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: Total Cost ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #95 | Gemini 3.1 Flash Lite Preview low | 5.5 | 6.5 | $0.026 | 1/3 | 1.39s | |
| #163 | Ring-2.6-1T none | Inclusionai | 5.3 | 4.8 | $0.026 | 1/3 | 143.8s |
| #117 | GLM 5 none | Z.ai | 4.0 | 6.0 | $0.027 | 0/3 | 5.12s |
| #27 | DeepSeek V4 Flash high | DeepSeek | 7.8 | 8.3 | $0.027 | 2/3 | 50.6s |
| #114 | Nemotron 3 Ultra 550b A55b none | NVIDIA | 5.5 | 6.1 | $0.027 | 1/3 | 1.02s |
| #135 | Kimi K2.5 none | Moonshot AI | 5.5 | 5.5 | $0.027 | 1/3 | 24.6s |
| #98 | Gemini 3.1 Flash Lite low | 5.5 | 6.4 | $0.028 | 1/3 | 1.53s | |
| #73 | GLM 5.2 none | Z.ai | 3.7 | 7.1 | $0.030 | 0/3 | 7.55s |
| #147 | Qwen3.6 35B A3B none | Qwen | 5.5 | 5.2 | $0.031 | 1/3 | 8.77s |
| #139 | Qwen3.5 Plus 2026-04-20 none | Qwen | 3.9 | 5.5 | $0.032 | 0/3 | 1.69s |
| #157 | Laguna M.1 medium | Poolside | 1.5 | 5.0 | $0.033 | 0/1 | 35.6s |
| #102 | Gemma 4 31B medium | 4.3 | 6.3 | $0.033 | 0/3 | 219.8s | |
| #85 | Ring-2.6-1T medium | Inclusionai | 5.3 | 6.8 | $0.033 | 1/3 | 59.6s |
| #70 | DeepSeek V4 Pro none | DeepSeek | 5.6 | 7.2 | $0.034 | 1/3 | 13.4s |
| #77 | Laguna XS 2.1 medium | Poolside | 5.5 | 7.0 | $0.036 | 1/3 | 70.3s |