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) |
|---|---|---|---|---|---|---|---|
| #53 | Muse Spark 1.1 high | Meta | 3 | 8.0 | $1.709 | 12/22 | 30.8s |
| #40 | Grok 4.6 medium | X AI | 5 | 8.4 | $1.713 | 16/22 | 73.5s |
| #31 | Muse Spark 1.2 high | Meta | 4 | 8.7 | $1.771 | 14/22 | 26.6s |
| #23 | Seed 2.1 Turbo high | Bytedance Seed | 4 | 8.9 | $1.797 | 16/22 | 174.0s |
| #11 | Grok 4.6 high | X AI | 2 | 9.3 | $1.908 | 19/22 | 84.1s |
| #44 | Seed 2.1 Turbo medium | Bytedance Seed | 5 | 8.4 | $1.951 | 15/22 | 193.6s |
| #26 | Claude Opus 4.8 medium | Anthropic | 4 | 8.8 | $1.983 | 17/22 | 13.0s |
| #6 | Gemini 3.5 Flash high | 2 | 9.4 | $2.011 | 19/22 | 15.5s | |
| #38 | Grok 4.5 medium | X AI | 5 | 8.5 | $2.042 | 17/22 | 68.6s |
| #208 | Gemini 3.1 Flash Lite high | 4 | 5.6 | $2.044 | 10/18 | 62.0s | |
| #71 | Claude Opus 4.8 low | Anthropic | 4 | 7.8 | $2.089 | 16/22 | 12.9s |
| #68 | Claude Sonnet 4.6 medium | Anthropic | 4 | 7.8 | $2.126 | 14/22 | 28.1s |
| #21 | Grok 4.5 high | X AI | 2 | 9.0 | $2.252 | 17/22 | 72.3s |
| #233 | Gemini 3.1 Flash Lite Preview high | 2 | 5.3 | $2.310 | 13/16 | 68.1s | |
| #96 | Qwen3.8 2.4T A95B high | Qwen | 3 | 7.4 | $2.357 | 14/22 | 120.6s |