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 Stellar

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

Completed trades14
Win rate64.3%
Average return / trade-0.09%
Compounded total return-7.50%
Max drawdown-23.61%
Buy & hold, same period-48.93%

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 $0.3515 $0.4085 +16.23% 116.23
2025-10-11 2025-10-18 $0.3199 $0.3087 -3.52% 112.14
2025-11-04 2025-11-11 $0.2781 $0.3003 +7.98% 121.09
2025-11-15 2025-11-22 $0.2594 $0.2316 -10.72% 108.10
2025-12-02 2025-12-09 $0.2340 $0.2408 +2.91% 111.25
2026-01-21 2026-01-28 $0.2077 $0.2087 +0.49% 111.79
2026-01-30 2026-02-06 $0.1992 $0.1649 -17.18% 92.58
2026-02-23 2026-03-02 $0.1508 $0.1544 +2.40% 94.81
2026-03-07 2026-03-14 $0.1523 $0.1636 +7.46% 101.88
2026-03-19 2026-03-26 $0.1697 $0.1773 +4.49% 106.46
2026-03-27 2026-04-03 $0.1739 $0.1634 -6.03% 100.04
2026-04-13 2026-04-20 $0.1505 $0.1668 +10.81% 110.86
2026-06-02 2026-06-09 $0.2427 $0.2025 -16.57% 92.50
2026-08-29 2026-09-05 $0.1795 $0.1795 +0.00% 92.50

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 Stellar ยท Read the full methodology