Historical rule simulator

Backtest: When Bitcoin Rises 5% in a Day

Simulates one mechanical rule โ€” buy when bitcoin rises 5% in a day, hold a fixed number of days, then exit โ€” using only this site's own historical occurrence data. Only one position is held at a time; signals that fire while already in a trade are skipped and shown below.

Rule results for Litecoin

7 historical signal(s) detected for Litecoin; 7 non-overlapping trade(s) taken at a 7-day hold (0 skipped because a position was already open).

Completed trades7
Win rate85.7%
Average return / trade+1.55%
Compounded total return+10.96%
Max drawdown-3.40%
Buy & hold, same period-37.10%

Hypothetical growth of $100

Entry dateExit dateEntry priceExit priceTrade returnEquity after
2025-12-03 2025-12-10 $82.8478 $86.0245 +3.83% 103.83
2026-02-07 2026-02-14 $54.8135 $55.0431 +0.42% 104.27
2026-02-26 2026-03-05 $56.7460 $56.7829 +0.07% 104.34
2026-03-05 2026-03-12 $56.7829 $54.8536 -3.40% 100.79
2026-04-14 2026-04-21 $54.6562 $55.0362 +0.70% 101.49
2026-08-20 2026-08-27 $46.7607 $50.5035 +8.00% 109.62
2026-09-04 2026-09-11 $51.4784 $52.1078 +1.22% 110.96

How this backtest works

Every trade uses the same independent-episode detection and forward-return data as the full study page. A trade is entered on the day a signal triggers and exited exactly 7 days later at the historical close; a new signal is ignored while a trade is still open, so the trade count below is always less than or equal to the number of raw signals. Returns compound sequentially starting from a hypothetical $100.

View the full study for Litecoin ยท Read the full methodology