New Relic
What ChatGPT, Claude, Gemini & Grok actually say · July 2026 · incumbent
The verdict
New Relic appears in 5 AI-ranked categories — best position #5 for apm for microservices.
Strong all-in-one observability with mature APM, OpenTelemetry support, logs/metrics/traces/RUM, good developer UX, and generally easier rollout than heavier enterprise suites
What would move New Relic up
- GPT Improve deep enterprise-scale root-cause automation and service dependency intelligence
- Claude Regain product momentum and trust — post-acquisition uncertainty and a slower feature cadence versus Datadog/Grafana have made it a defensive rather than aspirational choice
- Gemini Redesign and declutter the fragmented user interface to improve usability and daily workflow speed.
Top alternatives per the models: Datadog · Dynatrace · Grafana Cloud · Honeycomb
Strong all-in-one observability with approachable APM, logs, infrastructure, browser, mobile, synthetics, service maps, and generally simpler onboarding than heavier enterprise platforms
What would move New Relic up
- GPT Rebuild more market confidence and differentiation against Datadog and Dynatrace at the high end
- Claude Regain product momentum and innovation pace — post-acquisition it has been consolidating rather than leading, and its query/dashboard experience trails Grafana and Datadog
- Gemini Deprecate legacy proprietary agent patterns fully in favor of first-class, out-of-the-box OpenTelemetry standards.
Top alternatives per the models: Datadog · Grafana Cloud · Dynatrace · Honeycomb
Strong unified observability with solid Kubernetes coverage plus eBPF Pixie for automatic service maps and metrics with minimal instrumentation; flexible NRQL, generous free tier, more predictable pricing than Datadog, and good OpenTelemetry support with solid infra-to-APM correlation.
What would move New Relic up
- GPT Improve deep Kubernetes troubleshooting and cost predictability enough to match Datadog and Grafana Cloud
- Grok Infrastructure metrics depth and Kubernetes-specific automation/topology awareness lag behind Dynatrace or Datadog in complex or very large deployments; occasional UI clutter and ingest cost surprises in high-pod-churn environments.
Top alternatives per the models: Datadog · Prometheus + Grafana · Grafana Cloud · Dynatrace
Strong all-in-one observability suite with capable distributed tracing, good OpenTelemetry support, useful service maps, logs/metrics correlation, and approachable onboarding for teams that want one managed platform
What would move New Relic up
- GPT Make deep trace investigation and dependency analysis feel as sharp and trace-native as Honeycomb or Datadog
- Gemini Streamline its user interface to make tracing and visualizing deeply nested microservice call graphs less fragmented.
Top alternatives per the models: Datadog · Honeycomb · Grafana Tempo · Dynatrace
Simple pricing based on ingestion size, native OpenTelemetry support, and built-in eBPF instrumentation.
What would move New Relic up
- Gemini Overhaul the cluttered user interface to improve navigation speed.
Top alternatives per the models: Datadog · Grafana Loki · Elastic Observability · Dynatrace
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology