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) |
|---|---|---|---|---|---|---|---|
| #127 | Space Bunny Alpha high | Stealth | 2 | 0.6 | $0.000 | 1/3 | 8.29s |
| #129 | Seed-2.0-Mini medium | Bytedance Seed | 1 | 0.6 | $0.140 | 1/3 | 220.5s |
| #131 | Seed-2.0-Code high | Bytedance Seed | 1 | 0.6 | $1.448 | 1/3 | 266.7s |
| #132 | GPT-5.6 Luna medium | OpenAI | 2 | 0.5 | $0.065 | 1/3 | 10.4s |
| #134 | DeepSeek V4 Flash 0731 low | DeepSeek | 1 | 0.7 | $0.306 | 1/3 | 163.3s |
| #139 | DeepSeek V4 Pro 0423 none | DeepSeek | 1 | 0.6 | $0.083 | 1/3 | 13.4s |
| #143 | Claude Fable 5.1 medium | Anthropic | 2 | 0.7 | $3.197 | 1/3 | 11.0s |
| #144 | Grok 4.7 medium | X AI | 1 | 0.7 | $2.938 | 1/3 | 312.2s |
| #147 | Qwen3.6 Plus medium | Qwen | 1 | 0.6 | $0.554 | 1/3 | 153.1s |
| #149 | Qwen3.5-27B none | Qwen | 2 | 0.6 | $0.116 | 1/3 | 1.80s |
| #150 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 2 | 0.7 | $0.567 | 1/3 | 180.7s |
| #152 | Gemini 3.8 Flash low | 2 | 0.5 | $0.323 | 1/3 | 4.31s | |
| #153 | Claude Opus 4.8 low | Anthropic | 1 | 0.7 | $3.787 | 1/3 | 7.58s |
| #159 | Claude Opus 5 none | Anthropic | 1 | 0.6 | $2.766 | 1/3 | 5.54s |
| #161 | GLM 5.3 FlashX medium | Z.ai | 2 | 0.6 | $0.114 | 1/3 | 6.37s |