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The blog

What the data actually says.

Long-form posts on testing trading ideas honestly: telling a real edge from luck, how many trades a backtest needs before it means anything, and why a perfect backtest is the most suspicious kind. Plain English, real numbers, no hype.

How to Avoid Backtest Overfitting: Your Perfect Backtest Is Probably Lying

The better your backtest looks, the more suspicious you should be. Here is the mechanism that makes perfect results easy to manufacture, and the defenses that actually reduce the damage.

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Why Your Strategy Works in Backtest but Not Live: The Six Gaps, Including the Ones My Simulator Skips

Your backtest is not lying to you. It is answering a different question than the one you asked.

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How Many Trades Do You Need for a Valid Backtest? The Real Math, Not "At Least 100"

A 20-trade backtest with a 65% win rate is compatible with a coin flip. Here is the actual math for how many trades you need before your numbers mean anything.

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Is My Trading Strategy Just Luck? Here's the Math That Tells You

A 60% win rate over 20 trades is statistically indistinguishable from a coin flip. Here's the math that proves it.

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Theory into practice

Now run the test on your own idea.

Spawn a variant, run it on the same engine, and read the edge-significance verdict yourself.

Test your own idea — free →Free account, no card