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) |
|---|---|---|---|---|---|---|---|
| #253 | GLM 5.3 FlashX low | Z.ai | 2 | 0.5 | $0.157 | 1/3 | 5.45s |
| #159 | Claude Opus 5 none | Anthropic | 1 | 0.6 | $2.766 | 1/3 | 5.54s |
| #328 | Qwen3.5-9B none | Qwen | 3 | 0.4 | $0.041 | 0/3 | 5.60s |
| #171 | Gemini 3 Flash Preview low | 2 | 0.6 | $0.254 | 1/3 | 6.00s | |
| #318 | Dots 3 Note Preview default | Dots Studio | 2 | 0.5 | $0.000 | 0/3 | 6.12s |
| #206 | Mercury 2.5 Preview high | Inception | 1 | 0.7 | $0.040 | 1/3 | 6.13s |
| #25 | Gemini 3.7 Flash low | 1 | 0.8 | $0.183 | 2/3 | 6.20s | |
| #161 | GLM 5.3 FlashX medium | Z.ai | 2 | 0.6 | $0.114 | 1/3 | 6.37s |
| #304 | Ling 3.0 Flash none | Inclusionai | 2 | 0.5 | $0.004 | 1/3 | 6.39s |
| #207 | Mercury 2.5 high | Inception | 2 | 0.6 | $0.044 | 1/3 | 6.58s |
| #276 | Space Bunny Alpha low | Stealth | 2 | 0.6 | $0.000 | 1/3 | 6.60s |
| #43 | Claude Opus 5 low | Anthropic | 1 | 0.8 | $2.350 | 2/3 | 6.70s |
| #39 | Gemini 3.5 Flash low | 1 | 0.8 | $0.752 | 2/3 | 6.71s | |
| #233 | Space Bunny Alpha medium | Stealth | 2 | 0.5 | $0.000 | 1/3 | 6.82s |
| #44 | Gemini 3.6 Flash low | 1 | 0.8 | $0.363 | 2/3 | 6.95s |