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Mean reversion · QQQ · 1D

Does Three-down-days bounce actually work on QQQ? We tested it

We ran Three-down-days bounce on QQQ through walk-forward testing and a 100-run random-entry gauntlet. 3 of 4 unseen periods positive. Beat 86 of 100 random-entry runs.

WALK-FORWARD VERIFIED EDGESTACKER ENGINE
Return +45.4%
Win rate 78.0%
Max drawdown −6.1%
Trades 82
Sharpe 1.06
Equity curve

Equity curve over Aug 2016 to Jul 2026. Hover any point for its value. Turn on buy and hold to compare.

PeriodWindowReturnSharpeTrades
1 Aug 2018 to Jul 2020 −4.7% −0.72 12
2 Jul 2020 to Jul 2022 +6.1% 0.84 17
3 Jul 2022 to Jul 2024 +7.2% 1.02 19
4 Jul 2024 to Jul 2026 +6.0% 0.87 19
3 of 4 periods positive. Mean Sharpe 0.50. Worst period −4.7%.
Market matrix
Edge held on 6 of 28

The same rules, tested on 28 tickers. Edge held on 6. We ship it on those.

QQQ SHIPPED
86/100 EDGE
NVDA
100/100 EDGE
MSFT
99/100 EDGE
MSTR
93/100 EDGE
SMCI
89/100 EDGE
GOOGL
82/100 EDGE
Show every ticker we tested
AAPL
87/100 NONE
TSLA
87/100 NONE
AMZN
75/100 NONE
NFLX
72/100 NONE
UBER
68/100 NONE
AVGO
67/100 NONE
MU
66/100 NONE
AMD
63/100 NONE
IWM
59/100 NONE
XOM
57/100 NONE
META
56/100 NONE
RIOT
50/100 NONE
SPY
36/100 NONE
COIN
31/100 NONE
DIA
27/100 NONE
GLD
20/100 NONE
JPM
16/100 NONE
MARA
7/100 NONE
BA
7/100 NONE
SOFI
2/100 NONE
PLTR
too new TOO NEW
HOOD
too new TOO NEW
The rules
Entrywhen close is above SMA of close over 200 bars AND close is below close 1 bar ago AND close 1 bar ago is below close 2 bars ago AND close 2 bars ago is below close 3 bars ago
Exitwhen a signal fires (close is above close 1 bar ago), or 10 bars have passed since entry (time stop)
Sizing**Position size:** no fixed stop distance to size against. This strategy exits on signal only. Size by conviction, or add a hard stop for a size-by-risk number.
Diagnosis

This strategy made money overall, turning a 45% gain on QQQ with a high win rate of 78%, meaning most of your trades were winners. The ride was fairly steady, as shown by a Sharpe ratio above 1.0 and a relatively shallow worst drawdown of just over 6%, which happened during a three-month stretch in the summer of 2019. That drawdown period was where the strategy hurt most, so you would have had to sit through a slow, losing patch without panicking. The entry timing is doing a lot of the heavy lifting here, since your real entries beat 86% of random entry dates, meaning the specific setup of buying after three down days above the 200-day average is a strong signal. The edge was also consistent, as the strategy was profitable in three out of four test periods, so the results are not just from one lucky streak.

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Backtested results, not live trading returns. Fees and slippage included. Not investment advice.