Menu

Historical vs Live Behaviour

Is a connected account still behaving the way its backtest said it would?

For a connected portfolio, SIPS compares how each strategy and the portfolio are trading live with comparable periods of their own history, and classifies three measures: Return, Drawdown and Trade Frequency. It is a measurement of whether live trading still looks like the history — not a prediction or advice.

The classifications

Each measure is placed as a percentile among matched historical periods, then classified:

  • Return — Outperforming at the 80th percentile or above; Normal from 40th to below 80th; Watch from 20th to below 40th; Deviation below the 20th.
  • Drawdown (lower is better) — Outperforming at the 10th percentile or below; Normal above 10th up to 80th; Watch above 80th up to 90th; Deviation above the 90th.
  • Trade Frequency (trading much more or much less than usual both matter) — Normal from the 20th to 80th percentile; Watch from 10th to 20th or 80th to 90th; Deviation outside the 10th–90th range. Trade Frequency is never “Outperforming”.

Action Needed is an escalation shown when a trading limit is breached, when two or more measures are in Deviation at once, or when a severe Return or Drawdown deviation persists in two of the last three daily checks. When several apply, the most serious is shown: Action Needed, then Deviation, Watch, Outperforming, Normal.

There’s also a temporary state, Building Sample, which isn’t a classification.

Building Sample

SIPS shows Building Sample until it has enough evidence to classify — all three are required first:

  • 7 full live calendar days
  • 5 closed live trades
  • 20 matched historical comparison windows

Reading the percentile wording

You may see wording like “Better than 31% of similar historical periods and worse than 69%.” This means 31% of comparable historical periods produced a lower result and 69% a higher one — it is a percentile ranking, not a claim that your return is numerically 69% lower than something.

Return basis

Return is compared as trading P/L in money, not as a percentage, because there’s no single defensible starting-capital basis for a percentage across every matched historical window.

Behaviour History Explorer

Click the eye next to any Behaviour row — on the Dashboard’s Portfolio Behaviour card or in Live Portfolio Detail’s strategy table — to see Return, Drawdown and Trade Frequency tabs, each with a Current Behaviour summary and a 60-day historical reference heatmap.

60-Day Forward Transition

A day-by-day strip covering a fixed 60-day horizon. Early on, each day blends your final historical evidence with the live days so far (a “Hybrid Transition”); from day 60 onward every cell is live evidence, and later cells become a rolling 60-live-day window. The real gap between your backtest ending and your Bridge connecting is never filled with made-up zero-activity days — it is shown as a note with the real dates.

Software and risk notice. SIPSALGO provides software tools for strategy and portfolio analysis. Trading and investment decisions involve risk, and analytical tools cannot guarantee future performance. Nothing on this page is financial advice or a recommendation to trade.