Best Observability & APM for agencies

Ranked by AI-assistant recommendations, with integration breadth weighted up — agencies run many client stacks. We ask ChatGPT, Claude, Perplexity, Gemini and Copilot real buyer questions every hour and record which brands they name.

1. #1Grafana

   100% AI citation rate(5 questions)

   From:

   $19/month + usage

   Free tier:

   yes

   Integrations listed:

   8

   All Grafana Cloud services · Community support · 14 days metrics retention

   Robust observability tools · Useful free tier

   See Grafana's AI visibilityClaim this listing

2. #2Dynatrace

   100% AI citation rate(5 questions)

   From:

   $7/mo

   Integrations listed:

   3

   Full platform access · End-to-end observability · Custom metrics

   Comprehensive observability · Scalable with discounts

   See Dynatrace's AI visibilityClaim this listing

3. #3Honeycomb

   100% AI citation rate(5 questions)

   From:

   $150/month

   Free tier:

   yes

   Unlimited event exploration · Variable event volume · 100 Triggers

   Predictable pricing model · Unlimited querying

   See Honeycomb's AI visibilityClaim this listing

4. #4Datadog

   100% AI citation rate(5 questions)

   From:

   $500/500 credits/month

   Free tier:

   no

   Gain telemetry visibility via Bits Chat · Automate investigations with Bits Investigation · Integrate AI in code fixes

   Robust AI integration features · Extensive automation capabilities

   See Datadog's AI visibilityClaim this listing

5. #5New Relic

   100% AI citation rate(5 questions)

   Free tier:

   yes

   50+ capabilities in one platform · Unlimited free basic users · 100 GB of free data ingest/month

   Generous free tier with no credit card needed · Easy scale with pay-as-you-go options

   See New Relic's AI visibilityClaim this listing

6. #6AppDynamics

   40% AI citation rate(5 questions)

   Integrations listed:

   4

   Application performance monitoring · Application security linked to business risk · Monitoring for SAP® Solutions

   Full-stack observability across any environment · AI-powered troubleshooting

   See AppDynamics's AI visibilityClaim this listing

7. #7Sumo Logic

   0% AI citation rate(5 questions)

   Free tier:

   yes

   Integrations listed:

   4

   Unlimited users · Cloud-scale performance · Ad-hoc investigation

   Unlimited users with unthrottled performance · AI-driven features reduce false positives

   See Sumo Logic's AI visibilityClaim this listing

8. #8Splunk Observability

   0% AI citation rate(5 questions)
   See Splunk Observability's AI visibilityClaim this listing

9. #9Elastic Observability

   0% AI citation rate(5 questions)
   See Elastic Observability's AI visibilityClaim this listing

10. #10Lightstep

    0% AI citation rate(5 questions)

    Custom quotes available · Predictable pricing based on units · Scalability for growth

    Results-driven solutions · Transform tech estate effectively

    See Lightstep's AI visibilityClaim this listing