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. Sort by: Total Cost ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #276 | Granite 4.1 8B none | IBM Granite | 1 | 4.5 | $0.007 | 0/3 | 775ms |
| #277 | Nemotron 3.5 Lightning none | NVIDIA | 3 | 3.1 | $0.007 | 0/3 | 1.55s |
| #273 | Hy3 preview none | Tencent | 1 | 2.7 | $0.007 | 0/3 | 4.56s |
| #227 | Laguna XS 2.1 none | Poolside | 3 | 4.3 | $0.008 | 0/3 | 623ms |
| #281 | Grok 4.1 Fast none | X AI | 1 | 1.8 | $0.008 | 0/1 | 1.79s |
| #256 | Trinity Large Preview none | Arcee AI | 1 | 3.7 | $0.008 | 0/3 | 14.3s |
| #248 | Nemotron 3 Super none | NVIDIA | 3 | 3.3 | $0.008 | 0/3 | 2.64s |
| #266 | Laguna M.1 none | Poolside | 1 | 2.5 | $0.009 | 0/1 | 2.93s |
| #285 | gpt-oss-120b none | OpenAI | 1 | 1.5 | $0.010 | 0/1 | 9.57s |
| #245 | GPT-4o-mini none | OpenAI | 3 | 3.2 | $0.010 | 0/3 | 1.63s |
| #209 | Gemma 4 26B A4B none | 2 | 3.7 | $0.015 | 0/3 | 4.16s | |
| #272 | Laguna Xs.2 medium | Poolside | 1 | 2.1 | $0.015 | 0/1 | 14.4s |
| #229 | Ling-2.6-1T none | Inclusionai | 1 | 3.8 | $0.016 | 0/3 | 10.6s |
| #255 | GLM 4.7 Flash none | Z.ai | 3 | 4.3 | $0.016 | 0/3 | 2.54s |
| #178 | Gemma 4 31B none | 2 | 5.5 | $0.016 | 1/3 | 11.2s |