
A single XGBoost / LightGBM / JAX model stack purpose-built for sports — not retrofitted BI tools. GPU-accelerated simulation running 10,000+ scenarios per game in real time.
Sub-second probability streams for every possession, drive, and round. REST API and WebSocket feeds compatible with Viz, Chyron, and all major broadcast graphics systems.
Native Kalshi and Polymarket connectivity. Automated 50% Kelly sizing, live odds ingestion, and multi-book line shopping built into the core operational workflow.
NFL, NBA, College Basketball, and UFC live now. College Football, Soccer, MLB, and NHL in development. One integration partner, year-round intelligence pipeline.
Win probability, opponent tendency modeling, injury impact quantification, and trade & draft intelligence — delivered to your front office in real time.
Request franchise briefReplace static stats with live predictive overlays. Create new branded sponsorship inventory at 2–4× CPMs. One API, days to integrate, zero dead air.
Explore broadcast tiersEdge Finder, Player Prop Engine, and weekly picks every Wednesday and Sunday. Sharp-grade models. Prediction market automation. No guesswork, no subscriptions to garbage.
See Scout & Sharp plansVAR's models are backtested across five NFL seasons and validated in live deployment. Every number on this page reflects real outcomes — not in-sample training metrics.
Methodology: XGBoost ensemble with LightGBM on full-season feature sets. Live shrinkage factor 0.80 on ATS spreads. Kelly fraction 0.50 for bet sizing.
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