Trades
Reconstruct every executed trade across supported venues with timestamp precision
Monitor market activity and liquidity shifts at the tick level
Backtest execution strategies with full historical trade tapes
Benchmark trading costs and detect anomalies in fills
Feed ML models with clean, normalized trade-level data for predictive analytics
Quotes
Capture best bid and ask updates across supported venues
Monitor spreads and liquidity shifts in real time
Backtest strategies with full quote history
Detect market-making opportunities from order book top-of-book data
Benchmark execution costs vs. prevailing quotes
Limit Order Book
Access full-depth order book updates across supported venues
Reconstruct intraday market states with nanosecond precision
Backtest algorithmic strategies using historical L2/L3 order flow
Analyze liquidity shifts, market depth, and resiliency under stress
Detect spoofing, layering, and hidden liquidity via detailed book changes