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: Response Time (avg) ↓.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #201 | Mercury 2 medium | Inception | 1 | 0.8 | $0.121 | 2/3 | 2.04s |
| #389 | Laguna Xs.2 default | Poolside | 1 | 0.8 | $0.004 | 0/1 | 1.96s |
| #295 | Ember-1 none | Fireworks | 2 | 0.5 | $0.786 | 1/3 | 1.94s |
| #214 | Gemini 3 Flash Preview none | 2 | 0.5 | $0.155 | 1/3 | 1.80s | |
| #149 | Qwen3.5-27B none | Qwen | 2 | 0.6 | $0.116 | 1/3 | 1.80s |
| #388 | Grok 4.1 Fast default | X AI | 1 | 0.2 | $0.008 | 0/1 | 1.79s |
| #260 | Qwen3.6 Flash none | Qwen | 2 | 0.5 | $0.139 | 1/3 | 1.79s |
| #241 | DeepSeek V4 Flash 0731 none | DeepSeek | 3 | 0.4 | $0.053 | 0/3 | 1.72s |
| #248 | Qwen3.5 Plus 2026-04-20 none | Qwen | 2 | 0.4 | $0.216 | 0/3 | 1.69s |
| #264 | Qwen3.8 Flash Next none | Qwen | 2 | 0.5 | ~$0.011 | 1/3 | 1.64s |
| #319 | GPT-4o-mini default | OpenAI | 3 | 0.3 | $0.024 | 0/3 | 1.63s |
| #277 | GPT-5.4 none | OpenAI | 2 | 0.5 | $0.690 | 1/3 | 1.62s |
| #263 | Qwen3.7 Flash none | Qwen | 2 | 0.5 | $0.028 | 1/3 | 1.55s |
| #372 | Nemotron 3.5 Lightning none | NVIDIA | 3 | 0.3 | $0.009 | 0/3 | 1.55s |
| #228 | Gemini 3.1 Flash Lite low | 2 | 0.5 | $0.717 | 1/3 | 1.53s |