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Best APM for microservices

3 models · updated 2026-06-29

The verdict

Honeycomb leads — All 3 models rank Honeycomb the top startup.

Combined ranking

  1. 1
    Honeycomb—6 pts
    GPT #4Claude #5Gemini #3· Unrivaled debugging of high-cardinality query data for complex distributed system flows.

Not ranked (incumbents): Dynatrace, Datadog, New Relic, Datadog APM, Grafana Cloud, New Relic APM

By model

ChatGPT

  1. 1.Datadog APM
  2. 2.Dynatrace
  3. 3.New Relic APM
  4. 4.Honeycomb
  5. 5.Grafana Cloud

Claude

  1. 1.Datadog
  2. 2.Dynatrace
  3. 3.New Relic
  4. 4.Grafana Cloud
  5. 5.Honeycomb

Gemini

  1. 1.Datadog
  2. 2.Dynatrace
  3. 3.Honeycomb
  4. 4.New Relic
  5. 5.Grafana Cloud

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously