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) |
|---|---|---|---|---|---|---|---|
| #256 | Grok 4.20 Multi Agent Beta medium | X AI | 4 | 4.8 | $5.599 | 8/18 | 9.69s |
| #19 | GPT-5.5 medium | OpenAI | 4 | 9.0 | $4.163 | 18/22 | 39.0s |
| #14 | Claude Opus 5 high | Anthropic | 2 | 9.2 | $3.070 | 18/22 | 22.5s |
| #34 | Claude Fable 5 medium | Anthropic | 1 | 8.6 | $3.004 | 17/22 | 15.0s |
| #75 | Claude Opus 4.6 medium | Anthropic | 4 | 7.7 | $2.961 | 13/22 | 32.2s |
| #49 | Qwen3.8 2.4T A95B low | Qwen | 4 | 8.1 | $2.672 | 15/22 | 119.0s |
| #96 | Qwen3.8 2.4T A95B high | Qwen | 3 | 7.4 | $2.357 | 14/22 | 120.6s |
| #233 | Gemini 3.1 Flash Lite Preview high | 2 | 5.3 | $2.310 | 13/16 | 68.1s | |
| #21 | Grok 4.5 high | X AI | 2 | 9.0 | $2.252 | 17/22 | 72.3s |
| #68 | Claude Sonnet 4.6 medium | Anthropic | 4 | 7.8 | $2.126 | 14/22 | 28.1s |
| #71 | Claude Opus 4.8 low | Anthropic | 4 | 7.8 | $2.089 | 16/22 | 12.9s |
| #208 | Gemini 3.1 Flash Lite high | 4 | 5.6 | $2.044 | 10/18 | 62.0s | |
| #38 | Grok 4.5 medium | X AI | 5 | 8.5 | $2.042 | 17/22 | 68.6s |
| #6 | Gemini 3.5 Flash high | 2 | 9.4 | $2.011 | 19/22 | 15.5s | |
| #26 | Claude Opus 4.8 medium | Anthropic | 4 | 8.8 | $1.983 | 17/22 | 13.0s |