What's the difference between paper trading and live trading?
Paper trading runs your strategy against real live market data with simulated money; live trading uses real cash in a real brokerage account. A good paper environment differs from live in only two ways: fills are simulated (so execution is slightly optimistic — no slippage, no partial fills), and your psychology is unengaged (losses don't hurt). Everything else — data, signals, order logic, timing — should be identical, which is why the same engine should power both. Use paper trading to validate that the strategy behaves as the backtest predicted for a few weeks; use small live size to validate that you can tolerate it emotionally. Both steps catch different failures.
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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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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.