Wrong answer Failures
See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one. Sort by: Failure Count ↑.
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| Rank | Model | Company | Wrong answer Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #95 | Gemini 3.5 Flash-Lite low | 9 | 6.7 | $0.145 | 12/22 | 2.25s | |
| #104 | Gemini 3.5 Flash-Lite medium | 9 | 6.5 | $0.369 | 12/22 | 6.01s | |
| #111 | Gemini 3.1 Flash Lite low | 9 | 6.5 | $0.621 | 12/22 | 16.3s | |
| #121 | Gemma 4 31B none | 9 | 6.2 | $0.021 | 10/22 | 5.34s | |
| #127 | gpt-oss-120b medium | OpenAI | 9 | 6.1 | $0.019 | 9/22 | 21.9s |
| #134 | GPT-5 Nano medium | OpenAI | 9 | 6.1 | $0.114 | 9/22 | 54.9s |
| #143 | North Mini Code medium | Cohere | 9 | 5.9 | $0.000 | 9/22 | 137.1s |
| #150 | KAT-Coder-Air V2.5 high | Kwaipilot | 9 | 5.6 | $0.077 | 7/22 | 15.9s |
| #184 | Ling-2.6-flash none | Inclusionai | 9 | 4.9 | $0.002 | 6/22 | 10.7s |
| #194 | Cobuddy medium | Baidu | 9 | 4.7 | $0.000 | 7/21 | 39.9s |
| #199 | Elephant Alpha none | Openrouter | 9 | 4.3 | $0.000 | 5/21 | 1.22s |
| #200 | GLM 4.7 Flash medium | Z.ai | 9 | 4.3 | $0.166 | 4/22 | 142.6s |
| #201 | Elephant Alpha medium | Openrouter | 9 | 4.3 | $0.000 | 6/21 | 1.27s |
| #202 | Hunter Alpha none | OpenRouter | 9 | 4.2 | $0.000 | 6/18 | 4.70s |
| #214 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 9 | 3.2 | $0.000 | 2/19 | 728ms |