Simulix

Accuracy

Every workflow reports confirm_mean_pct: the mean MAPE against the primary source across K confirm runs (default K=3).

Key takeaway
Every workflow reports confirm_mean_pct: the mean MAPE against the primary source across K confirm runs (default K=3).

What we report

mean, min, standard deviation across seeds. A workflow is drifted if confirm_mean drops ≥5pp between calibration passes.

Calibration cadence

Every workflow is re-calibrated on source refresh or every 90 days — whichever comes first.