The Publisher Performance Graph allows users to compare key performance metrics like impressions, clicks, and revenue for individual widgets or accounts. Users can filter the graph by date range and device type to view detailed performance data over time. Key metrics that can be compared include impressions, clicks, click-through rate, cost per click, revenue per thousand impressions, and total revenue.