What ChatGPT answers when asked this — the tools it recommends and the sources it leans on, tracked across 342 captures.
| # | Tool | How often | |
|---|---|---|---|
| 1 | Datadog | 100.0% of answers | |
| 2 | Grafana | 100.0% of answers | |
| 3 | Dynatrace | 99.0% of answers | |
| 4 | Prometheus | 94.0% of answers | |
| 5 | New Relic | 94.0% of answers | |
| 6 | Sentry | 78.0% of answers | |
| 7 | SigNoz | 78.0% of answers | |
| 8 | Loki | 76.0% of answers | |
| 9 | Honeycomb | 74.0% of answers | |
| 10 | Tempo | 74.0% of answers |
| # | Source | Type | Cited |
|---|---|---|---|
| 1 | reddit.com | Community | 628× |
| 2 | gartner.com | Editorial | 481× |
| 3 | apistatuscheck.com | Editorial | 233× |
| 4 | openobserve.ai | Editorial | 232× |
| 5 | oneuptime.com | Editorial | 228× |
| 6 | signoz.io | Editorial | 215× |
| 7 | newrelic.com | Editorial | 210× |
| 8 | dash0.com | Editorial | 192× |
| 9 | honeycomb.io | Editorial | 179× |
| 10 | cubeapm.com | Editorial | 176× |
| 11 | clickhouse.com | Editorial | 149× |
| 12 | techradar.com | Editorial | 142× |
Here’s a curated list of top alternatives to New Relic for application performance monitoring (APM), observability, and systems monitoring — ranging from enterprise‑grade platforms to open‑source and cost‑friendly options: Gartner (+2 more citation)
These tools match or exceed New Relic’s feature set (metrics, logs, traces, real‑user and synthetic monitoring).
1. Datadog – Unified observability for infrastructure, applications, logs, and security with deep integrations and analytics. Gartner (+1 more citation)
2. Dynatrace – AI‑driven platform with automatic discovery, dependency mapping, and automated root‑cause analysis. Great for large, distributed environments. Gartner (+1 more citation)
3. AppDynamics – Cisco’s enterprise APM and business performance monitoring with strong transaction and code‑level visibility. Gartner
4. Amazon CloudWatch – AWS native monitoring for logs, metrics, events, and alarms — ideal if you’re heavily on AWS. Gartner
5. Azure Monitor – Microsoft’s end‑to‑end observability platform across Azure services and hybrid infrastructure. Gartner
These let you avoid per‑user pricing or vendor lock‑in, often with self‑hosting:
6. SigNoz – Open‑source APM with unified metrics, logs, and trace visualization — a close open‑source match to New Relic. SigNoz
7. Grafana Stack (Grafana + Prometheus + Tempo + Loki) – Highly custom visualization + metric and trace collection; perfect if you want full control. Middleware (+1 more citation)
8. Elastic APM – Part of Elastic Observability (Elasticsearch); built for distributed tracing and real‑world monitoring at scale. Middleware
9. OpenObserve – Emerging open‑source unified platform focusing on logs, metrics, and traces without proprietary query languages. OpenObserve
10. Jaeger / SkyWalking / Uptrace – Specialized open‑source tools for distributed tracing and observability (often paired with Grafana/Prometheus). SigNoz
Best suited for specific use cases like error tracking, mobile/web performance, or simpler monitoring.
11. Sentry – Focused on error tracking and performance for apps, especially useful for developers. Embrace
12. AppSignal – Simpler APM with an easy‑to‑use UI and good for small/medium teams. AppSignal Blog
13. UptimeRobot – Not a full APM, but excellent for quick uptime and endpoint monitoring with minimal setup. UptimeRobot
14. Logz.io – Managed observability powered by open standards (ELK + Prometheus + Grafana). Logit.io
ManageEngine Applications Manager – Integrates application, server, and infrastructure monitoring. Gartner
Honeycomb – Focuses on high‑cardinality data and debugging distributed systems. Middleware (+1 more citation)
SolarWinds (Sumo Logic) – Adds log analytics and APM capabilities in a consolidated suite. honeycomb.io
Enterprise observability & automation: Dynatrace, Datadog, AppDynamics
AWS/Azure native stacks: CloudWatch, Azure Monitor
Open‑source control: SigNoz, Grafana Stack, Elastic APM
Developer‑centric or lightweight: Sentry, AppSignal, UptimeRobot
If you want, I can tailor recommendations based on your specific use case (e.g., cloud provider, budget, team size, or whether you prefer managed vs. open‑source).
Here are some of the top New Relic alternatives in 2026, grouped by use case so you can quickly narrow down what fits your stack and budget.
These are the most direct substitutes if you want something comparable to New Relic:
Datadog — very feature-rich (APM, logs, infra, security) but can get expensive at scale Atatus
Dynatrace — strong AI-driven monitoring and automation, widely praised in enterprise setups Gartner
AppDynamics — enterprise-grade APM with deep business transaction insights Atatus
IBM Instana — automatic instrumentation + real-time observability (great for microservices) Atatus
👉 Best if you want a “plug-and-play SaaS replacement”
Good if New Relic pricing or complexity is your main issue:
Atatus — simpler UI, predictable pricing, full-stack features Atatus
ManageEngine Applications Manager — cheaper and easier for smaller teams Atatus
Sumo Logic — log-heavy observability with decent APM support Atatus
Better Stack — strong logging + uptime + incident tooling combo BetterStack
👉 Best if you want lower cost + easier setup
Popular if you want control or to avoid SaaS pricing:
Grafana (LGTM stack) — dashboards + Prometheus + Loki + Tempo Nurbak Watch
SigNoz — OpenTelemetry-native APM, closest open-source New Relic alternative Nurbak Watch
Prometheus + OpenTelemetry — highly customizable monitoring stack techstack.sh
Elastic APM — part of ELK stack (logs + metrics + traces) eCommerce Fastlane
👉 Best if you want full control + no per-user pricing
These focus on specific observability areas:
Sentry — best for error tracking + performance monitoring Atatus
Honeycomb — debugging complex distributed systems (high-cardinality data) eCommerce Fastlane
SolarWinds — infrastructure and network monitoring Atatus
👉 Best if you only need part of New Relic (e.g., errors or logs)
Pick based on your main pain point:
💰 Cost issues → Grafana, SigNoz, Atatus
🧩 Complex microservices → Datadog, Dynatrace, Honeycomb
🔐 Data control / compliance → self-hosted (SigNoz, Elastic, CubeAPM)
⚡ Quick setup + UX → Datadog, Atatus
🐞 Error tracking focus → Sentry
From recent discussions:
“Sentry… Datadog… Dynatrace” dominate usage, while cost is the main reason people leave New Relic Reddit
“SigNoz… more value for money… no seat-based pricing” Reddit
Closest 1:1 replacement: Datadog or Dynatrace
Best cheaper alternative: Grafana Cloud or Atatus
Best open-source: SigNoz
Best for debugging: Honeycomb
If you want, tell me:
your stack (AWS, Kubernetes, Node, etc.)
team size / budget
what you actually use in New Relic (APM, logs, RUM…)
I can narrow it down to 2–3 best-fit tools for your exact setup.
See exactly where you stand today — and which sources to win.