llm_model_usage
Analyze model routing patterns and success rates. Get usage stats for top models, task types, classification methods, and quality feedback over recent hours.
Instructions
Analyze which models are being selected in routing.
Shows usage statistics for the last N hours:
Top models selected
Task type distribution (code/query/analyze/etc)
Classification methods used (heuristic/ollama/api/fallback)
Individual model success rates with quality feedback
Args: hours: Look back this many hours (default: 24)
Returns: Formatted usage statistics and analysis.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| hours | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |