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 BNB

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

Completed trades14
Win rate50.0%
Average return / trade-1.44%
Compounded total return-25.42%
Max drawdown-37.66%
Buy & hold, same period-24.21%

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 $951.8773 $1091.1638 +14.63% 114.63
2025-10-11 2025-10-18 $1104.4953 $1071.9863 -2.94% 111.26
2025-11-04 2025-11-11 $992.6566 $991.9074 -0.08% 111.17
2025-11-15 2025-11-22 $915.9157 $830.0518 -9.37% 100.75
2025-12-02 2025-12-09 $826.1811 $897.2955 +8.61% 109.42
2026-01-21 2026-01-28 $881.8890 $897.3152 +1.75% 111.34
2026-01-30 2026-02-06 $867.5133 $606.9029 -30.04% 77.89
2026-02-23 2026-03-02 $589.4688 $618.6937 +4.96% 81.75
2026-03-07 2026-03-14 $626.8513 $655.2115 +4.52% 85.45
2026-03-19 2026-03-26 $651.6095 $647.8098 -0.58% 84.95
2026-03-27 2026-04-03 $628.0751 $584.0792 -7.00% 79.00
2026-04-13 2026-04-20 $592.0592 $616.1663 +4.07% 82.22
2026-06-02 2026-06-09 $692.0622 $601.5369 -13.08% 71.46
2026-08-29 2026-09-05 $691.3171 $721.4303 +4.36% 74.58

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 BNB ยท Read the full methodology