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) |
|---|---|---|---|---|---|---|---|
| #215 | Gemini 3.5 Flash Lite low | 1 | 5.0 | $0.183 | 0/1 | 53.9s | |
| #256 | Seed 2.1 Turbo none | Bytedance Seed | 1 | 5.0 | $0.182 | 0/1 | 71.4s |
| #204 | Solar Pro 4 medium | Upstage | 1 | 4.7 | $0.174 | 0/1 | 272.3s |
| #178 | Solar Pro 4 low | Upstage | 1 | 6.1 | $0.174 | 0/1 | 345.4s |
| #255 | GPT-5.4 Mini none | OpenAI | 1 | 5.0 | $0.170 | 0/1 | 42.0s |
| #174 | Solar Pro 4 xhigh | Upstage | 1 | 3.0 | $0.167 | 0/1 | 316.6s |
| #219 | Solar Pro 4 high | Upstage | 1 | 2.8 | $0.164 | 0/1 | 312.3s |
| #318 | Granite 4.2 8B high | IBM Granite | 1 | 5.0 | $0.161 | 0/1 | 223.5s |
| #155 | Gemini 3.1 Flash Lite Preview medium | 1 | 5.0 | $0.158 | 0/1 | 54.9s | |
| #238 | GLM 5.3 FlashX low | Z.ai | 1 | 4.7 | $0.157 | 0/1 | 78.0s |
| #202 | Gemini 3 Flash Preview none | 1 | 5.0 | $0.155 | 0/1 | 57.8s | |
| #163 | Gemini 3.1 Flash Lite medium | 1 | 5.0 | $0.153 | 0/1 | 47.8s | |
| #90 | DeepSeek V4.1 Flash low | DeepSeek | 1 | 6.1 | $0.153 | 0/1 | 56.0s |
| #305 | Laguna S 2.1 high | Poolside | 1 | 2.8 | $0.147 | 0/1 | 158.2s |
| #222 | DeepSeek V3.2 medium | DeepSeek | 1 | 3.0 | $0.145 | 0/1 | 106.3s |