# Datadog APM vs Google Cloud Trace

**Leader by Vioscale score:** Datadog APM

| Attribute | Datadog APM | Google Cloud Trace |
|---|---|---|
| **Vioscale score** | 63.4 (48% (low)) | 45.5 (41% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | 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. | - |
| 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":"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 | - | low |
| pricing.transparent | - | 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: Vioscale. Generated 2026-09-01T16:36:47.575Z. "-" = undocumented, not absent.*