Avinash Kaushik, a personal hero of mine, gives the best definition I’ve ever heard of the difference between a KPI (key performance indicator) and a metric.
A KPI has a direct line of sight toward the bottom line. A metric is useful for tracking and evaluating specific tactics.
Revenue is usually a KPI. Bounce Rate usually isn’t.