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) |
|---|---|---|---|---|---|---|---|
| #221 | Dots 3 Note Preview high | Dots Studio | 0.6 | 0.6 | $0.000 | 1/3 | 306.2s |
| #222 | Dots 3 Note Preview low | Dots Studio | 0.6 | 0.6 | $0.000 | 1/3 | 287.6s |
| #231 | Ling 3.1 Flash low | Inclusionai | 0.6 | 0.6 | $0.000 | 1/3 | 107.3s |
| #233 | Space Bunny Alpha medium | Stealth | 0.5 | 0.6 | $0.000 | 1/3 | 6.82s |
| #238 | Space Bunny Alpha xhigh | Stealth | 0.7 | 0.6 | $0.000 | 1/3 | 10.6s |
| #246 | Apodex 1.1 Mini low | Apodex | 0.5 | 0.6 | $0.000 | 0/3 | 48.8s |
| #251 | Apodex 1.1 Mini medium | Apodex | 0.4 | 0.6 | $0.000 | 0/3 | 51.0s |
| #274 | Dots 3 Note Preview medium | Dots Studio | 0.4 | 0.6 | $0.000 | 0/3 | 309.1s |
| #276 | Space Bunny Alpha low | Stealth | 0.6 | 0.6 | $0.000 | 1/3 | 6.60s |
| #283 | Ling 3.1 Flash none | Inclusionai | 0.5 | 0.5 | $0.000 | 0/3 | 31.9s |
| #291 | North Mini Code medium | Cohere | 0.4 | 0.5 | $0.000 | 0/3 | 320.4s |
| #314 | Apodex 1.1 Mini default | Apodex | 0.4 | 0.5 | $0.000 | 0/3 | 1.13s |
| #318 | Dots 3 Note Preview default | Dots Studio | 0.5 | 0.5 | $0.000 | 0/3 | 6.12s |
| #335 | North Mini Code default | Cohere | 0.4 | 0.5 | $0.000 | 0/3 | 22.0s |
| #345 | Owl Alpha medium | Openrouter | 0.5 | 0.5 | $0.000 | 1/3 | 18.7s |