Head-to-head · Application Performance & Observability - Enterprise Software
Datadog APM vs Observe by Snowflake
Datadog APM leads on 0 checks, Observe by Snowflake on 2, and 2 are 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 scoreDatadog APM · 8.4/10
- Most featuresObserve by Snowflake · 3 of 4
Datadog APM scores higher on our rubric for application performance & observability - enterprise software: 8.4 against 7.1 out of 10; our editors rank them #2 and #7.
Observe by Snowflake offers application monitoring; Datadog APM doesn't publish it. Observe by Snowflake offers log management; Datadog APM doesn't publish it.
Datadog APM is the better fit for teams wanting mature, integrated application tracing. Observe by Snowflake is the better fit for enterprises wanting OpenTelemetry-native telemetry analysis.
- Datadog APM fits best
Teams wanting mature, integrated application tracing
- Observe by Snowflake fits best
Enterprises wanting OpenTelemetry-native telemetry analysis
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Side by side
| Feature | Datadog APM 8.4/10 Visit ↗ | Observe by Snowflake 7.1/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.4 | 7.1 |
| Ranking | #2 in Application Performance & Observability - Enterprise Software | #7 in Application Performance & Observability - Enterprise Software |
| Best for | Teams wanting mature, integrated application tracing | Enterprises wanting OpenTelemetry-native telemetry analysis |
| Pricing model | Paid | Paid |
| Starting price | $31/mo | Not published |
| Free plan | — | — |
| Free trial | — | — |
| Deployment | Cloud | Cloud |
| Platforms | Web, iOS, Android | Web |
| Support | Live chat, Email, Community, Docs | Docs |
| Integrations | 1 integrations | 400+ integrations |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features Datadog APM 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 | Datadog APM helps development and operations teams monitor distributed applications, databases and frontend experiences from a cloud platform. It provides code-level distributed traces, automatic service discovery, dependency… 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
Datadog APM — where it wins
- Distributed tracing with automatic service discovery and dependency views
- Correlates traces with logs, metrics and real user monitoring data
- Dashboards, SLOs and deployment tracking support ongoing service oversight
Where it doesn't
- No free plan is available
- Annual billing starts at $31 per host per month
- Continuous profiling and queue dependency mapping require higher tiers
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
- Datadog APM8.4/10 · From $31/mo (annual) · 14-day trial
A capable tracing suite with deep correlations, but annual per-host pricing raises the entry cost.
Visit DatadogFull 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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Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
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