The 90-day demo gate

The gate that separates students from gamblers

Most online trading content gives you no rule about when it's safe to go live. They show you a strategy, hand-wave at 'practice first,' and let you decide when you're ready. The result is predictable: people fund a real account after two weeks of demo, lose it, blame the strategy, and quit. The 90-day demo gate fixes the vagueness with a hard threshold.

The gate has three parts. One: at least 90 days on demo. Two: at least 100 trades logged. Three: a clearly positive R-multiple distribution across your tagged setups, with at least one setup individually profitable on a sample of 25-plus trades. All three. Not two of three. All three.

Why 90 days specifically. The market doesn't deliver every condition in a single week. Three months exposes you to ranging markets, trending markets, news shocks, slow days, fast days, sessions where your setup appears constantly, sessions where it never shows up. If your edge only works in trending conditions and you went live in a ranging week, your strategy looks broken when really it's just out of regime. Ninety days gives you enough variety to know which conditions favor your setup and which don't.

Why 100 trades specifically. Sample size. Below 100 trades, the statistical noise is so large that even a clearly positive sequence might just be luck. At 100 trades with a positive expectancy, you have enough signal to distinguish edge from luck — not perfectly, but with reasonable confidence. Most retail blow-ups happen at sample sizes below 50.

Why positive R distribution and at least one profitable setup. Aggregate positive expectancy can be carried by a single hot streak. The cleaner signal is that across your tagged setups, the distribution leans positive — most of your setups don't bleed, and at least one is clearly profitable with 25-plus samples. That's a stronger basis for live capital than a flattering aggregate.

What if you take a strategy seminar, get hyped, and want to skip the gate? Don't. The gate isn't there because some authority demands it — it's there because the math says trades below sample size 100 don't carry enough information to bet your money on. Going live early doesn't make you bold. It makes you the table's customer.

Recap: 90 days, 100 trades, positive R distribution with at least one profitable named setup. All three. The gate is the gate. Pass it on demo or pay the gate price with live money.