MEASURED 3 NOVEMBER 2026 · 30 AI ANSWERS
Best Observability Tools, according to 5 AIs
We asked ChatGPT, Gemini, Google AI Mode, Claude and Perplexity 6 buyer questions about observability platforms. Datadog was named most often, in 30 of 30 answers. This page reports which observability platforms AI recommends, not our own review of them.
Which brands AI names
| Brand | Named in | Own site cited in | ChatGPT | Gemini | Google AI Mode | Claude | Perplexity |
|---|---|---|---|---|---|---|---|
| Datadog datadoghq.com | 30 of 30 | 5 of 30 | 6 of 6 | 6 of 6 | 6 of 6 | 6 of 6 | 6 of 6 |
| Grafana grafana.com | 28 of 30 | 7 of 30 | 6 of 6 | 6 of 6 | 5 of 6 | 5 of 6 | 6 of 6 |
| New Relic newrelic.com | 27 of 30 | 5 of 30 | 6 of 6 | 5 of 6 | 5 of 6 | 5 of 6 | 6 of 6 |
| Dynatrace dynatrace.com | 22 of 30 | 3 of 30 | 5 of 6 | 4 of 6 | 4 of 6 | 6 of 6 | 3 of 6 |
| Splunk splunk.com | 16 of 30 | 2 of 30 | 2 of 6 | 3 of 6 | 4 of 6 | 4 of 6 | 3 of 6 |
| Honeycomb honeycomb.io | 10 of 30 | 3 of 30 | 4 of 6 | 2 of 6 | 1 of 6 | 1 of 6 | 2 of 6 |
| Elastic elastic.co | 10 of 30 | 2 of 30 | 2 of 6 | 0 of 6 | 3 of 6 | 3 of 6 | 2 of 6 |
Which websites AI cites
The sites these answers linked to most often. If you sell in this category, these are the pages shaping what AI tells your buyers.
| Website | Cited in |
|---|---|
| gartner.com | 11 of 30 answers |
| augmentcode.com | 10 of 30 answers |
| motadata.com | 9 of 30 answers |
| cribl.io | 8 of 30 answers |
| dotcom-monitor.com | 8 of 30 answers |
| ir.com | 8 of 30 answers |
| metoro.io | 8 of 30 answers |
| dupple.com | 7 of 30 answers |
| grafana.com | 7 of 30 answers |
| grepr.ai | 6 of 30 answers |
| openobserve.ai | 6 of 30 answers |
| dash0.com | 5 of 30 answers |
What AI recommends for each question
The brands named most often in the answers to each question, out of 5 answers per question.
What is the best observability platform for a small business?
Datadog (5 of 5), Grafana (5 of 5), New Relic (5 of 5), Dynatrace (2 of 5)
What is the best observability platform for a large enterprise?
Datadog (5 of 5), Dynatrace (5 of 5), Splunk (5 of 5), Grafana (4 of 5)
Which observability platform offers the best value for money?
Datadog (5 of 5), Grafana (5 of 5), New Relic (5 of 5), Dynatrace (2 of 5)
Which observability platform is the easiest to set up and use?
Datadog (5 of 5), Grafana (4 of 5), New Relic (4 of 5), Dynatrace (3 of 5)
What are the top observability platforms to consider in 2026?
Datadog (5 of 5), Dynatrace (5 of 5), Grafana (5 of 5), Honeycomb (5 of 5)
Which observability platform do experts recommend most often?
Datadog (5 of 5), Dynatrace (5 of 5), Grafana (5 of 5), New Relic (5 of 5)
Is your brand on this list?
Open its page for its own figures by question and by AI, a badge for your site, and a free comparison with Datadog. Not on the list? Ask us to add your brand.
Datadog · Grafana · New Relic · Dynatrace · Splunk · Honeycomb · Elastic
Cite this data
You are welcome to quote or republish these figures. Please credit IndexHalo with a link to this page (CC BY 4.0). All our datasets are on the data page.
IndexHalo. "AI recommendations for observability platforms." Measured 3 November 2026. https://www.indexhalo.com/leaderboards/observability/
<a href="https://www.indexhalo.com/leaderboards/observability/">AI recommendations for observability platforms, IndexHalo</a>
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