Liquid Edge · Automated trading

How to backtest a trading strategy

Put your trading on autopilot with Liquid Edge's non custodial execution layer, built to run your strategy 24/7. Access institutional grade automation without ever transferring your funds to us.

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Execution only · never withdrawal rights · disconnect anytime

How to backtest a trading strategy

Testing discipline

Backtests become a disciplined engineering workflow.

You clean and stitch data by hand and still find gaps when a live trade fails. You assume fills and zero slippage in spreadsheets, then face partial fills and order contention in the market. You tune many parameters until historical results look perfect, but that overfitting hides real risks. You lack a repeatable process that separates data hygiene, execution assumptions, and stress testing before going live.

Runs a vetted strategy as an automated bot on the exchange account you already hold via Liquid Edge.

  • Run vetted strategies as botsDeploy a strategy that places and manages orders on your exchange account using that exchange's API keys; Liquid Edge executes the order logic and handles ongoing order lifecycle actions automatically.
  • Keep cross exchange executionConnect the exchange accounts you already hold and run a deployed bot continuously across supported exchanges so the strategy executes without moving funds.
  • We never get withdrawal rights. Anywhere.On a perp DEX your funds sit in an isolated onchain vault only you can withdraw from. On a centralized exchange the exchange custodies them and we connect with API permissions limited to trading. Neither route lets Liquid Edge move your capital.

Want to get started? Walk through setup, covering everything from connecting an exchange to launching your first bot. Or read Common Backtesting Mistakes That Ruin Live Results for more on this.

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