AI BENCHY Category Failures
Tool Calling: API error
Tool Calling
API error
See which AI models are most likely to hit API error on Tool Calling, so you can spot weak points faster. Sort by: Failure Count ↑.
Failure Reasons
| Rank | Model | Company | API error Count | Category Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #14 | Gemma 4 31B medium | 1 | 3.0 | 0/1 | 0ms | |
| #33 | GLM 5.1 medium | Z.ai | 1 | 3.0 | 0/1 | 0ms |
| #48 | Gemma 4 31B none | 1 | 3.0 | 0/1 | 0ms | |
| #56 | Grok 4.20 Multi Agent Beta medium | X AI | 1 | 3.0 | 0/1 | 0ms |
| #84 | gpt-oss-120b none | OpenAI | 1 | 3.0 | 0/1 | 0ms |
| #98 | LFM2-24B-A2B none | Liquid | 1 | 3.0 | 0/1 | 0ms |