Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| DatadogTop pick | #1 | #1 | #3 | |
| Dynatrace | #2 | #2 | #1 | |
| Grafana | #3 | #3 | #2 | |
| New Relic | #7 | #5 | #4 | |
| Splunk | #4 | #4 | #5 | |
| Elastic Observability | #5 | #6 | #6 | |
| Chronosphere | #6 | — | #8 | |
| IBM Instana | #9 | — | #7 | |
| Prometheus | #8 | #8 | — | |
| OpenTelemetry | #12 | #9 | — | |
| Honeycomb | #10 | #12 | — | |
| BMC | #11 | #11 | — | |
| Azure Monitor | — | #7 | — | |
| Coralogix | — | — | #9 | |
| Amazon CloudWatch | — | #10 | — | |
| LogicMonitor | — | #13 | — |
Responses
What each engine answered, and how the shortlist moved.
- Datadog — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Dynatrace — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Grafana — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Splunk — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Elastic Observability — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Chronosphere — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- New Relic — As of November 2026, the strongest analyst-recommended observability vendors are Datadog, Dynatrace, Grafana Labs, Splunk, Elastic, Chronosphere, and New Relic.
- Prometheus — Cloud-native observability, Prometheus-based monitoring and telemetry cost management.
- IBM Instana
- Honeycomb — It evaluates 19 vendors, including Datadog, Dynatrace, Grafana Labs, Elastic, Chronosphere, Splunk, New Relic, Honeycomb and Microsoft.
- BMC
- OpenTelemetry — A useful next step: I can put together a competitive analysis of the top 10 observability vendors, comparing analyst positioning, strengths, weaknesses, pricing models, AI capabilities, OpenTelemetry support and ideal…
- Datadog — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Dynatrace — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Grafana — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Splunk — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- New Relic — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Elastic Observability — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Azure Monitor — Analysts most often recommend Datadog, Dynatrace, Grafana Labs, Splunk, New Relic, Elastic, and Microsoft/Azure Monitor—but the best choice depends on whether you prioritize breadth, automation, logs, developer…
- Prometheus — Grafana Labs / Grafana Cloud — A strong choice for teams using Prometheus, OpenTelemetry, and open-source or composable observability stacks; particularly strong for dashboards and visualization.
- OpenTelemetry — Grafana Labs / Grafana Cloud — A strong choice for teams using Prometheus, OpenTelemetry, and open-source or composable observability stacks; particularly strong for dashboards and visualization.
- Amazon CloudWatch — Microsoft Azure Monitor and Amazon CloudWatch — Especially practical when rebuilding around Azure or AWS, respectively; ETR found both highly favored by users planning a new technology stack.
- BMC — ServiceNow and BMC — ISG’s top three overall IT observability leaders were ServiceNow, Dynatrace, and BMC.
- Honeycomb — Honeycomb and LogicMonitor — Honeycomb is highly rated by Gartner Peer Insights, while LogicMonitor is particularly relevant for hybrid infrastructure monitoring.
- LogicMonitor — Honeycomb and LogicMonitor — Honeycomb is highly rated by Gartner Peer Insights, while LogicMonitor is particularly relevant for hybrid infrastructure monitoring.
Major technology industry analysts—such as in the Gartner Magic Quadrant for Observability Platforms —categorize the market based on a vendor's Ability to Execute and Completeness of Vision.[](https://www.gartner.com/en/documents/8114397) The prominent Leaders and key recommended vendors in the enterprise observability space include:
- Dynatrace — Dynatrace : Recognized consistently as a Leader (including in the 2026 evaluation), noted for its unified full-stack observability platform and deterministic, outcome-driven AI capabilities designed to handle complex…
- Grafana — Grafana Labs : Positioned as a Leader with high marks for completeness of vision, celebrated for its open and composable platform architecture (Grafana Cloud) that handles disparate data sources…
- Datadog — Datadog : Widely highlighted as a market leader with a robust, highly integrated SaaS-based platform spanning infrastructure monitoring, APM, and log management.
- New Relic — New Relic : Frequently positioned strongly for its unified telemetry data platform and developer-centric consumption pricing model.
- Splunk — Splunk (Cisco) : Recognized for its powerhouse position in log analytics, security data, and comprehensive operational intelligence at enterprise scale.
- Elastic Observability — Elastic : Noted for its strong search-analytics foundation and flexibility in log management and application observability.
- IBM Instana — Other notable vendors evaluated in the wider enterprise landscape include major hyperscalers and specialized players like Microsoft, AWS, IBM, Chronosphere, and Coralogix.[](https://www.gartner.com/en/documents/8114397).
- Chronosphere — Other notable vendors evaluated in the wider enterprise landscape include major hyperscalers and specialized players like Microsoft, AWS, IBM, Chronosphere, and Coralogix.[](https://www.gartner.com/en/documents/8114397).
- Coralogix — Other notable vendors evaluated in the wider enterprise landscape include major hyperscalers and specialized players like Microsoft, AWS, IBM, Chronosphere, and Coralogix.[](https://www.gartner.com/en/documents/8114397).
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| gartner.com | Analyst | 6 | ChatGPT, Perplexity, Google AI Mode |
| grafana.com | Brand site · Grafana | 2 | ChatGPT, Google AI Mode |
| isg-one.com | Web | 2 | ChatGPT, Perplexity |
| augmentcode.com | Web | 1 | Perplexity |
| citehawk.com | Web | 1 | Perplexity |
| datadoghq.com | Brand site · Datadog | 1 | ChatGPT |
| dqlabs.ai | Web | 1 | Perplexity |
| dynatrace.com | Brand site · Dynatrace | 1 | Google AI Mode |
| elastic.co | Web | 1 | ChatGPT |
| etr.ai | Web | 1 | Perplexity |
| g2.com | Review site | 1 | Perplexity |
| onfire.ai | Web | 1 | Perplexity |
| sphericalinsights.com | Web | 1 | Perplexity |
| spotlightar.com | Web | 1 | ChatGPT |
| techtarget.com | Web | 1 | Perplexity |