Historical rule simulator

Backtest: When Bitcoin Drops 3% in a Day

Simulates one mechanical rule โ€” buy when bitcoin drops 3% 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 Cardano

20 historical signal(s) detected for Cardano; 15 non-overlapping trade(s) taken at a 7-day hold (5 skipped because a position was already open).

Completed trades14
Win rate57.1%
Average return / trade-2.79%
Compounded total return-40.56%
Max drawdown-52.09%
Buy & hold, same period-72.57%

Hypothetical growth of $100

1 accepted trade(s) are still within their 7-day hold and are excluded from the stats and chart above.

Entry dateExit dateEntry priceExit priceTrade returnEquity after
2025-09-26 2025-10-03 $0.7699 $0.8707 +13.08% 113.08
2025-10-11 2025-10-18 $0.6359 $0.6247 -1.76% 111.09
2025-11-04 2025-11-11 $0.5515 $0.5923 +7.39% 119.31
2025-11-15 2025-11-22 $0.4981 $0.4090 -17.90% 97.95
2025-12-02 2025-12-09 $0.3857 $0.4322 +12.04% 109.75
2026-01-21 2026-01-28 $0.3647 $0.3770 +3.37% 113.45
2026-01-30 2026-02-06 $0.3459 $0.2541 -26.56% 83.32
2026-02-23 2026-03-02 $0.2831 $0.2885 +1.91% 84.91
2026-03-07 2026-03-14 $0.2766 $0.2788 +0.81% 85.60
2026-03-19 2026-03-26 $0.2871 $0.2841 -1.06% 84.70
2026-03-27 2026-04-03 $0.2695 $0.2400 -10.95% 75.42
2026-04-13 2026-04-20 $0.2364 $0.2428 +2.69% 77.45
2026-06-02 2026-06-09 $0.2308 $0.1703 -26.21% 57.16
2026-08-29 2026-09-05 $0.2031 $0.2112 +4.00% 59.44

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 Cardano ยท Read the full methodology