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) |
|---|---|---|---|---|---|---|---|
| #284 | Grok 4.1 Fast none | X AI | 13 | 3.8 | $0.008 | 3/19 | 1.62s |
| #259 | Trinity Large Preview none | Arcee AI | 12 | 4.8 | $0.008 | 4/21 | 2.98s |
| #251 | Nemotron 3 Super none | NVIDIA | 15 | 4.8 | $0.008 | 5/22 | 6.04s |
| #269 | Laguna M.1 none | Poolside | 10 | 4.4 | $0.009 | 4/19 | 2.89s |
| #227 | DeepSeek V4 Flash 0731 none | DeepSeek | 13 | 5.4 | $0.009 | 4/22 | 20.7s |
| #288 | gpt-oss-120b none | OpenAI | 8 | 3.7 | $0.010 | 6/19 | 21.6s |
| #248 | GPT-4o-mini none | OpenAI | 15 | 5.0 | $0.010 | 5/22 | 1.92s |
| #212 | Gemma 4 26B A4B none | 9 | 5.6 | $0.015 | 9/22 | 7.58s | |
| #195 | GLM 5.3 Flash low | Z.ai | 8 | 5.9 | $0.015 | 10/22 | 9.65s |
| #275 | Laguna Xs.2 medium | Poolside | 6 | 4.1 | $0.015 | 6/19 | 6.73s |
| #232 | Ling-2.6-1T none | Inclusionai | 12 | 5.3 | $0.016 | 4/22 | 8.59s |
| #258 | GLM 4.7 Flash none | Z.ai | 14 | 4.8 | $0.016 | 5/22 | 8.81s |
| #180 | Gemma 4 31B none | 10 | 6.1 | $0.016 | 9/22 | 5.41s | |
| #184 | Gemini 2.5 Flash none | 13 | 6.0 | $0.017 | 8/22 | 6.19s | |
| #174 | Qwen3.7 Flash none | Qwen | 13 | 6.1 | $0.019 | 7/22 | 10.1s |