Insights, tutorials, and updates about cryptocurrency market data, trading strategies, and platform features.
Every update row carries the new size at a price, so a book replayed from an empty dict is exact wherever it has seen a change. We measured how quickly it matches real snapshots on Binance Futures and Bybit, with code you can run.
You can now generate short-lived R2/S3 credentials from the dashboard and use AWS CLI or boto3 to list and download CryptoHFTData files directly.
A deep dive into the architecture behind our real-time liquidation dashboard — from Rust WebSocket collectors to Cloudflare Durable Objects to the browser.
Track real-time liquidations across Binance, Bybit, OKX, Bitget, BitMEX, Kraken and Aster from a single dashboard.
Learn how to analyze liquidation events from futures markets, find the biggest liquidation events, and measure their price impact using Python and CryptoHFTData.
Download and analyze historical L2 orderbook data for Bitcoin and other cryptocurrencies using Python. Free API with 150M+ daily updates.
Learn to analyze crypto trade data with Python. Calculate VWAP, measure buy/sell pressure, and detect large whale trades using tick-level data.
You can now pull Lighter order books, trades, ticker stats, mark price, and open interest directly from CryptoHFTData.
Read moreWe now capture full L2 order books, trades, liquidations, funding and open interest from Hyperliquid, Aster and BitMEX.
Read moreCompare CryptoHFTData, Tardis.dev, Kaiko, CoinAPI, and Amberdata by market coverage, tick history, replay workflow, delivery, cost, and licence.