Historical rule simulator

Backtest: After a 1.5x Volume Spike

Simulates one mechanical rule โ€” buy after a 1.5x volume spike, 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 XRP

28 historical signal(s) detected for XRP; 22 non-overlapping trade(s) taken at a 7-day hold (6 skipped because a position was already open).

Completed trades21
Win rate23.8%
Average return / trade-3.11%
Compounded total return-56.36%
Max drawdown-69.13%
Buy & hold, same period-39.97%

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
2025-10-11 2025-10-18 $2.3701 $2.2959 -3.13% 96.87
2025-11-05 2025-11-12 $2.2090 $2.3904 +8.21% 104.83
2025-11-14 2025-11-21 $2.3191 $1.9994 -13.78% 90.38
2025-11-22 2025-11-29 $1.9495 $2.1800 +11.82% 101.07
2026-01-06 2026-01-13 $2.3538 $2.0605 -12.46% 88.47
2026-01-14 2026-01-21 $2.1692 $1.8975 -12.52% 77.39
2026-01-22 2026-01-29 $1.9553 $1.9246 -1.57% 76.18
2026-01-30 2026-02-06 $1.8159 $1.2133 -33.18% 50.90
2026-02-06 2026-02-13 $1.2133 $1.3769 +13.48% 57.76
2026-02-16 2026-02-23 $1.4930 $1.3640 -8.64% 52.77
2026-03-17 2026-03-24 $1.5395 $1.4376 -6.62% 49.28
2026-03-24 2026-03-31 $1.4376 $1.3229 -7.98% 45.35
2026-04-08 2026-04-15 $1.3820 $1.3636 -1.33% 44.74
2026-04-17 2026-04-24 $1.4536 $1.4395 -0.97% 44.31
2026-05-11 2026-05-18 $1.4733 $1.4008 -4.92% 42.13
2026-05-19 2026-05-26 $1.3891 $1.3470 -3.03% 40.85
2026-05-29 2026-06-05 $1.3144 $1.1677 -11.16% 36.29
2026-06-16 2026-06-23 $1.2377 $1.1278 -8.87% 33.07
2026-08-08 2026-08-15 $1.0206 $0.9986 -2.15% 32.36
2026-08-20 2026-08-27 $1.1051 $1.4225 +28.71% 41.65
2026-08-31 2026-09-07 $1.3579 $1.4226 +4.77% 43.64

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 XRP ยท Read the full methodology