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Paper Trading Crypto Futures: How to Make It Honest

DEV Community: datascience·Bot LAB·9 days ago
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Paper trading crypto futures means running a strategy or bot with simulated money on real market prices, so you can see how it behaves before risking capital. It is worth doing, but only if the simulation includes fees, slippage, funding payments and liquidation rules. Without those, a paper result will usually look much better than the same strategy would look live.

This guide shows how to set up an honest futures paper test, what to measure, and how to judge the result without fooling yourself.

Why paper trading crypto futures is harder than spot

Spot paper trading is simple: you buy, hold, and sell. Perpetual futures ("perps") add four costs and risks that many paper engines skip or simplify:

Funding payments. Perps charge or pay funding at set intervals. A bot that holds positions for hours or days can pay a meaningful amount here.

Leverage and liquidation. A paper engine that never liquidates you will hide your worst outcomes.

Taker fees on both sides. Many bots use market orders.…

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