Teams preferring Grafana, Prometheus, Loki, Tempo and open telemetry patterns.
Cardinality, retention and collection architecture still need design.
Reviewed 2026-10-04 · Observability platforms
Grafana CloudvsAmazon CloudWatch
A decision guide for teams choosing an operating model—not a feature-count contest. Validate current limits and pricing in the linked product documentation before committing.
01 / Short answer
Choose for the constraint you cannot ignore.
Grafana Cloud: Teams preferring Grafana, Prometheus, Loki, Tempo and open telemetry patterns.
Amazon CloudWatch: AWS estates wanting provider-native telemetry and automation integration.
02 / Decision matrix
The operating differences.
| Criterion | Grafana Cloud | Amazon CloudWatch |
|---|---|---|
| Operating model | Managed observability built around Grafana and open telemetry backends. | AWS-native metrics, logs, alarms, traces and operational dashboards. |
| Best fit | Teams preferring Grafana, Prometheus, Loki, Tempo and open telemetry patterns. | AWS estates wanting provider-native telemetry and automation integration. |
| Main trade-off | Cardinality, retention and collection architecture still need design. | Cross-account design, log volume and query costs require governance. |
| Pricing basis | Telemetry usage and service tier | Metrics, logs, queries, alarms and related usage |
| Portability lens | Most value comes from its own platform integration; price migration explicitly. | Most value comes from its own platform integration; price migration explicitly. |
03 / Selection test
Run a proof of operation, not a polished demo.
The test should include deployment, identity, telemetry, failure recovery and one real policy requirement. A happy-path deployment cannot expose day-two cost.
- 01Telemetry model
Test this with one representative workload and record the operational owner, failure path and exit cost.
- 02Managed operations
Test this with one representative workload and record the operational owner, failure path and exit cost.
- 03Cloud integration
Test this with one representative workload and record the operational owner, failure path and exit cost.
- 04Query experience
Test this with one representative workload and record the operational owner, failure path and exit cost.
- 05Cost controls
Test this with one representative workload and record the operational owner, failure path and exit cost.
AWS estates wanting provider-native telemetry and automation integration.
Cross-account design, log volume and query costs require governance.
The responsibility boundary is explicit.
Name which system owns identity, deployment, policy, telemetry and recovery. If both appear to own the same decision, simplify.
04 / Due diligence
Verify before signing or migrating.
- Current regional availability, limits and deprecation policy.
- Total cost at expected usage, including data, support and operations.
- Identity, audit-log and private-network requirements.
- Backup, export and exit path for configuration and data.
- Skills required for upgrades, incidents and policy exceptions.
Related comparisons
Check the nearest alternative.
Need the decision tested in your environment?
Gritt can run the proof of concept, map the security boundary and cost the operating model.
Compare with your workload →