What AI says about Grafana

Since Jul 5Updated Oct 28, 2026Based on 29,953 AI responsesReviewed by

How we measure

grafana.com

AI summary

Grafana is an observability and data visualization platform that unifies metrics, logs, and traces across systems. It is among the brands most often named for container monitoring, tracking microservice dependencies, and building dashboards to monitor AI token burn rates.

GrafanaThis page41%

Products

Mentioned in

41%

of AI answers about Grafana and its rivals

The market map

Infrastructure Monitoring and Observability Platforms

Mentioned in

  1. #1PrometheusMentioned in 84%Avg. position 4.2
  2. #2DatadogMentioned in 74%Avg. position 3.6
  3. #3New RelicMentioned in 67%Avg. position 5.4
  4. #4GrafanaMentioned in 56%Avg. position 4.3
  5. #5tiedZabbixMentioned in 51%Avg. position 6.1
  6. #5tiedNetdata CloudMentioned in 51%Avg. position 6.4
  7. #5tiedDynatraceMentioned in 48%Avg. position 6.0
  8. #10cAdvisorMentioned in 23%Avg. position 7.2
  9. #11tiedSysdigMentioned in 20%Avg. position 7.2
  10. #11tiedUptime KumaMentioned in 17%Avg. position 5.7
  11. #13tiedPortainerMentioned in 16%Avg. position 9.0
  12. #15tiedLogicMonitorMentioned in 13%Avg. position 6.8
  13. #15tiedBetterStackMentioned in 11%Avg. position 5.0
  14. #18tiedOpenTelemetryMentioned in 10%Avg. position 11.2

Where Grafana ranks in AI

MarketRank · Mentioned in

Topics where AI mentions Grafana

TopicMentioned in · on this topic

How AI describes Grafana

Common descriptions

excellent · flexible · gold standard · highly customizable · industry standard · open-source

Tone of AI’s statements about Grafana

  • Positive48%
  • Neutral47%
  • Mixed4%
  • Negative1%
Rated above a rival
  • pricing89% of the answers comparing Grafana on pricing rate it better than a rival, 11% worse. Includes “cost”, “cost control”, “cost control, open-source software, or self-hosting”, “cost structure”, “cost-effectiveness”, “cost effectiveness”, “cost efficiency”, “customization and cost”, “infrastructure cost”, “maintenance cost”, “pricing flexibility”, “pricing model”, “telemetry cost”.
  • ease of useAI is mixed on ease of use: 57% of the answers comparing Grafana rate it worse than a rival, 43% better. Includes “assembly complexity”, “complexity”, “complexity and cost”, “complexity and speed”, “configuration complexity”, “cost and complexity”, “infrastructure complexity”, “learning curve”, “management complexity”, “onboarding complexity”, “operational complexity”, “operational simplicity”, “setup complexity”, “simplicity”, “usability”, “user-friendliness”.
  • integrationsAI is mixed on integrations: 64% of the answers comparing Grafana rate it worse than a rival, 36% better. Includes “integration”, “integration and maintenance”, “integration and operational expertise”, “integration work”, “integration seamlessness”, “integration type”, “out of the box integration”, “prometheus integration”, “workflow integration”.

Question: Best tracing tool to diagnose tail latency?

ChatGPTOct 28, 2026

Scales trace storage using object storage and integrates with Grafana, Prometheus, and Loki.

ChatGPTOct 24, 2026

Particularly attractive if your team already uses Prometheus and Grafana.

ChatGPTAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)

Question: Which microservices monitoring tools should I use?

Google AI ModeOct 28, 2026

Grafana LGTM Stack (Loki, Grafana, Tempo, Mimir/Prometheus): Best for a flexible, open-source, and cost-controlled environment.

Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPTAsk ChatGPT yourself (opens in a new tab)

How often AI mentions Grafana

Share of answers in Infrastructure Monitoring and Observability Platforms each week · since Jul 5

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Sep 3OctOct 22

How prominently AI mentions Grafana

Position in answers

  • Named first18%
  • 2nd or 3rd33%
  • Later49%

Each engine’s share of its own answers across Grafana’s markets

  • ChatGPT46%
  • Google AI Mode37%

Insights for Grafana

Since Jul 5

  • Gap between platforms: The Mentioned in is higher on ChatGPT Search than on Google AI Mode in AI Observability and Incident Management

    ChatGPTChatGPT44%Google AI ModeGoogle AI Mode32%

  • Gap between platforms: The platform gap for Grafana in Database Performance Monitoring Tools narrowed to 19.1 points, ChatGPT Search ahead

    ChatGPTChatGPT28%Google AI ModeGoogle AI Mode9%

  • Gap between platforms: The platform gap for Grafana in LLM Observability & Tracing Platforms narrowed to 6.3 points, ChatGPT Search ahead

    ChatGPTChatGPT18%Google AI ModeGoogle AI Mode12%

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Compare Grafana

Sources AI cites

grafana.com 43%Other sites 57%

The page AI cites most for Grafana

grafana.com favicongrafana.comHome page (opens in a new tab)1%of answers