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) |
|---|---|---|---|---|---|---|---|
| #163 | MiMo-V2.5 medium | Xiaomi | 2 | 0.6 | $0.130 | 1/3 | 97.1s |
| #166 | Gemini 3.1 Flash Lite Preview medium | 2 | 0.5 | $0.158 | 1/3 | 4.09s | |
| #169 | Qwen3.5-122B-A10B medium | Qwen | 1 | 0.6 | $1.152 | 1/3 | 114.5s |
| #170 | Grok 4.6 low | X AI | 2 | 0.6 | $0.781 | 1/3 | 21.7s |
| #171 | Gemini 3 Flash Preview low | 2 | 0.6 | $0.254 | 1/3 | 6.00s | |
| #173 | Gemini 3.1 Flash Lite medium | 2 | 0.5 | $0.153 | 1/3 | 3.81s | |
| #176 | GPT-5.6 Luna low | OpenAI | 2 | 0.5 | $0.049 | 1/3 | 4.61s |
| #178 | Claude Opus 4.8 none | Anthropic | 1 | 0.5 | $2.334 | 1/3 | 3.29s |
| #183 | GPT-6 Sol none | OpenAI | 2 | 0.5 | $0.551 | 1/3 | 12.2s |
| #184 | Space Bunny Alpha max | Stealth | 2 | 0.6 | $0.000 | 1/3 | 17.1s |
| #185 | Solar Pro 4 xhigh | Upstage | 1 | 0.6 | $0.067 | 1/3 | 292.2s |
| #186 | Grok 4.7 xhigh | X AI | 1 | 0.5 | $3.398 | 1/3 | 414.5s |
| #187 | Grok Build 0.1 medium | X AI | 1 | 0.6 | $1.419 | 1/3 | 108.5s |
| #188 | Qwen3.5-Flash none | Qwen | 2 | 0.5 | $0.089 | 1/3 | 850ms |
| #189 | Solar Pro 4 low | Upstage | 1 | 0.5 | $0.101 | 1/3 | 259.6s |