Combined: Wrong answer
Combined
Wrong answer
See which AI models are most likely to hit Wrong answer on Combined, so you can spot weak points faster. Sort by: Total Cost ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #365 | GPT-5.4 Nano none | OpenAI | 1 | 0.3 | $0.068 | 0/2 | 14.7s |
| #282 | Gemini 3.1 Flash Lite none | 1 | 0.3 | $0.069 | 0/2 | 9.49s | |
| #378 | KAT Coder AIR V2.5 default | Kwaipilot | 1 | 0.4 | $0.070 | 0/2 | 73.0s |
| #363 | Qwen3 Coder Next medium | Qwen | 1 | 0.3 | $0.071 | 0/2 | 14.6s |
| #280 | Gemini 3.1 Flash Lite minimal | 1 | 0.3 | $0.080 | 0/2 | 7.75s | |
| #205 | Qwen3.5-Flash none | Qwen | 1 | 0.3 | $0.089 | 0/2 | 243.6s |
| #263 | Gemini 3.1 Flash Lite Preview none | 1 | 0.3 | $0.090 | 0/2 | 6.23s | |
| #244 | LongCat 2.0 none | Meituan | 1 | 0.7 | $0.104 | 1/2 | 28.4s |
| #368 | Laguna S 2.1 low | Poolside | 1 | 0.3 | $0.108 | 0/2 | 412.5s |
| #177 | GLM 5.3 FlashX medium | Z.ai | 1 | 0.3 | $0.114 | 0/2 | 16.0s |
| #279 | Seed-2.0-Lite none | Bytedance Seed | 1 | 0.3 | $0.114 | 0/2 | 25.6s |
| #165 | Qwen3.5-27B none | Qwen | 1 | 0.6 | $0.116 | 1/2 | 39.4s |
| #304 | Qwen3.5-35B-A3B none | Qwen | 1 | 0.4 | $0.120 | 0/2 | 128.3s |
| #334 | Mistral Small 4 medium | Mistral | 1 | 0.3 | $0.126 | 0/2 | 32.4s |
| #303 | GLM 5 none | Z.ai | 1 | 0.2 | $0.140 | 0/1 | 4.98s |