Build a minute-resolution backtest:
: The transparent nature of the feed excludes the possibility of broker price manipulation during backtests .
: Global indices (S&P 500, DAX) and stocks from European and US markets. Cryptocurrencies : Historical price action for major digital assets. 3. How to Access and Export the Data dukascopy historical data exclusive
If you train neural networks or machine learning models for market prediction, the quality of your input features dictates the quality of your output. Raw tick data allows you to engineer highly precise features, such as volatility regimes, custom time-bar alternatives (Volume Bars or Renko Bars), and order book velocity metrics. Step-by-Step: Maximizing Backtest Accuracy
High-quality data is only valuable if utilized correctly. To maximize the utility of this exclusive dataset, avoid common backtesting pitfalls. Always factor in accurate commission costs, as ECN accounts charge separate fees per lot traded. Account for slippage by adding a random delay or price penalty to your simulated fills, ensuring your strategy remains profitable even under adverse market conditions. Finally, regularly cross-verify your backtest results against a live forward-testing demo account to confirm that your model handles real-time data feeds as expected. Build a minute-resolution backtest: : The transparent nature
Dukascopy data represents raw market prices. Ensure your backtesting software manually injects your broker’s exact commission per lot and overnight swap rates.
Dukascopy provides over 15 years of continuous historical tick data for major currency pairs. This extensive depth allows quantitative analysts to test their models across multiple market cycles, including the 2008 financial crisis, the 2015 Swiss Franc black swan, and the 2020 pandemic volatility. The Core Technical Advantage: Tick-by-Tick Precision The Core Technical Advantage: Tick-by-Tick Precision
, offering traders a level of transparency and accuracy often referred to as "exclusive" compared to standard platform data. Key Features of Dukascopy Historical Data High Precision : Access to true tick-by-tick market data, which ensures a 99.9% modeling quality for backtesting strategies. Broad Asset Coverage : Data is available for over 1,000 instruments
Dukascopy's high-resolution tick data is a critical resource for designing and testing algorithmic systems, enabling the most realistic simulations possible for high-frequency strategies. The ability to backtest on true tick-level data that more closely mimics real market conditions makes your strategy's performance more reliable.
While Dukascopy provides data tools, they are often raw and require technical skill to extract in bulk. There are generally two ways to access this exclusive resource:
What do you use? (MT4, MT5, cTrader, or Python?) What specific asset class are you planning to test?