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) |
|---|---|---|---|---|---|---|---|
| #336 | Laguna S 2.1 none | Poolside | 0.3 | 0.5 | $0.044 | 0/3 | 550ms |
| #394 | Jev 1.13 default | Typesafe | 0.2 | 0.3 | $0.003 | 0/2 | 598ms |
| #301 | Laguna XS 2.1 none | Poolside | 0.4 | 0.5 | $0.020 | 0/3 | 623ms |
| #284 | Gemini 2.5 Flash none | 0.5 | 0.5 | $0.017 | 1/3 | 736ms | |
| #293 | MiMo-V2.6-Flash none | Xiaomi | 0.4 | 0.5 | $0.060 | 0/3 | 744ms |
| #322 | Inkling Small none | Thinkingmachines | 0.4 | 0.5 | $0.054 | 0/3 | 759ms |
| #397 | Kev 4B default | Jaredpalmer | 0.5 | 0.2 | $0.002 | 1/2 | 771ms |
| #371 | Granite 4.1 8b default | IBM Granite | 0.4 | 0.4 | $0.007 | 0/3 | 775ms |
| #257 | Gemini 3.1 Flash Lite minimal | 0.5 | 0.6 | $0.080 | 1/3 | 831ms | |
| #188 | Qwen3.5-Flash none | Qwen | 0.5 | 0.7 | $0.089 | 1/3 | 850ms |
| #310 | Mistral Small 4 none | Mistral | 0.4 | 0.5 | $0.047 | 0/3 | 901ms |
| #271 | GPT-5.4 Mini none | OpenAI | 0.5 | 0.6 | $0.170 | 1/3 | 913ms |
| #226 | Gemini 3.5 Flash Lite low | 0.4 | 0.6 | $0.183 | 0/3 | 917ms | |
| #338 | Qwen3 Coder Next medium | Qwen | 0.4 | 0.5 | $0.071 | 0/3 | 924ms |
| #259 | Gemini 3.1 Flash Lite none | 0.5 | 0.6 | $0.069 | 1/3 | 938ms |