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: Tests Correct ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #237 | Grok 4.20 medium | X AI | 2 | 0.6 | $1.246 | 1/3 | 109.9s |
| #238 | Space Bunny Alpha xhigh | Stealth | 2 | 0.7 | $0.000 | 1/3 | 10.6s |
| #242 | Gemini 3.1 Flash Lite Preview none | 2 | 0.5 | $0.090 | 1/3 | 967ms | |
| #249 | Granite 4.2 8B medium | IBM Granite | 2 | 0.5 | $0.029 | 1/3 | 12.1s |
| #250 | KAT-Coder-Pro V2.5 default | Kwaipilot | 2 | 0.6 | $0.742 | 1/3 | 22.5s |
| #252 | Claude Sonnet 4.6 none | Anthropic | 1 | 0.5 | $0.661 | 1/3 | 5.19s |
| #253 | GLM 5.3 FlashX low | Z.ai | 2 | 0.5 | $0.157 | 1/3 | 5.45s |
| #256 | Seed-2.0-Lite none | Bytedance Seed | 2 | 0.6 | $0.114 | 1/3 | 2.83s |
| #257 | Gemini 3.1 Flash Lite minimal | 2 | 0.5 | $0.080 | 1/3 | 831ms | |
| #258 | gpt-oss-120b medium | OpenAI | 2 | 0.6 | $0.030 | 1/3 | 38.4s |
| #259 | Gemini 3.1 Flash Lite none | 2 | 0.5 | $0.069 | 1/3 | 938ms | |
| #260 | Qwen3.6 Flash none | Qwen | 2 | 0.5 | $0.139 | 1/3 | 1.79s |
| #262 | Nemotron 3 Ultra none | NVIDIA | 2 | 0.5 | $0.164 | 1/3 | 1.02s |
| #263 | Qwen3.7 Flash none | Qwen | 2 | 0.5 | $0.028 | 1/3 | 1.55s |
| #264 | Qwen3.8 Flash Next none | Qwen | 2 | 0.5 | ~$0.011 | 1/3 | 1.64s |