Vegas Golden Knights Trade ROI Analysis
VGK: Front Office Masterminds?
A data-driven review of Vegas Golden Knights trades through realized on-ice value, future asset value, and cap efficiency.
This project compares the value received by Vegas in each trade against the value given up, with the goal of creating a cleaner and more transparent way to study how those moves actually worked out over time.
Trade ROI
Compare the realized value Vegas received against the value the club gave up in each deal.
Cap Efficiency
Layer contract cost over performance to see which trades returned the most value per dollar committed.
Methodology
Understand how xGAR, expected value, and cap efficiency shape the project's scoring.

Featured Project
Snapshot of the VGK Trade ROI experience, the first project inside the Golden Edge Analytics group.
Dashboard Preview
A preview area for the project dashboards.
This section is designed to showcase the main Trade ROI and Cap Efficiency views before users click into the full dashboards page.

Trade ROI Dashboard
A quick view of overall trade returns, balancing value received against value sent out.
View dashboards
Cap Efficiency Dashboard
A focused look at how contract cost and on-ice value interacted across the evaluated trade window.
View dashboards