Platform / Execution Analytics
Trade cost analysis.
Execution precision.
Measure slippage, analyze fill quality, and compare venue performance with institutional-grade Transaction Cost Analysis (TCA). Optimize execution with data-driven insights.
Optimize every trade
Institutional-grade execution measurement for systematic operators.
Slippage measurement
Quantify execution cost vs. arrival price, decision price, or interval VWAP. Track slippage trends by strategy, venue, and market condition. Identify opportunities to reduce trading costs.
Venue comparison
Compare fill rates, liquidity, and execution quality across exchanges. Route orders to venues with best historical performance for specific pairs and sizes. Measure real vs. advertised liquidity.
Strategy attribution
Break down P&L into alpha generation vs. execution cost. Isolate performance impact from timing, sizing, and venue selection decisions. Validate strategy improvements with quantifiable metrics.
How Execution Analytics works
Automated analysis from order decision to final fill.
Capture execution data
Collect order timestamps, fill prices, venues, and market data snapshots. Automatic ingestion from exchange APIs and internal signals.
Calculate metrics
Compute slippage, fill rate, VWAP deviation, and market impact. Compare against multiple benchmarks with configurable lookback windows.
Analyze & optimize
Review AI-highlighted patterns and anomalies. Adjust routing logic, timing, or sizing based on historical TCA results.
Technical specifications
Precise measurement with transparent benchmark methodology.
TCA metrics
- Slippage: arrival price, decision price, interval VWAP benchmarks
- Fill rate analysis: partial fills, timeouts, cancellations
- Market impact measurement: temporary vs. permanent
- Venue comparison: liquidity, spread, execution speed
Data capture
- Sub-millisecond timestamp precision for all order events
- Orderbook snapshots at decision time and execution time
- Trade tape and market microstructure data
- Strategy signal storage for attribution analysis
Reporting
- Trade-by-trade detail view with full context
- Aggregated summaries by strategy, venue, time period
- Trend analysis: slippage evolution over time
- Export as PDF, CSV, or programmatic API access
Integration
- Automatic ingestion from Saigo.io execution layer
- Compatible with external order management systems (OMS)
- FIX protocol support for institutional workflows
- Real-time alerting on execution quality degradation
Beta Access
Execution measurement that compounds edge
Early beta participants get lifetime access at founding rates. Execution Analytics integrates seamlessly with all Saigo.io platform capabilities.
Ready to optimize execution?
Join the beta to access Execution Analytics alongside the full Saigo.io platform.