Tardis

Raw historical market data is available both in exchange native and normalized formats and includes full order book depth snapshots plus incremental updates, tick-by-tick trades, historical open interest, funding, index and mark prices. io Futures, Gate. dev is the the most comprehensive digital assets data platform, providing access to high frequency historical raw tick data for a wide range of use cases such as market microstructure and order book dynamics research, liquidity and lead-lag analysis, trading execution optimization, backtesting and optimization of trading strategies, full historical order book reconstruction at any given point in time, training machine learning models, alpha generation, designing quantitative models, academics research, data visualizations and more. dev provides historical tick-level cryptocurrency market data API that enables optimization and backtesting of latency-sensitive trading strategies, market microstructure research, historical full order book reconstruction and more. Historical tick-level order book data, tick-by-tick trades, quotes, open interest, funding, liquidations, options chains and more. io and top digital assets such as Bitcoin, Ethereum, Litecoin, Ripple, Cardano, BNB, LEO as well as Bitcoin and Ether derivatives (Options, Futures and Perpetual Swaps). Tardis. BitMEX, Deribit, Binance Perpetual Futures, Binance Delivery Futures, Binance Spot, FTX, OKEx Futures, OKEx Swap, OKEx Options, OKEx Spot, Huobi Futures, Huobi Swap, Huobi Global, Bitfinex Derivatives, Bitfinex Spot, Kraken Futures (Crypto Facilities), Kraken, Bitstamp, Coinbase Pro, Gemini, Poloniex, CoinFLEX, Bybit, Phemex, FTX US, OKCoin, bitFlyer, HitBTC, Delta, Binance US, Binance UK, Binance Jersey, Binance DEX, Gate. Real-time consolidated market data streaming API via client libraries that connect directly to exchanges' WebSocket APIs. API access and downloadable CSV files