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) |
|---|---|---|---|---|---|---|---|
| #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 |
| #190 | Grok 4.7 high | X AI | 1 | 0.6 | $3.037 | 1/3 | 335.9s |
| #193 | GPT 5.3 Chat default | OpenAI | 2 | 0.6 | $0.533 | 1/3 | 10.5s |
| #194 | GPT-5.6 Sol none | OpenAI | 2 | 0.5 | $0.795 | 1/3 | 1.39s |
| #196 | GLM 5.3 Flash low | Z.ai | 2 | 0.5 | $0.038 | 1/3 | 10.4s |
| #197 | GPT-5.5 none | OpenAI | 2 | 0.5 | $1.212 | 1/3 | 1.35s |
| #199 | Qwen3.7 Flash medium | Qwen | 2 | 0.6 | $0.076 | 1/3 | 46.8s |
| #200 | LongCat 2.0 low | Meituan | 1 | 0.7 | $0.630 | 1/3 | 479.3s |
| #206 | Mercury 2.5 Preview high | Inception | 1 | 0.7 | $0.040 | 1/3 | 6.13s |
| #207 | Mercury 2.5 high | Inception | 2 | 0.6 | $0.044 | 1/3 | 6.58s |
| #208 | GLM 5.3 low | Z.ai | 2 | 0.6 | $0.215 | 1/3 | 21.0s |