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Compare strategies on identical data

Compare strategies under the same pairs, timeframe, fees, and wallet.

Goal

Identify candidates for further study without ranking by return alone.

Steps

  1. Pin historical data, timerange, and trading settings; document each strategy’s parameter differences. [backtest]
  2. Run freqtrade backtesting --strategy-list StrategyA StrategyB --timeframe 5m --timerange 20230101-20250101. [backtest]
  3. Compare net profit, max drawdown, trade count, holding time, and exit reasons; retain each full report. [backtest]

How to verify

All strategies used the same range, data, and starting balance, enabling metric-by-metric comparison.

Troubleshooting

If strategy config overrides CLI settings, inspect effective config; do not select by total profit alone.

Permissions

Prerequisites

Permissions

Limitations

Relative performance in one historical period can still be overfit.

Pinned upstream source

https://github.com/freqtrade/freqtrade/blob/82e4c9604c51523f7e05c5a297167cf2b13a2129/docs/backtesting.md

Repository
freqtrade/freqtrade
File path
docs/backtesting.md
Pinned commit
82e4c9604c51523f7e05c5a297167cf2b13a2129
Source checked
2026-10-14 · Reviewed against the pinned upstream source

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License: GPLv3

Main topic

Build a reproducible crypto research workflow

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