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) |
|---|---|---|---|---|---|---|---|
| #66 | Kimi K3.1 Pro max | Moonshot AI | 2 | 0.9 | $3.578 | 17/23 | 152.7s |
| #98 | Claude Opus 4.8 medium | Anthropic | 5 | 0.8 | $3.490 | 17/23 | 16.7s |
| #121 | Claude Fable 5.1 high | Anthropic | 3 | 0.8 | $3.471 | 19/23 | 13.3s |
| #137 | Muse Wonder high | Meta | 2 | 0.8 | $3.426 | 15/23 | 23.0s |
| #211 | Grok 4.7 xhigh | X AI | 3 | 0.7 | $3.398 | 14/23 | 124.0s |
| #32 | Muse Wonder medium | Meta | 2 | 0.9 | $3.397 | 17/23 | 21.6s |
| #275 | Claude Fable 5.1 low | Anthropic | 4 | 0.6 | $3.395 | 11/23 | 11.4s |
| #37 | Qwen3.8 Max (0902) high | Qwen | 2 | 0.9 | $3.306 | 18/23 | 186.1s |
| #217 | Ember-1 max | Fireworks | 3 | 0.7 | $3.264 | 11/23 | 97.3s |
| #165 | Claude Fable 5.1 medium | Anthropic | 3 | 0.7 | $3.197 | 15/23 | 11.9s |
| #215 | Grok 4.7 high | X AI | 2 | 0.7 | $3.037 | 13/23 | 122.2s |
| #130 | Grok 4.5 medium | X AI | 6 | 0.8 | $2.996 | 17/23 | 68.4s |
| #264 | Claude Opus 4.6 medium | Anthropic | 4 | 0.6 | $2.961 | 13/22 | 32.2s |
| #125 | Qwen3.8 2.4T A95B high | Qwen | 4 | 0.8 | $2.949 | 15/23 | 120.9s |
| #166 | Grok 4.7 medium | X AI | 5 | 0.7 | $2.938 | 15/23 | 117.7s |