What are the key differences between AWS CloudWatch and Grafana + Prometheus?

Compare AWS CloudWatch and Grafana + Prometheus side by side on Lunoo to see detailed feature differences, AI scores, and expert analysis.

How are AWS CloudWatch and Grafana + Prometheus scored?

AWS CloudWatch has an AI score of 7.0/10 and Grafana + Prometheus has an AI score of 8.0/10. Scores are based on features, user satisfaction, and overall quality analysis.

AWS CloudWatch vs Grafana + Prometheus 2026 — Compared

AWS CloudWatch

Grafana + Prometheus

WINNER Grafana + Prometheus

Grafana + Prometheus edges ahead with a score of 8.0/10 compared to 7.0/10 for AWS CloudWatch. While both are highly rat...

AWS CloudWatch

7.0 Good

Website Monitoring Get AWS CloudWatch open_in_new

emoji_events WINNER

Grafana + Prometheus

8.0 Very Good

Website Monitoring Get Grafana + Prometheus open_in_new

psychology AI Verdict

Grafana + Prometheus edges ahead with a score of 8.0/10 compared to 7.0/10 for AWS CloudWatch. While both are highly rated in their respective fields, Grafana + Prometheus demonstrates a slight advantage in our AI ranking criteria. A detailed AI-powered analysis is being prepared for this comparison.

emoji_events Winner: Grafana + Prometheus

verified Confidence: Low

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description Overview

AWS CloudWatch

For organizations deeply embedded in the Amazon Web Services ecosystem, CloudWatch is the native, most integrated monitoring tool. It provides seamless metric collection for EC2, Lambda, RDS, and more. While it lacks the cross-platform visibility of dedicated SaaS tools, its integration depth within AWS services is unmatched, making it the default choice for AWS-first deployments.

Grafana + Prometheus

This combination represents the gold standard for highly customizable, self-hosted monitoring. Prometheus scrapes metrics from targets, and Grafana provides the visualization layer. While it requires significant initial setup expertise, the resulting system is infinitely customizable, cost-effective at scale, and provides unparalleled control over data pipelines. It is the choice for mature engine...