Spot and futures markets operate under fundamentally different mechanics. As a result, trading strategies that appear profitable in spot markets can behave very differently when applied to futures.
Backtesting helps traders understand these differences before risking real capital.
Spot trading involves buying and selling assets with direct ownership.
When trading spot markets:
Spot backtesting focuses on price movement, timing, and capital efficiency.
Futures trading allows traders to speculate on price movements using leverage and margin.
Futures markets introduce additional variables:
Backtesting futures strategies without these variables produces unrealistic results.
A 20% return in spot trading does not carry the same risk profile as a 20% return in futures trading.
Leverage magnifies both profits and losses, making drawdowns more severe and recovery more difficult.

Spot trading risk is linear and predictable.
Futures trading risk is nonlinear.
Spot and futures markets differ in execution mechanics.
Backtests must simulate execution as realistically as possible.

The choice between spot and futures markets depends on:
Small errors in futures trading can lead to disproportionate losses.
Backtesting helps identify:
Spot and futures backtesting serve different purposes.
Understanding their structural differences is essential for building sustainable trading strategies.
A strategy should always be tested in the same market environment in which it will be executed.