Wrong answer Failures
See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one. Sort by: Total Cost ↑.
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| Rank | Model | Company | Wrong answer Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #85 | Qwen3.8 2.4T A95B low | Qwen | 5 | 0.8 | $4.016 | 16/23 | 120.4s |
| #314 | Step 5 Preview low | Stepfun | 2 | 0.6 | $4.110 | 10/23 | 138.3s |
| #282 | Step 5 Preview medium | Stepfun | 3 | 0.6 | $4.136 | 10/23 | 136.1s |
| #7 | GPT-6 Astra high | OpenAI | 1 | 1.0 | $4.458 | 22/23 | 20.2s |
| #192 | Step 5 Preview high | Stepfun | 3 | 0.7 | $4.513 | 10/23 | 154.4s |
| #27 | Claude Opus 5 high | Anthropic | 2 | 0.9 | $4.524 | 19/23 | 25.3s |
| #92 | GLM 5.2 high | Z.ai | 5 | 0.8 | $4.632 | 15/23 | 69.1s |
| #127 | Muse Wonder max | Meta | 2 | 0.8 | $4.766 | 16/23 | 44.4s |
| #33 | GPT-5.5 medium | OpenAI | 4 | 0.9 | $4.809 | 19/23 | 39.9s |
| #58 | Claude Fable 5 medium | Anthropic | 1 | 0.9 | $5.089 | 18/23 | 16.8s |
| #403 | Grok 4.20 Multi Agent Beta medium | X AI | 4 | 0.4 | $5.599 | 8/18 | 9.69s |
| #8 | GPT-6 Astra xhigh | OpenAI | 1 | 1.0 | $6.213 | 22/23 | 29.7s |