Mon — the ruler
Without a benchmark, every performance statement is a feeling.
A trader without a model-derived expectation is left saying things like 'I'm behind,' 'this drawdown feels bad,' 'this month was slow' — statements with no denominator. The Monte Carlo layer supplies one: fifty thousand simulated paths of the governed system across a full year, producing expected ranges for equity growth, drawdown, gate dwell, tier usage, exposure compression, and survival-adjusted compounding. That turns unanswerable questions into locatable ones — above or below the median path, inside or outside the normal band, drawdown normal or excessive, defensive dwell ordinary or extended. The ruler doesn't grade individual trades. It defines the envelope everything else is read against.

