Agentic: Wrong answer
Agentic
Wrong answer
See which AI models are most likely to hit Wrong answer on Agentic, 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) |
|---|---|---|---|---|---|---|---|
| #305 | Laguna S 2.1 high | Poolside | 1 | 2.8 | $0.147 | 0/1 | 158.2s |
| #221 | DeepSeek V3.2 medium | DeepSeek | 1 | 3.0 | $0.145 | 0/1 | 106.3s |
| #245 | Qwen3.6 Flash none | Qwen | 1 | 5.0 | $0.143 | 0/1 | 93.5s |
| #254 | GPT-5 Nano medium | OpenAI | 1 | 4.7 | $0.139 | 0/1 | 94.1s |
| #262 | GLM 5 none | Z.ai | 1 | 5.0 | $0.126 | 0/1 | 74.8s |
| #291 | Mistral Small 4 medium | Mistral | 1 | 5.0 | $0.126 | 0/1 | 54.1s |
| #320 | DeepSeek V3.2 none | DeepSeek | 1 | 3.0 | $0.121 | 0/1 | 122.5s |
| #189 | Mercury 2 medium | Inception | 1 | 4.7 | $0.121 | 0/1 | 34.9s |
| #241 | Seed-2.0-Lite none | Bytedance Seed | 1 | 5.0 | $0.114 | 0/1 | 76.0s |
| #276 | Step 3.5 Flash medium | Stepfun | 1 | 2.8 | $0.105 | 0/1 | 172.2s |
| #229 | Gemini 3.1 Flash Lite Preview none | 1 | 5.0 | $0.090 | 0/1 | 48.6s | |
| #117 | Qwen3.8 27B low | Qwen | 1 | 6.1 | ~$0.089 | 0/1 | 211.3s |
| #264 | Nemotron 3 Super medium | NVIDIA | 1 | 4.7 | $0.081 | 0/1 | 138.3s |
| #296 | Laguna S 2.1 medium | Poolside | 1 | 3.4 | $0.080 | 0/1 | 165.0s |
| #242 | Gemini 3.1 Flash Lite minimal | 1 | 5.0 | $0.080 | 0/1 | 50.0s |