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) |
|---|---|---|---|---|---|---|---|
| #166 | Ling-2.6-1T none | Inclusionai | 3.8 | 4.7 | $0.005 | 0/3 | 10.6s |
| #112 | Qwen3.5-Flash none | Qwen | 5.5 | 6.1 | $0.005 | 1/3 | 850ms |
| #181 | Laguna Xs.2 none | Poolside | 8.3 | 4.0 | $0.004 | 0/1 | 1.96s |
| #160 | GLM 4.7 Flash none | Z.ai | 4.3 | 4.9 | $0.004 | 0/3 | 2.54s |
| #138 | Gemma 4 26B A4B none | 3.7 | 5.5 | $0.004 | 0/3 | 4.16s | |
| #113 | Gemma 4 31B none | 5.5 | 6.1 | $0.004 | 1/3 | 11.2s | |
| #141 | Laguna XS 2.1 none | Poolside | 4.3 | 5.3 | $0.003 | 0/3 | 623ms |
| #182 | Granite 4.1 8B none | IBM Granite | 4.5 | 4.0 | $0.003 | 0/3 | 775ms |
| #177 | Hy3 preview none | Tencent | 2.7 | 4.3 | $0.003 | 0/3 | 4.56s |
| #162 | Ling-2.6-flash none | Inclusionai | 5.3 | 4.9 | $0.001 | 1/3 | 11.2s |
| #188 | LFM2-24B-A2B none | Liquid | 0.0 | 2.4 | $0.001 | 0/0 | 0ms |
| #123 | North Mini Code medium | Cohere | 4.5 | 5.8 | $0.000 | 0/3 | 320.4s |
| #124 | Owl Alpha medium | Openrouter | 5.4 | 5.8 | $0.000 | 1/3 | 18.7s |
| #126 | Owl Alpha none | Openrouter | 5.6 | 5.8 | $0.000 | 1/3 | 36.9s |
| #129 | Qwen3.6 Plus Preview medium | Qwen | 9.8 | 5.8 | $0.000 | 0/1 | 0ms |