Escaping the Cost/Visibility Tradeoff in Observability Platforms

For over a decade, application performance monitoring (APM) tools have been popular for tracking app metrics, offering low-effort integration and instant metrics collection, but often leading to unexpected high costs due to inefficient practices in modern architectures. The rise of service complexity and the need for dashboards and custom metrics can inflate costs, forcing teams to choose between visibility and affordability, which can impact product stability and user trust. Modern observability solutions like Honeycomb address these challenges by eliminating the need to store data in multiple formats and focusing on event-based pricing, using wide, attribute-rich events that integrate log and trace data for real-time analysis without pre-storing metrics. This approach, supported by scalable tools like OpenTelemetry, allows teams to shift from traditional APM practices, leading to significant cost savings and reinvestment into product enhancements. Companies like CCP Games, Intercom, and Slack have benefited from improved instrumentation and problem-solving efficiency, with a notable example being a compliance tech provider that reduced observability costs from 5% to less than 1% of total revenue by adopting these modern practices, thus aligning observability spend with application value while enhancing user experience.