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) |
|---|---|---|---|---|---|---|---|
| #210 | KAT-Coder-Pro V2.5 high | Kwaipilot | 2 | 0.6 | $0.506 | 1/3 | 22.0s |
| #211 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 1/3 | 41.2s |
| #212 | Laguna XS 2.1 medium | Poolside | 2 | 0.5 | $0.083 | 1/3 | 70.3s |
| #214 | Gemini 3 Flash Preview none | 2 | 0.5 | $0.155 | 1/3 | 1.80s | |
| #215 | Solar Pro 4 medium | Upstage | 1 | 0.5 | $0.098 | 1/3 | 310.4s |
| #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 |