Head-to-head · Application Performance & Observability - Enterprise Software
Grafana Cloud Application Observability vs Observe by Snowflake
Grafana Cloud Application Observability leads on 1 check, Observe by Snowflake on 2, and 1 is even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreGrafana Cloud Application Observability · 7.3/10
- Free planonly Grafana Cloud Application Observability
- Most featuresObserve by Snowflake · 3 of 4
Grafana Cloud Application Observability scores higher on our rubric for application performance & observability - enterprise software: 7.3 against 7.1 out of 10; our editors rank them #5 and #7.
Grafana Cloud Application Observability offers free plan; Observe by Snowflake doesn't. Observe by Snowflake offers application monitoring; Grafana Cloud Application Observability doesn't publish it. Observe by Snowflake offers log management; Grafana Cloud Application Observability doesn't publish it.
Grafana Cloud Application Observability is the better fit for teams wanting unified telemetry with a free tier. Observe by Snowflake is the better fit for enterprises wanting OpenTelemetry-native telemetry analysis.
- Grafana Cloud Application Observability fits best
Teams wanting unified telemetry with a free tier
- Observe by Snowflake fits best
Enterprises wanting OpenTelemetry-native telemetry analysis
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Side by side
| Feature | Grafana Cloud Application Observability 7.3/10 Visit ↗ | Observe by Snowflake 7.1/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 7.3 | 7.1 |
| Ranking | #5 in Application Performance & Observability - Enterprise Software | #7 in Application Performance & Observability - Enterprise Software |
| Best for | Teams wanting unified telemetry with a free tier | Enterprises wanting OpenTelemetry-native telemetry analysis |
| Pricing model | Free plan + paid | Paid |
| Starting price | Not published | Not published |
| Free plan | ✓ (best) | — |
| Free trial | — | — |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Support | Email, Community, Docs | Docs |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features Grafana Cloud Application Observability 1/4 · Observe by Snowflake 3/4 | ||
| Distributed tracing | ✓ | ✓ |
| Application monitoring | Not published | ✓ (best) |
| Log management | Not published | ✓ (best) |
| Synthetic monitoring | Not published | Not published |
| Specs | ||
| Deployment options | Not published | Cloud |
| Data retention | Not published | Not published |
| Our review | ||
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| Our verdict | Grafana Cloud Application Observability is a cloud-based application performance monitoring service for teams instrumenting applications with OpenTelemetry and Prometheus. It brings application telemetry into service inventories and maps,… Read the review → |
Observe by Snowflake is a fully managed observability platform for SRE, DevOps, application-development, product and support teams. It accepts OpenTelemetry logs, metrics and traces without sampling, then connects those signals through an… Read the review → |
Strengths and trade-offs
Grafana Cloud Application Observability — where it wins
- Explore metrics, logs, traces, and profiles in one application view.
- Map service relationships and inspect service health and request performance.
- Free tier includes 2,232 host hours and community support.
Where it doesn't
- Requires application instrumentation that sends data to Grafana Cloud.
- Pro adds a $19 monthly platform fee on top of host-hour pricing.
- Frontend RUM is delivered through the related Frontend Observability offering.
Observe by Snowflake — where it wins
- Unsampled OpenTelemetry ingestion for logs, metrics and traces
- Context Graph maps services and dependencies automatically
- AI SRE supports incident investigation and root-cause analysis
Where it doesn't
- Cloud deployment only
- No free plan for evaluation
- Support channel listed is documentation
- Grafana Cloud Application Observability7.3/10 · Free plan · paid from $0.03
Unifies application telemetry and service views, with a free tier and usage-priced Pro plan.
Visit Grafana CloudFull verdict → - Observe by Snowflake7.1/10 · From $0.01
OpenTelemetry-native observability with unsampled telemetry and AI-assisted investigation.
Visit ObserveFull verdict →
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All application performance & observability - enterprise software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
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