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) |
|---|---|---|---|---|---|---|---|
| #216 | Claude Sonnet 4.6 medium | Anthropic | 1 | 0.6 | $2.126 | 1/3 | 33.3s |
| #219 | Gemini 3.5 Flash minimal | 1 | 0.6 | $0.508 | 1/3 | 2.75s | |
| #223 | LongCat 2.0 none | Meituan | 2 | 0.5 | $0.104 | 1/3 | 2.85s |
| #224 | Qwen3.5-35B-A3B medium | Qwen | 1 | 0.6 | $0.716 | 1/3 | 206.6s |
| #225 | Qwen3.6 27B none | Qwen | 2 | 0.5 | $0.148 | 1/3 | 4.16s |
| #227 | Gemini 3.1 Flash Lite Preview low | 2 | 0.5 | $0.736 | 1/3 | 1.39s | |
| #228 | Gemini 3.1 Flash Lite low | 2 | 0.5 | $0.717 | 1/3 | 1.53s | |
| #229 | Solar Pro 4 high | Upstage | 1 | 0.6 | $0.077 | 1/3 | 244.7s |
| #233 | Space Bunny Alpha medium | Stealth | 2 | 0.5 | $0.000 | 1/3 | 6.82s |
| #234 | DeepSeek V3.2 medium | DeepSeek | 1 | 0.6 | $0.152 | 1/3 | 248.7s |
| #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 |