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 Chainlink

20 historical signal(s) detected for Chainlink; 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-1.93%
Compounded total return-30.73%
Max drawdown-41.53%
Buy & hold, same period-42.42%

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 $20.2012 $22.7837 +12.78% 112.78
2025-10-11 2025-10-18 $17.3508 $16.6196 -4.21% 108.03
2025-11-04 2025-11-11 $15.2322 $16.3589 +7.40% 116.02
2025-11-15 2025-11-22 $13.8180 $12.1179 -12.30% 101.75
2025-12-02 2025-12-09 $12.0759 $13.7499 +13.86% 115.85
2026-01-21 2026-01-28 $12.6694 $12.7337 +0.51% 116.44
2026-01-30 2026-02-06 $11.6356 $8.2126 -29.42% 82.19
2026-02-23 2026-03-02 $9.5031 $9.4274 -0.80% 81.53
2026-03-07 2026-03-14 $9.7178 $9.6325 -0.88% 80.81
2026-03-19 2026-03-26 $9.8803 $10.1328 +2.56% 82.88
2026-03-27 2026-04-03 $9.6516 $8.6414 -10.47% 74.21
2026-04-13 2026-04-20 $8.7333 $9.0657 +3.81% 77.03
2026-06-02 2026-06-09 $9.0444 $7.9932 -11.62% 68.08
2026-08-29 2026-09-05 $11.4317 $11.6313 +1.75% 69.27

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 Chainlink ยท Read the full methodology