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
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #180 | Nemotron 3 Ultra none | NVIDIA | 2 | 5.5 | $0.095 | 1/3 | 1.02s |
| #193 | GPT-5.4 Mini none | OpenAI | 2 | 5.5 | $0.095 | 1/3 | 913ms |
| #236 | Mistral Small 4 medium | Mistral | 3 | 4.4 | $0.097 | 0/3 | 40.0s |
| #223 | Kimi K2.5 none | Moonshot AI | 2 | 5.5 | $0.101 | 1/3 | 24.6s |
| #13 | Gemini 3.7 Flash low | 1 | 7.6 | $0.104 | 2/3 | 6.20s | |
| #160 | MiMo-V2.5 medium | Xiaomi | 2 | 6.2 | $0.104 | 1/3 | 97.1s |
| #102 | Qwen3.7 Plus none | Qwen | 2 | 5.5 | $0.106 | 1/3 | 2.15s |
| #148 | Inkling Small medium | Thinkingmachines | 1 | 7.8 | $0.113 | 2/3 | 10.5s |
| #214 | Qwen3.6 27B none | Qwen | 2 | 5.5 | $0.116 | 1/3 | 4.16s |
| #122 | Seed-2.0-Mini medium | Bytedance Seed | 1 | 5.5 | $0.116 | 1/3 | 220.5s |
| #90 | Gemini 3.1 Flash Lite Preview medium | 2 | 5.5 | $0.117 | 1/3 | 4.09s | |
| #186 | GPT-5 Nano medium | OpenAI | 2 | 7.0 | $0.118 | 1/3 | 41.6s |
| #101 | Gemini 3.1 Flash Lite medium | 2 | 5.5 | $0.120 | 1/3 | 3.81s | |
| #179 | Qwen3.5 Plus 2026-04-20 none | Qwen | 2 | 3.9 | $0.122 | 0/3 | 1.69s |
| #213 | Nemotron 3.5 Lightning high | NVIDIA | 2 | 4.4 | $0.134 | 0/3 | 168.4s |