Does EMA 20/50 trend rider actually work on QQQ? We tested it
We ran EMA 20/50 trend rider 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.
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 7. We ship it on those.
Show every ticker we tested
This strategy made money overall, turning a 110% total return on QQQ, but the ride was very lumpy. The worst stretch was a brutal 22% drawdown that lasted over three years, from September 2020 to November 2023, which is where the strategy hurt most. With only 27 trades and a win rate just above 50%, the result is not driven by a handful of lucky trades, but the long losing period shows the edge was inconsistent. The entry timing is strong, beating 86% of random entries, meaning the entry signal itself is carrying the result rather than the exits. However, the consistency figure shows the edge was not steady, as it was profitable in only 3 out of 4 test periods, so the bulk of the gains likely came from one favorable stretch.
Every verdict on this page comes from the same process. How we test.
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