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: Response Time (avg) ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #134 | GLM 5.3 low | Z.ai | 2 | 6.2 | $0.257 | 1/3 | 21.0s |
| #96 | Grok 4.6 low | X AI | 2 | 5.5 | $0.449 | 1/3 | 21.7s |
| #241 | North Mini Code none | Cohere | 3 | 3.9 | $0.000 | 0/3 | 22.0s |
| #106 | KAT-Coder-Pro V2.5 high | Kwaipilot | 2 | 6.4 | $0.506 | 1/3 | 22.0s |
| #139 | KAT-Coder-Pro V2.5 none | Kwaipilot | 2 | 6.1 | $0.487 | 1/3 | 22.5s |
| #212 | KAT-Coder-Air V2.5 medium | Kwaipilot | 2 | 3.6 | $0.048 | 0/3 | 23.4s |
| #223 | Kimi K2.5 none | Moonshot AI | 2 | 5.5 | $0.101 | 1/3 | 24.6s |
| #100 | KAT-Coder-Pro V2.5 low | Kwaipilot | 1 | 7.8 | $0.400 | 2/3 | 24.9s |
| #56 | Inkling medium | Thinkingmachines | 1 | 8.4 | $0.377 | 2/3 | 25.2s |
| #80 | Nemotron 3 Ultra medium | NVIDIA | 1 | 8.4 | $0.780 | 2/3 | 26.5s |
| #60 | Step 3.7 Flash medium | Stepfun | 1 | 8.8 | $0.495 | 2/3 | 27.4s |
| #35 | Qwen3.8 Max low | Qwen | 1 | 8.4 | $0.702 | 2/3 | 28.7s |
| #124 | KAT-Coder-Pro V2.5 medium | Kwaipilot | 1 | 7.8 | $0.478 | 2/3 | 33.1s |
| #67 | Claude Sonnet 4.6 medium | Anthropic | 1 | 5.7 | $2.126 | 1/3 | 33.3s |
| #110 | Muse Glimmer 30B medium | Meta | 1 | 8.4 | $0.280 | 2/3 | 33.7s |