Comparisons

Logs vs Metrics vs Traces: Observability Demystified

Venn Diagrams · made in Skemio

Venn diagram showing Logs, Metrics, and Traces overlapping to form telemetry intersections like Exemplars, Trace Context Logs, and Full Observability.
Venn diagram showing Logs, Metrics, and Traces overlapping to form telemetry intersections like Exemplars, Trace Context Logs, and Full Observability.
Open it in SkemioMake your own

What it shows

  • Metrics identify when a system degrades using cheap numeric aggregations.
  • Traces reveal where bottlenecks live across distributed network boundaries.
  • Logs detail why an error occurred by recording raw event context.

The takeaway

Metrics alert you, traces pinpoint the service, and logs diagnose the exact line of failure.

More venn diagrams