Production Video Metrics in Minutes, No Warehouse Required

Video quality directly impacts viewer retention, but most monitoring setups add unnecessary complexity. This guide shows how to capture the three metrics that actually predict user abandonment—startup latency, rebuffering frequency, and failure rate—without data warehouses or complex infrastructure. For teams launching video features, getting these signals in hours rather than weeks can mean the difference between understanding and fixing problems before users notice.