Data and analytics

Data observability and logs

Tools for analyzing logs, telemetry, traces, and data or infrastructure health

Data observability and logs is growing in line with its peers; its strongest place is agent skills at 1.1× the typical product. The fastest product is loki-label-analyzer, up 2.9×. 80 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • Agent skills18 products1.06×
  • Code editor extensions21 products1.01×
  • Open-source editor extensions15 products0.96×

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

Fastest products

  1. 1loki-label-analyzerAgent skills2.9×
  2. 2lokiAgent skills2.7×
  3. 3golang-samber-slogAgent skills2.3×
  4. 4Splunk Observability StudioOpen-source editor extensions2.2×
  5. 5base44-troubleshooterAgent skills2.0×
  6. 6openUBMC 一键日志解析Open-source editor extensions1.9×
  7. 7cx-telemetry-queryingAgent skills1.5×
  8. 8coralogix-docsAgent skills1.4×
  9. 9axiom-sreAgent skills1.3×
  10. 10Trinity 8810Open-source editor extensions1.2×

Data observability and logs: quick answers

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

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