Does EMA 8/21 trend rider actually work on QQQ? We tested it
We ran EMA 8/21 trend rider on QQQ through walk-forward testing and a 100-run random-entry gauntlet. 3 of 4 unseen periods positive. Beat 75 of 100 random-entry runs.
You gave up raw return for a higher win rate and a shallower drawdown. This setup is about timing and staying out of trouble, not beating the index.
Equity curve over Aug 2016 to Jul 2026. Hover any point for its value. Turn on buy and hold to compare.
The same rules, tested on 28 tickers. Edge held on 9. We ship it on those.
Show every ticker we tested
This strategy made money overall, turning an 86% total return on QQQ over 51 trades. The ride was moderately lumpy, with a Sharpe ratio of 0.82 and a win rate of just 41%, meaning most trades lost money but the winners were large enough to carry the result. The worst pain came during a drawdown of nearly 13% that lasted from late 2021 through mid-2022, which is a long stretch to sit through. The result is not driven by just a few lucky trades, since the entry timing beat 75% of random entries, showing that the entry signal itself adds real value. The edge was also consistent, as the strategy was profitable in three out of four walk-forward test periods, so the performance wasn't just from one hot streak.
Every verdict on this page comes from the same process. How we test.
Bigger picture: Do moving average crossovers actually work?
Sign up free. EdgeStacker runs a fresh backtest for you, then alerts you on the Today screen when the setup fires.