Liquidity Monitor & Order Book Analysis

Estimate slippage by capturing multi-level bid and ask depth via streaming order-book updates, then computing likely slippage for your target order size. This monitors order book depth to prevent expensive or unreliable execution.

Liquidity scoring converts real-time order-book depth and spread conditions into a liquidity grade from A+ through F. This scoring mechanism supports trade execution quality decisions by quantifying if current liquidity makes entries and exits reliable.

Yes, you monitor spread widening and detect whale walls by applying real-time execution quality assessment to streaming order-book updates. The system emits alerts when spreads widen beyond thresholds and identifies large-order walls for whale detection.

Track VWAP and microstructure signals by analyzing order-book depth, spread, and imbalance together to generate decision signals. This microstructure signal generation supports precise entry timing, exit sizing, and market making spread opportunities.

Yes, you need streaming order-book data to analyze liquidity imbalance effectively. Capturing multi-level bid and ask depth via streaming updates is required to compute liquidity grades, estimate slippage, and emit spread and imbalance alerts.