Crypto markets.
Completed.

Terabytes of tick-level order book data. Normalized. Parquet format. Zero cost.

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backtest.py
import cryptohftdata as chd # Initialize the CryptoHFTData clientclient = chd.CryptoHFTDataClient(api_key="your-api-key-here") # Load full Binance Futures order book historyorderbook_df = client.get_orderbook(    symbol="ETHUSDT",    exchange=chd.exchanges.BINANCE_FUTURES,    start_date="2025-07-16",    end_date="2025-07-16") # Inspect the resultsprint(f"Updates captured: {len(orderbook_df):,}")print(orderbook_df.head())

Massive Coverage

Unified schema across 8 major spot and derivatives venues.

Binance
Binance
Bybit
Bybit
Hyperliquid
Hyperliquid
Aster
Aster
Bitget
Bitget
OKX
OKX
Kraken
Kraken
Bitmex
Bitmex
1.4 TBDaily Ingestion

Full Depth

Tick-level L2 snapshots and delta updates. Rebuild the book exactly as it happened.

Trades & Rates

Every fill, funding rate, and liquidation event. Normalized for easy analysis.

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Python Native

Pandas and Polars ready. Just pip install.

Pro Grade. Public Access.

Institutional quality data without the institutional price tag.

Order Book Depth
Full L2 (Ticks)
Update Frequency
Hourly
File Format
Parquet
History Start
July 2025
Cost
$0.00