Grafana Cloud Application Observability

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From $0.03/mo Free plan WebWindowsmacOSLinuxiOSAndroid

Spec score 9.3 #1 of 38 in Database Monitoring

What it is

Grafana Cloud Application Observability monitors applications and brings OpenTelemetry and Prometheus data together to help software engineers investigate anomalies and their causes. Its knowledge graph discovers services and relationships from telemetry, while the service catalog displays latency, error ratio, and request rate for each service. The RCA workbench and Entity Graph help investigate correlated problems across a stack. Metrics, logs, traces, and profiles share a unified view, with drill-down from a service into its signals. Grafana identifies Alloy as a collector with native pipelines for OpenTelemetry and Prometheus. The free plan includes up to 2,232 host hours per month and community support. Pro is listed at $0.03 a month, with a $19 monthly platform fee and $0.025 per host hour; host hours and application telemetry are billed at standard Grafana Cloud rates. Serverless usage is billed on telemetry ingested instead of host hours. The cloud service runs on Linux, macOS, Windows, and the web.

Spec sheet

What it does: Grafana Cloud Application Observability provides managed application performance monitoring by combining OpenTelemetry and Prometheus telemetry with Grafana Cloud insights.Read 14 Oct 2026 · grafana.com
Purpose: Grafana Cloud Application Observability provides out-of-the-box application monitoring and uses OpenTelemetry and Prometheus data to support root-cause analysis.Read 29 Sep 2026 · grafana.com
Free plan: YesRead 23 Sep 2026 · grafana.com
Integrations: Grafana Cloud connection tiles support Java, .NET, Beyla, Grafana Alloy, OTLP, and the upstream OpenTelemetry Collector.Read 14 Oct 2026 · grafana.com
License: The Grafana open-source project is distributed under AGPL-3.0-only, with listed Apache-2.0 exceptions; Grafana Cloud itself is a managed service.Read 14 Oct 2026 · github.com
Founded: 2014Read 28 Sep 2026 · grafana.com
Company: Grafana Labs lists its headquarters as New York, New York, USA, and its founding year as 2014.Read 29 Sep 2026 · grafana.com
Automatic anomaly detection: Automatic baselines and knowledge-graph analysis detect saturation, anomalies, failures, and errors without custom queries or alert rules.Read 14 Oct 2026 · grafana.com
Beyla requirement: Grafana Beyla auto-instrumentation works without code changes but requires Linux kernel 5.8 or newer with BTF enabled.Read 14 Oct 2026 · grafana.com
Billing: Application Observability charges for host hours and for application telemetry at standard Grafana Cloud rates.Read 29 Sep 2026 · grafana.com
Company founded: Grafana Labs was founded in 2014 by Raj Dutt, Anthony Woods, and Torkel Ödegaard.Read 14 Oct 2026 · linkedin.com
Company legal name: Crunchbase lists Grafana Labs’ legal name as Raintank, Inc.Read 14 Oct 2026 · crunchbase.com
Developer tooling: Developer resources include Grafana CLI, Foundation SDK, observability-as-code, Git Sync, and CI/CD dashboard provisioning.Read 14 Oct 2026 · grafana.com
Documentation depth: The documentation covers setup, instrumentation, pricing, cost optimization, troubleshooting, APIs, SDKs, dashboards, integrations, and signal exploration.Read 14 Oct 2026 · grafana.com
Free usage limit: The free Application Observability plan includes up to 2,232 host hours per month and community support.Read 29 Sep 2026 · grafana.com
Instrumentation options: Supported approaches include Grafana Java and .NET distributions, upstream JavaScript/Python/PHP/Go SDKs, Beyla eBPF, and the OpenTelemetry Operator.Read 14 Oct 2026 · grafana.com
Limit: Android app scope: The official Android app requires a Grafana Cloud account and does not support Grafana OSS.Read 14 Oct 2026 · play.google.com
Limit: AWS Marketplace reviewers: Reviewers report configuration complexity, steep expertise requirements, non-real-time alerting at times, and maintenance overhead from extensive customization.Read 14 Oct 2026 · aws.amazon.com
Limit: billing identity: Services missing supported OpenTelemetry host identifiers are excluded from host-hour billing and receive a configuration warning.Read 14 Oct 2026 · grafana.com
Limit: G2 learning curve: G2 reviewers repeatedly report steep learning curves, complex setup, and difficult query configuration.Read 14 Oct 2026 · g2.com
Limit: Gartner pricing: Gartner’s displayed dislikes repeatedly identify cost as a problem.Read 14 Oct 2026 · gartner.com
Limit: iOS alert sounds: An App Store reviewer requested custom alert ringtones because built-in sounds were not loud enough for on-call use.Read 14 Oct 2026 · apps.apple.com
Limit: TrustRadius alerting: TrustRadius reviewers mention limited baseline or anomaly alerting, insufficient data transformation, and complexity for advanced setups.Read 14 Oct 2026 · trustradius.com
OpenTelemetry compatibility: Applications can send OTLP telemetry using Grafana or upstream OpenTelemetry SDKs and collectors.Read 14 Oct 2026 · grafana.com
Praise: AWS Marketplace reviewers: Reviewers praise unified dashboards, broad data-source integrations, customization, and alerting.Read 14 Oct 2026 · aws.amazon.com
Praise: G2 dashboards: G2 reviewers repeatedly praise flexible, intuitive dashboards and real-time visualization.Read 14 Oct 2026 · g2.com
Praise: Gartner integration: Gartner reviewers like correlating metrics, logs, and traces in one view and the native OpenTelemetry support.Read 14 Oct 2026 · gartner.com
Praise: TrustRadius flexibility: TrustRadius reviewers praise Grafana as a flexible single pane for dashboards, visualization, alerting, and multiple data sources.Read 14 Oct 2026 · trustradius.com
Pricing model: New customers from February 13, 2026 pay $0.025 per host hour plus $0.50 per 1,000 active metric series and $0.50 per GB for traces, logs, and profiles.Read 14 Oct 2026 · grafana.com
Public APIs: Grafana documentation exposes HTTP APIs for dashboards, folders, playlists, data sources, alerting, RBAC, users, teams, service accounts, and a Grafana Cloud API.Read 14 Oct 2026 · grafana.com
Rating on Apple App Store: 4.7 out of 5 from 60 ratingsRead 14 Oct 2026 · apps.apple.com
Rating on AWS Marketplace: 4.5 out of 5 from 159 reviewsRead 14 Oct 2026 · aws.amazon.com
Rating on Chrome Web Store: 5 out of 5 from 1 ratingRead 14 Oct 2026 · chromewebstore.google.com
Rating on G2: 4.5 out of 5 from 209 reviewsRead 14 Oct 2026 · g2.com
Rating on Gartner Peer Insights: 4.6 out of 5 from 437 ratingsRead 14 Oct 2026 · gartner.com
Rating on Google Play: 3.7 out of 5 from 94 reviewsRead 14 Oct 2026 · play.google.com
Rating on TrustRadius: 8.6 out of 10 from 173 reviewsRead 14 Oct 2026 · trustradius.com
RED metrics: Service views show request rate, error ratio, and latency metrics together with dependencies and runtime context.Read 14 Oct 2026 · grafana.com
Root-cause analysis: The product includes an RCA workbench and entity graph for investigating correlated issues.Read 14 Oct 2026 · grafana.com
Security and compliance: Grafana Cloud lists FedRAMP, NATSEC100, PCI DSS, A-LIGN, SOC Type II, and GDPR credentials or compliance claims.Read 14 Oct 2026 · grafana.com
Self-hosting boundary: Application Observability is delivered in Grafana Cloud; the setup documentation also supports sending telemetry to self-managed Loki, Mimir, or Tempo backends.Read 14 Oct 2026 · grafana.com
Serverless billing: Serverless environments such as AWS Lambda, Cloud Run, Azure Functions, and Vercel are billed by telemetry rather than host hours.Read 14 Oct 2026 · grafana.com
Service discovery: The knowledge graph automatically discovers services and their relationships from telemetry.Read 14 Oct 2026 · grafana.com
Service health: The service catalog shows RED metrics: latency, error ratio, and request rate for each service.Read 29 Sep 2026 · grafana.com
Service inventory: A real-time service catalog displays service health and performance.Read 14 Oct 2026 · grafana.com
Service map: A dynamic service map visualizes dependencies and activity paths between services.Read 14 Oct 2026 · grafana.com
Signal correlation: Metrics, logs, traces, and profiles can be explored together through the OpenTelemetry data model.Read 14 Oct 2026 · grafana.com
Telemetry: The product brings metrics, logs, traces, and profiles into a unified view and supports drilling from a service into its signals.Read 29 Sep 2026 · grafana.com
Who it is for: Grafana describes the product as an application performance monitoring solution that helps software engineers detect anomalies, identify root causes, and fix problems.Read 29 Sep 2026 · grafana.com

Plans and prices

Free Free Always free 2,232 host hours Read 23 Sep 2026 · grafana.com

Pro $0.03 a month $0.025 per host hour; $19 monthly platform fee; pay as you go above included usage 2,232 host hours included with platform fee Read 23 Sep 2026 · grafana.com

Free Free Always free 2,232 host hours/month · community support · no credit card Read 14 Oct 2026 · grafana.com

Pro $0.03 a month $0.025/host hour ($18/host); $19/month platform fee 50 GB ingested/month included · 30-day retention · 8×5 email support · automatic volume discounts Read 14 Oct 2026 · grafana.com

Enterprise Priced on request Custom pricing; minimum $25,000 annual commit Premium support · public, federal, or bring-your-own-cloud deployment Read 14 Oct 2026 · grafana.com

Every Grafana Cloud Application Observability plan and price →

Strong points and limits

Strong points

Service relationships are discovered from telemetry.
Catalog shows latency, error ratio, and request rate.
Metrics, logs, traces, and profiles share one view.
Supports distributed tracing and dependency mapping.

Limits

Free plan is limited to 2,232 host hours monthly.
Pro lists a $19 monthly platform fee.
Serverless billing is based on ingested telemetry.

Who it suits

It suits software engineers who need to detect application anomalies and investigate root causes using service health and telemetry signals. The free plan may fit usage within its 2,232 monthly host-hour allowance.

Grafana Cloud Application Observability in depth

Read the full write-up

Overview

Grafana Cloud Application Observability is a cloud service for monitoring applications built on OpenTelemetry and Prometheus data. It is best suited to software engineers tracing performance problems across services. Its shared telemetry view is a strong fit for that work, though usage-based charges mean costs can rise with host hours and ingested telemetry.

The product combines metrics, logs, traces, and profiles so an investigation can move from a service into its signals. A knowledge graph discovers services and their relationships from telemetry, and the service catalog presents latency, error ratio, and request rate for each service. That combination gives teams both a service-level starting point and a way to follow issues across a stack.

Key features

Service health and root-cause analysis

The service catalog’s RED metrics help engineers identify which services merit attention; the RCA workbench and Entity Graph support investigation of correlated issues across the stack. Distributed tracing, transaction tracing, dependency mapping, and log correlation add useful investigative context. These capabilities suit multi-service applications better than simple deployments with few dependencies.

Telemetry, integrations, and alerting

Metrics, logs, traces, and profiles share a view, with drill-down from a service into its signals. Grafana identifies OpenTelemetry and Prometheus as compatible data sources and Alloy as a collector with native pipelines for both. Alert deduplication, routing rules, enrichment, and suppression can help teams manage alert flow, alongside real user monitoring. The product is cloud deployed, so it is not the choice for teams seeking a self-hosted deployment.

Pricing

The Free plan is free, billed Always free, and includes up to 2,232 host hours per month with community support. It is a sensible way to start or to cover a modest workload, but host-hour limits constrain how much application infrastructure it can monitor without moving to paid usage.

Pro is $0.03 a month, billed $0.025 per host hour, with a $19 monthly platform fee and 2,232 host hours included with that fee; usage above the included amount is pay as you go. This gives growing teams room beyond the free allowance, but the platform fee and metered overage make workload forecasting important. Application telemetry is also charged at standard Grafana Cloud rates. In serverless environments, billing is based on telemetry ingested rather than host hours, so host-hour estimates alone will not capture cost.

Enterprise has custom pricing and includes full service, premium support, and deployment flexibility. It is aimed at organizations that need those service and deployment terms rather than a published fixed price. Grafana lists FedRAMP compliance, NATSEC100 certification, PCI DSS compliance, A-LIGN certification, AICPA SOC Type II verification, and GDPR compliance.

Platforms

Grafana Cloud Application Observability runs on Linux, macOS, Windows, and the web. Its cloud deployment is the deciding distinction for teams comparing it with software they operate themselves.

Who it's for

Grafana positions the product for software engineers who need to detect anomalies, identify root causes, and fix application problems. Teams already using OpenTelemetry or Prometheus can build on those data sources; teams operating serverless workloads should pay particular attention to telemetry-based billing. It is less compelling for organizations that need self-hosting or a narrow, single-purpose profiler.

Pros and cons

Pros: Service discovery, RED health metrics, and a service-to-signal view connect service status with underlying telemetry.

Pros: The RCA workbench, Entity Graph, tracing, dependency mapping, and log correlation support investigations across application components.

Pros: A free plan includes 2,232 host hours per month, giving teams a meaningful starting allowance.

Cons: Pro combines a monthly platform fee with per-host-hour billing and telemetry charges, so total spend depends on workload.

Cons: Serverless usage is billed on ingested telemetry, which can make host-hour budgeting inapplicable.

Cons: Cloud-only deployment excludes teams that require self-hosted observability.

Alternatives

For profiling-focused work, YourKit Java Profiler is a paid Java profiler with a free plan and trial; its single-seat annual subscription is $449,449 a year, including one year of support and upgrades for one installed copy and one user at a time. Scalene is a free open-source Python profiler installed via pip or conda, a more focused option for Python profiling. JProfiler is another paid profiler: its single perpetual license is $549 as a one-time purchase, or $768, paid once with one year of support and upgrades. Pyroscope is a profiling alternative with a free tier of 50 GB ingested per month and 14-day retention, and a Pro plan at $19 a month.

For Java troubleshooting, VisualVM is a free standalone tool for Java 8–26 on Windows, Linux, and macOS. For Linux and macOS profiling, async-profiler is a free open-source option under the Apache License 2.0. Javadoc is included with the JDK; JDK 25 binaries are free under Oracle No-Fee Terms and Conditions through September 2028. For database provisioning and masking, Redgate SQL Provision uses capacity tiers based on production data volume, from 1TB to 100TB, and offers a free trial.

Browse Profiling Software, Database Performance Monitoring Software, Alert Management Software, Database Monitoring, Cloud Monitoring, and Distributed Tracing Tools for related categories.

Verdict

Choose Grafana Cloud Application Observability if your engineers need to investigate application health across services using correlated telemetry and service maps. Its strongest case is the connected view from service discovery through root-cause work; its main drawback is cost tied to host hours and telemetry, so teams with highly variable ingestion or a self-hosting requirement should look elsewhere.

Verdict

Grafana Cloud Application Observability combines service discovery, health metrics, and correlated telemetry for application investigation. Check the host-hour and telemetry billing model against your workload before choosing a plan.