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) |
|---|---|---|---|---|---|---|---|
| #256 | Seed-2.0-Lite none | Bytedance Seed | 2 | 0.6 | $0.114 | 1/3 | 2.83s |
| #213 | Qwen3.5-122B-A10B none | Qwen | 3 | 0.4 | $0.308 | 0/3 | 2.77s |
| #219 | Gemini 3.5 Flash minimal | 1 | 0.6 | $0.508 | 1/3 | 2.75s | |
| #351 | Mimo V2 Omni default | Xiaomi | 1 | 0.4 | $0.021 | 0/3 | 2.75s |
| #346 | Mimo V2 PRO default | Xiaomi | 1 | 0.5 | $0.045 | 1/3 | 2.65s |
| #352 | Nemotron 3 Super none | NVIDIA | 3 | 0.3 | $0.016 | 0/3 | 2.64s |
| #385 | MiMo-V2-Flash default | Xiaomi | 2 | 0.4 | $0.025 | 0/3 | 2.64s |
| #278 | Solar Pro 4 none | Upstage | 2 | 0.5 | $0.022 | 1/3 | 2.61s |
| #332 | GLM 4.7 Flash none | Z.ai | 3 | 0.4 | $0.027 | 0/3 | 2.54s |
| #362 | GLM 5 Turbo none | Z.ai | 3 | 0.4 | $0.047 | 0/3 | 2.41s |
| #273 | Seed 2.1 Turbo none | Bytedance Seed | 3 | 0.5 | $0.182 | 0/3 | 2.35s |
| #323 | Qwen3 Coder Next default | Qwen | 3 | 0.5 | $0.067 | 0/3 | 2.22s |
| #340 | GPT-5.4 Nano none | OpenAI | 3 | 0.5 | $0.068 | 0/3 | 2.22s |
| #115 | Qwen3.7 Plus none | Qwen | 2 | 0.5 | $0.178 | 1/3 | 2.15s |
| #230 | Qwen3.5 Plus 2026-02-15 none | Qwen | 3 | 0.4 | $0.176 | 0/3 | 2.05s |