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How long should I paper trade a strategy before going live?

Long enough for the strategy to make a meaningful number of decisions — which depends on its tempo, not the calendar. A daily mean-reversion system might complete 15–20 round trips in two months; a golden-cross strategy might not trade at all in a year, so paper trading it teaches you little beyond plumbing. Practical rule: wait for at least 10–20 completed trades or 4–8 weeks, whichever is longer, and check that live-data behavior matches the backtest's character (similar trade frequency, similar win pattern). Then start live at a fraction of intended size. The purpose isn't proving profitability — a month proves nothing statistically — it's proving the machine does what the backtest said it would.
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Build it from blocks (or type it in English), backtest it on 5.5 years of minute data in seconds, tweak any parameter, then paper trade it on live data. No card, no broker needed to start.

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What's the difference between paper trading and live trading?answered

Backtests are hypothetical, computed by DeployQuant's engine on minute-resolution consolidated US market data (2021-01-04 to 2026-07-17, $10,000 starting capital, no margin, fees and slippage not modeled) and do not guarantee future results. Nothing on this page is investment advice. Live trading involves risk of loss.