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ETFReplay Review: ETF Backtesting for People Who Want a Process (Not a Pep Talk)

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ETFreplay is a web-based ETF research and backtesting suite built around repeatable, rules-based investing. If you like testing rotation and timing logic (relative strength, moving averages, regime shifts), it’s a strong strategy lab — just don’t confuse it with a dividend ex-date calendar.

Quick answer: ETFReplay is an ETF analysis and backtesting platform that helps you test rules-based strategies like relative strength rotation, moving average timing, and portfolio backtests. It’s best for proving whether a strategy idea holds up historically — not for planning dividend capture trades by ex-div dates.

Best for Yield Raiders: validating “risk control” and “timing filter” rules that keep your account from getting kneecapped during ugly markets.


Quick Summary

Category Detail
Best For ETF strategy testing: relative strength rotation, moving average timing, portfolio backtests
Not For Dividend ex-date planning, trade execution, broker-level order tools
Dividend Capture Fit ⭐⭐⭐⭐☆ (3.9/5)

What Is ETFReplay?

ETFreplay is a research and backtesting website focused on Exchange Traded Funds (ETFs). Its core value is helping you build a repeatable process by testing common rule families like relative strength rotation, moving average timing, and portfolio-level strategy variations.

In plain English: it’s where you go to answer, “If I followed this ETF rule set for years… would it have held up, or would it have face-planted the first time the market got spicy?”


What It’s Good At

  • Relative strength rotation testing: compare ETFs and rotate into the strongest candidates on a schedule.
  • Moving average timing rules: test single MA or crossover-style timing approaches on ETFs or portfolios.
  • Portfolio backtesting: test allocations and rule sets at the portfolio level, not just one ticker at a time.
  • ETF analysis tools: useful supporting tools like charts and risk/relationship views help you understand behavior, not just returns.
  • Process mindset: the platform is designed around “test, refine, repeat” rather than one-off screenshots.

How Yield Raiders Use It

Let’s be honest: dividend capture isn’t usually lost on “the dividend.” It’s lost on the price action and the timing. ETFReplay helps Yield Raiders on the “rules and risk” side.

  • Build a “risk-off” filter: use timing rules (like moving averages) to avoid doing aggressive captures during downtrends.
  • Test ETF rotation buckets: if you capture on dividend ETFs, you can test whether rotating among a set of ETFs improves consistency.
  • Reduce drawdown drama: backtests make it easier to see if a rule reduces drawdowns or just makes you feel safer.
  • Stop “strategy thrash”: once you’ve tested a rule set, you’re less likely to rewrite your plan after one bad week.

“ETFreplay won’t tell you what to buy tomorrow. It helps you stop changing the rules every time your feelings change.”


Watch-outs

  • Not a dividend calendar: it’s not built around ex-div dates and capture windows. Pair it with a dividend dates tool.
  • Backtests are models: results depend on assumptions and the strategy definition you choose.
  • Easy to overfit: if you tweak parameters until the past looks perfect, the future tends to laugh at you.
  • No execution: ETFReplay is research/backtesting, not a brokerage.

Pricing & Access Info

  • Pricing: Check site for up-to-date pricing.
  • Login Required? Yes (to subscribe and unlock full tool access).
  • Upsells or Ads? Expect plan tiers; some tools are available free while deeper backtesting access is typically part of paid plans.

Verdict: A strong ETF strategy lab for rules-driven investors. For Yield Raiders, it’s best used to test timing and risk filters that protect your capture strategy from ugly market regimes.


Pros & Cons

Pros

  • Purpose-built for ETF backtesting and rules-based strategy work
  • Strong coverage of rotation and timing rule families
  • Portfolio-level testing helps model real-world allocation decisions
  • Great companion tool for building disciplined, repeatable processes

Cons

  • Not designed for dividend ex-date capture planning
  • No trade execution (research only)
  • Parameter tweaking can tempt you into overfitting
  • Best value requires you to commit to learning a consistent workflow

Our Verdict

“ETFreplay is a process-builder. For Yield Raiders, it’s most valuable for testing timing filters and rotation rules that reduce drawdowns — while your dividend tools handle the ex-date details.”

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    Bob Wayne

    Bob Wayne is a semi-retired investor and writer with a background in techncal communication and creative writing. He’s obsessed with making smart money strategies simple, repeatable, and real-life usable – especially for people who don’t want to live inside a trading terminal.

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