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Studio · 3 min read

Why Studio and certificate can differ

Different windows, params, or cache — how to compare honestly.

The certificate records one primary verification run with fixed assumptions. Your Studio run may use different dates, parameters, or symbol — so metrics can differ without either surface being wrong.

Common reasons

  1. Different backtest window or candle count.
  2. Parameter changes (EMA periods, position size, etc.).
  3. Certificate uses primary run; Studio may show your latest private run.
  4. Return basis: portfolio equity vs sum of trade returns (see certificate assumptions).

When auditing, align symbol, timeframe, params, and window — then compare run hash and trade timestamps if available.

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What beginners ask next

Short answers to the question you probably have right now — tap to expand.

I am brand new — where do I start?

Follow Find → Verify → Run: Marketplace, certificate, Studio backtest, optional Runner.

Getting started
How do I read a certificate?

Start with symbol, timeframe, primary run metrics, assumptions, and trade log — not headline return alone.

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I paid but Studio is locked

Check you are signed in with the purchase email, refresh My Strategies, then open Help → billing access.

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