# Datadog APM vs Google Cloud Trace

**Leader by vioscaleAI score:** Datadog APM

| Attribute | Datadog APM | Google Cloud Trace |
|---|---|---|
| **vioscaleAI score** | 53.8 (61% (medium)) | 47.1 (41% (low)) |
| content.faq | `[{"answer":"An observability platform providing code-level distributed tracing across web and mobile frontends, backend services, and databases. Correlates traces with logs, metrics, real-user monitoring data, and security signals to enable teams to detect root causes quickly and optimize application performance. It is indexed under APM Tools.","source":"https://www.datadoghq.com/product/apm/","question":"What is Datadog APM?","confidence":0.6},{"answer":"Datadog APM supports the web, iOS and Android. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.datadoghq.com/product/apm/","question":"What platforms does Datadog APM support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Datadog APM, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.datadoghq.com/product/apm/","question":"Can Datadog APM be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Datadog APM, including Google Vertex AI, Google Cloud Security Command Center, Google Cloud SQL, Google Cloud Run and Google Cloud Dataflow. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.datadoghq.com/product/apm/","question":"What does Datadog APM integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Datadog APM. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Datadog APM not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.datadoghq.com/security","question":"What security certifications does Datadog APM have?","confidence":0.7},{"answer":"Datadog APM is available worldwide. The vendor is headquartered in the United States.","source":"https://www.datadoghq.com/product/apm/","question":"Where is Datadog APM available?","confidence":0.75}]` | `[{"answer":"Google Cloud Trace offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://cloud.google.com/php/docs/reference/cloud-sql-admin/0.4.1/V1beta4.SqlPricingPlan","question":"Is Google Cloud Trace free?","confidence":0.6},{"answer":"Google Cloud Trace supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://cloud.google.com/php/docs/reference/cloud-sql-admin/0.4.1/V1beta4.SqlPricingPlan","question":"What platforms does Google Cloud Trace support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Google Cloud Trace, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://cloud.google.com/php/docs/reference/cloud-sql-admin/0.4.1/V1beta4.SqlPricingPlan","question":"Can Google Cloud Trace be self-hosted?","confidence":0.6}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A monitoring and observability service that provides real-time visibility into application performance, user experience, network activity, and logs through unified monitoring, analytics, and AI-powered investigation capabilities. | - |
| features.capabilities | `{"rum":true,"hosting":"cloud","service_map":true,"otel_support":"native","slo_tracking":true,"db_monitoring":true,"code_profiling":true,"error_analytics":true,"anomaly_detection":true,"distributed_tracing":true,"auto_instrumentation":true}` | `{"hosting":"cloud","languages":"Node.js, Go, Java, Python","otel_support":"native","distributed_tracing":true}` |
| integrations.count | 35 | - |
| integrations.list | `[{"name":"Google Vertex AI"},{"name":"Google Cloud Security Command Center"},{"name":"Google Cloud SQL"},{"name":"Google Cloud Run"},{"name":"Google Cloud Dataflow"}]` | - |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"ios":true,"web":true,"android":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"subscription","summary":"Free trial available","sourceUrl":"https://www.datadoghq.com/product/apm/","retrievedAt":"2026-10-13T10:35:00.390Z"}` | `{"type":"usage","summary":"Free tier with $300 in free credit; pay-as-you-go usage-based pricing","freeTier":true,"sourceUrl":"https://cloud.google.com/php/docs/reference/cloud-sql-admin/0.4.1/V1beta4.SqlPricingPlan","retrievedAt":"2026-08-13T18:16:29.557Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | unknown | low |
| pricing.transparent | no | no |
| reliability.status_page | yes | yes |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |

## Capabilities (APM Tools)

| Capability | Datadog APM | Google Cloud Trace |
|---|:--:|:--:|
| **Instrumentation** |  |  |
| Auto-instrumentation | ✓ | - |
| Distributed tracing | ✓ | ✓ |
| **Insight** |  |  |
| Service map | ✓ | - |
| Code / continuous profiling | ✓ | - |
| Database monitoring | ✓ | - |
| Error analytics | ✓ | - |
| Real-user monitoring | ✓ | - |
| SLO / error-budget tracking | ✓ | - |
| **Intelligence** |  |  |
| Anomaly / root-cause AI | ✓ | - |
| **Standards** |  |  |
| OpenTelemetry support | OTel-native | OTel-native |
| **Core** |  |  |
| Language agents | - | Node.js, Go, Java, Python |
| **Deployment** |  |  |
| Hosting | Cloud only | Cloud only |

*Source: vioscaleAI. Generated 2026-10-16T20:10:35.422Z. "-" = undocumented, not absent.*