Exchange Coverage

Browse normalized exchange data pages built from a shared schema. Each venue has a dedicated page with tailored metadata, highlights, and internal links to documentation and downloads.

L2 order booksTrades + tickersParquet exports

Binance

Spot • Futures

Institutional-grade Binance spot and futures market data with normalized order books, trades, and tickers.

Full-depth L2 order book snapshots + deltasNormalized trades and tickersConsistent parquet output for research and backtesting

View exchange page

Bybit

Spot • Futures

Bybit market data coverage with normalized order books, trades, and tickers for systematic research.

Unified schema across spot and derivatives feedsDownloadable hourly parquet filesCleaned and standardized timestamps

View exchange page

Hyperliquid

Perpetuals

Hyperliquid perpetuals data optimized for latency analysis and order book reconstruction.

High-frequency L2 depth dataTrade and event normalizationDesigned for microstructure research

View exchange page

Aster

Futures

Aster derivatives coverage with normalized data structures and consistent metadata.

Unified schema with other derivatives venuesParquet-ready storage for scalable researchValidated timestamps and identifiers

View exchange page

Bitget

Spot • Futures

Bitget spot and futures data with standardized order book and trade streams.

Normalized order book snapshotsTrade and ticker parity across marketsEasy downstream ingestion

View exchange page

OKX

Spot • Futures

OKX market data coverage with normalized L2 depth and trade histories.

Spot + derivatives coverageResearch-ready parquet datasetsConsistent metadata across venues

View exchange page

Kraken

Spot

Kraken spot market data with normalized order book depth and trade histories.

Spot market normalizationHourly parquet exportsAligned schema with other spot venues

View exchange page

Bitmex

Futures

Bitmex derivatives data built for systematic research and execution analysis.

Derivatives-focused L2 order book dataNormalized trade and ticker feedsConsistent with multi-exchange schema

View exchange page

Lighter

Perpetuals

Lighter perpetuals data with consistent schema and efficient storage formats.

Perpetuals coverage with normalized eventsStructured for fast historical queriesAligned with CryptoHFTData schemas

View exchange page