Coding: Wrong answer
Coding
Wrong answer
See which AI models are most likely to hit Wrong answer on Coding, so you can spot weak points faster.
Failure Reasons
227/227
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #299 | KAT-Coder-Air V2.5 none | Kwaipilot | 1 | 3.3 | $0.070 | 0/3 | 14.3s |
| #301 | Trinity Large Preview none | Arcee AI | 1 | 3.7 | $0.008 | 0/3 | 14.3s |
| #305 | Cobuddy medium | Baidu | 1 | 3.7 | $0.000 | 0/3 | 79.2s |
| #307 | Granite 4.2 8B high | IBM Granite | 1 | 3.8 | $0.135 | 0/3 | 515.3s |
| #309 | MiniMax M2.5 medium | Minimax | 1 | 3.4 | $0.327 | 0/3 | 188.6s |
| #311 | Grok 4.20 Beta none | X AI | 1 | 1.8 | $0.087 | 0/1 | 1.14s |
| #312 | Laguna M.1 none | Poolside | 1 | 2.5 | $0.009 | 0/1 | 2.93s |
| #313 | Elephant Alpha none | Openrouter | 1 | 4.2 | $0.000 | 0/3 | 1.39s |
| #315 | Elephant Alpha medium | Openrouter | 1 | 3.7 | $0.000 | 0/3 | 1.30s |
| #318 | Grok 4.20 none | X AI | 1 | 1.1 | $0.057 | 0/1 | 1.22s |
| #319 | Laguna Xs.2 medium | Poolside | 1 | 2.1 | $0.015 | 0/1 | 14.4s |
| #320 | Hy3 preview none | Tencent | 1 | 2.7 | $0.007 | 0/3 | 4.56s |
| #323 | Granite 4.1 8B none | IBM Granite | 1 | 4.5 | $0.007 | 0/3 | 775ms |
| #329 | Grok 4.1 Fast none | X AI | 1 | 1.8 | $0.008 | 0/1 | 1.79s |
| #332 | Laguna Xs.2 none | Poolside | 1 | 8.3 | $0.004 | 0/1 | 1.96s |