guides

Understanding Usage Reports

Read and interpret local and dashboard usage, benchmark, and failure reports.

Published May 30, 2026

Local Reports

pyvorin report

Generates a table of recent runs including:

Workload hash
Backend used
Fallback status
Speedup (if benchmarked)
Correctness match

JSON Event Files

Each event is stored as a timestamped JSON file in:

~/.pyvorin/usage/

Dashboard Reports

The web dashboard at app.pyvorin.com provides:

Aggregated usage by day/week/month
Speedup distributions
Fallback analysis by construct type
Correctness mismatch tracking

Exporting Data

Download CSV or JSON exports from the dashboard for custom analytics or invoice reconciliation.