 | 1/3 | 108.6s |