Browser Use Rethinks Agent Dashboard Metrics

Browser agents are moving from demos to production workflows, making visibility into reliability and cost more important than flashy task completion.

• –Success rate by website and workflow should be a core metric
• –Latency, retries, CAPTCHA failures, and human handoffs reveal operational bottlenecks
• –Token, browser-session, proxy, and compute costs are essential for pricing and capacity planning
• –Developers need replayable traces and screenshots to debug failures, not just aggregate charts
• –B2B teams will likely prioritize team usage, permissions, audit logs, and SLA-style reliability reporting