Coding: Wrong answer
Coding
Wrong answer
See which AI models are most likely to hit Wrong answer on Coding, so you can spot weak points faster. Sort by: Response Time (avg) ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #251 | GPT-5.4 Nano none | OpenAI | 3 | 4.6 | $0.041 | 0/3 | 2.22s |
| #237 | Qwen3 Coder Next none | Qwen | 3 | 4.6 | $0.026 | 0/3 | 2.22s |
| #194 | Seed 2.1 Turbo none | Bytedance Seed | 3 | 4.5 | $0.092 | 0/3 | 2.35s |
| #240 | GLM 5 Turbo none | Z.ai | 3 | 3.9 | $0.047 | 0/3 | 2.41s |
| #255 | GLM 4.7 Flash none | Z.ai | 3 | 4.3 | $0.016 | 0/3 | 2.54s |
| #196 | Solar Pro 4 none | Upstage | 2 | 5.5 | $0.006 | 1/3 | 2.61s |
| #274 | MiMo-V2-Flash none | Xiaomi | 2 | 4.3 | $0.025 | 0/3 | 2.64s |
| #248 | Nemotron 3 Super none | NVIDIA | 3 | 3.3 | $0.008 | 0/3 | 2.64s |
| #210 | Mimo V2 PRO none | Xiaomi | 1 | 5.5 | $0.045 | 1/3 | 2.65s |
| #141 | Gemini 3.5 Flash minimal | 1 | 5.6 | $0.300 | 1/3 | 2.75s | |
| #217 | Mimo V2 Omni none | Xiaomi | 1 | 4.4 | $0.021 | 0/3 | 2.75s |
| #204 | Qwen3.5-122B-A10B none | Qwen | 3 | 3.7 | $0.247 | 0/3 | 2.77s |
| #165 | Seed-2.0-Lite none | Bytedance Seed | 2 | 5.6 | $0.066 | 1/3 | 2.83s |
| #159 | LongCat 2.0 none | Meituan | 2 | 5.5 | $0.044 | 1/3 | 2.85s |
| #266 | Laguna M.1 none | Poolside | 1 | 2.5 | $0.009 | 0/1 | 2.93s |