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: Total Cost ↑.
Failure Reasons
265/265
Filter models
No models match the current search and filters.
| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #54 | Muse Spark 1.2 low | Meta | 1 | 0.8 | $0.881 | 2/3 | 10.1s |
| #211 | Grok 4.3 medium | X AI | 1 | 0.6 | $0.989 | 1/3 | 41.2s |
| #88 | GLM 5.2 medium | Z.ai | 1 | 0.8 | $1.007 | 2/3 | 41.0s |
| #50 | Qwen3.8 MAX low | Qwen | 1 | 0.8 | $1.089 | 2/3 | 28.7s |
| #261 | Claude Sonnet 5 none | Anthropic | 3 | 0.5 | $1.095 | 0/3 | 3.67s |
| #40 | Qwen3.8 Max (0902) medium | Qwen | 1 | 0.8 | $1.096 | 2/3 | 45.7s |
| #105 | GPT-5.4 Mini medium | OpenAI | 1 | 0.8 | $1.102 | 2/3 | 57.9s |
| #165 | Qwen3.6 Max Preview medium | Qwen | 1 | 0.9 | $1.132 | 2/3 | 146.5s |
| #102 | Qwen3.5-27B medium | Qwen | 2 | 0.6 | $1.135 | 1/3 | 160.7s |
| #169 | Qwen3.5-122B-A10B medium | Qwen | 1 | 0.6 | $1.152 | 1/3 | 114.5s |
| #197 | GPT-5.5 none | OpenAI | 2 | 0.5 | $1.212 | 1/3 | 1.35s |
| #75 | Inkling high | Thinkingmachines | 1 | 0.9 | $1.238 | 2/3 | 148.4s |
| #237 | Grok 4.20 medium | X AI | 2 | 0.6 | $1.246 | 1/3 | 109.9s |
| #135 | Seed-2.0-Code medium | Bytedance Seed | 1 | 0.9 | $1.275 | 2/3 | 89.9s |
| #187 | Grok Build 0.1 medium | X AI | 1 | 0.6 | $1.419 | 1/3 | 108.5s |