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) |
|---|---|---|---|---|---|---|---|
| #119 | Qwen3.5-35B-A3B none | Qwen | 5.5 | 5.9 | $0.012 | 1/3 | 1.39s |
| #170 | Mercury 2 none | Inception | 3.4 | 4.6 | $0.011 | 0/3 | 1.03s |
| #164 | GPT-5.4 Nano none | OpenAI | 4.6 | 4.8 | $0.011 | 0/3 | 2.22s |
| #183 | gpt-oss-120b none | OpenAI | 1.5 | 4.0 | $0.010 | 0/1 | 9.57s |
| #169 | Laguna M.1 none | Poolside | 2.5 | 4.6 | $0.009 | 0/1 | 2.93s |
| #149 | Qwen3 Coder Next none | Qwen | 4.6 | 5.1 | $0.009 | 0/3 | 2.22s |
| #167 | Qwen3 Coder Next medium | Qwen | 3.7 | 4.7 | $0.008 | 0/3 | 924ms |
| #156 | Trinity Large Preview none | Arcee AI | 3.7 | 5.0 | $0.008 | 0/3 | 14.3s |
| #180 | Grok 4.1 Fast none | X AI | 1.8 | 4.0 | $0.008 | 0/1 | 1.79s |
| #134 | DeepSeek V4 Flash none | DeepSeek | 4.2 | 5.5 | $0.007 | 0/3 | 17.1s |
| #148 | Mistral Small 4 none | Mistral | 3.7 | 5.1 | $0.007 | 0/3 | 901ms |
| #158 | GPT-4o-mini none | OpenAI | 3.2 | 5.0 | $0.006 | 0/3 | 1.63s |
| #161 | Nemotron 3 Super none | NVIDIA | 3.3 | 4.9 | $0.006 | 0/3 | 2.64s |
| #154 | Qwen3.5-9B none | Qwen | 3.9 | 5.1 | $0.006 | 0/3 | 5.60s |
| #153 | MiMo-V2.5 none | Xiaomi | 5.5 | 5.1 | $0.006 | 1/3 | 3.24s |