Does the risk score actually prevent losses?

A deterministic backtest of the Upside multi-factor engine over 180 reproducible market windows. Every number below is regenerated live from /api/backtest and is identical on every run — no cherry-picking, fully auditable.

Reproduce with seed:

Running backtest…