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) |
|---|---|---|---|---|---|---|---|
| #85 | Ling 3.1 Flash medium | Inclusionai | 1.0 | 0.8 | $0.000 | 3/3 | 87.1s |
| #110 | Ling 3.1 Flash high | Inclusionai | 0.8 | 0.8 | $0.000 | 2/3 | 83.4s |
| #127 | Space Bunny Alpha high | Stealth | 0.6 | 0.8 | $0.000 | 1/3 | 8.29s |
| #184 | Space Bunny Alpha max | Stealth | 0.6 | 0.7 | $0.000 | 1/3 | 17.1s |
| #195 | Apodex 1.1 Mini high | Apodex | 0.6 | 0.7 | $0.000 | 0/3 | 47.0s |
| #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 |