Data and analytics

Application performance monitoring

Tools for monitoring application performance, uptime, errors, and distributed traces

Application performance monitoring is growing in line with its peers; its strongest place is agent skills at 1.1× the typical product. The fastest product is golang-benchmark, up 2.0×. 105 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • Agent skills27 products1.14×
  • Code editor extensions22 products1.00×
  • Open-source editor extensions9 products0.97×

The line marks 1×: the typical product in that place.

Fastest products

  1. 1golang-benchmarkAgent skills2.0×
  2. 2golang-observabilityAgent skills2.0×
  3. 3otel-instrumentationAgent skills1.7×
  4. 4sentry-cliAgent skills1.6×
  5. 5slo-implementationAgent skills1.5×
  6. 6System MonitorOpen-source editor extensions1.5×
  7. 7grafana-dashboardsAgent skills1.5×
  8. 8distributed-tracingAgent skills1.5×
  9. 9service-mesh-observabilityAgent skills1.5×
  10. 10dotnet-trace-collectAgent skills1.4×

Application performance monitoring: quick answers

Not faster than its peers right now; the closest is agent skills at 1.1× the typical product.

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