FactorSage

Signal Monitors ยท Lesson 5.4

Monitor alerts vs backtests

Monitors and backtests share the strategy rules but answer different questions. A monitor asks 'does this fire today?'. A backtest asks 'when would this have fired across history?'.

Where they differ

AspectMonitorBacktest
Data windowLatest availableFull historical period you select
UniverseCurrent symbols in the chosen listPoint-in-time membership where applicable
OutputReal-time matches and alertsTrade log, returns, drawdown
Trade simulationNone โ€” it only flagsFull portfolio simulation

Practical implications

  • A monitor match might not have been a backtest trade โ€” for example, because the position would already have been open.
  • A backtested trade might never appear as a monitor match โ€” for example, because today's conditions no longer hold.
  • Use the two together: backtest first, monitor only after the backtest looks sensible.