How to backtest cryptocurrency trading strategies with microsecond-precise historical data

How to backtest cryptocurrency trading strategies with microsecond-precise historical data

This task can be performed using Coinapi

Professional crypto data APIs that power your trading decisions.

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Coinapi

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Crypto APIs that power crypto's biggest platforms. CoinAPI eliminates data chaos for crypto professionals. Quant teams backtest strategies with microsecond-precise tick data, crypto funds calculate NAV across 300+ venues instantly, and fintech developers build trading apps without WebSocket disconnects. From ML model training to regulatory compliance, we transform scattered crypto data into actionable intelligence that powers billion-dollar decisions.

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What to expect from an ideal product

  1. Provides tick-level historical data with microsecond timestamps that let you replay exact market conditions during your backtest periods
  2. Aggregates price feeds from over 300 crypto exchanges so you can test how your strategy would perform across different trading venues
  3. Delivers clean, normalized data that eliminates the headache of dealing with inconsistent formats and missing information from multiple sources
  4. Offers reliable API connections that won't drop out during critical backtesting runs, unlike unstable WebSocket feeds that break your analysis
  5. Supplies the granular data depth needed for high-frequency and algorithmic trading strategies where timing precision makes or breaks profitability

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