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 Ethereum

20 historical signal(s) detected for Ethereum; 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-1.67%
Compounded total return-30.04%
Max drawdown-39.84%
Buy & hold, same period-36.96%

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 $3896.0630 $4484.1804 +15.10% 115.10
2025-10-11 2025-10-18 $3841.6737 $3835.0072 -0.17% 114.90
2025-11-04 2025-11-11 $3600.3638 $3566.0499 -0.95% 113.80
2025-11-15 2025-11-22 $3118.7143 $2763.8974 -11.38% 100.85
2025-12-02 2025-12-09 $2796.7339 $3123.8053 +11.69% 112.65
2026-01-21 2026-01-28 $2941.8833 $3020.0157 +2.66% 115.64
2026-01-30 2026-02-06 $2822.6338 $1823.8053 -35.39% 74.72
2026-02-23 2026-03-02 $1886.4504 $1939.7957 +2.83% 76.83
2026-03-07 2026-03-14 $1979.0781 $2090.0730 +5.61% 81.14
2026-03-19 2026-03-26 $2203.1349 $2172.4163 -1.39% 80.01
2026-03-27 2026-04-03 $2059.5891 $2052.3362 -0.35% 79.73
2026-04-13 2026-04-20 $2189.2214 $2264.1942 +3.42% 82.46
2026-06-02 2026-06-09 $2003.5794 $1690.4951 -15.63% 69.57
2026-08-29 2026-09-05 $2442.4076 $2456.0851 +0.56% 69.96

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 Ethereum ยท Read the full methodology