DA Datadog vs GL Grafana Loki
See how Datadog vs Grafana Loki stack up head-to-head. Compare real-world performance, pricing differences, and feature sets. Inspect platform details..
Quick Verdict
Datadog excels at core workflow integration; Grafana Loki wins on log aggregation and dashboards. Choose Datadog if you prioritize core workflow integration; choose Grafana Loki if you need log aggregation and dashboards.
Datadog vs Grafana Loki Feature Comparison
| Feature | Datadog | Grafana Loki |
|---|---|---|
| Log Aggregation | Not supported No | Supported Yes Centralized log aggregation with LogQL |
| Full-Stack APM | Not supported No | Not supported No Log aggregation only, not full APM |
| Dashboards | Not supported No | Supported Yes Native Grafana integration for dashboards |
| Alerting | Not supported No | Supported Yes Log-based alerting rules |
| Metrics | Not supported No | Supported Yes Label-based indexing (cost-efficient) |
| Query Language | Not supported No | Supported Yes Prometheus-compatible query language (LogQL) |
| Horizontal Scaling | Not supported No | Supported Yes Horizontal scaling via object storage |
| Multi-Tenancy | Not supported No | Supported Yes Multi-tenant log isolation |
| Integrations | Not supported No | Supported Yes Grafana, Prometheus, Tempo integrations |
| Storage Backends | Not supported No | Supported Yes Object storage backends (S3, GCS, Azure, MinIO) |
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About Datadog
Disclosure: We may earn a commission if you click any of these links and make a purchase, at no additional cost to you. This does not influence our reviews.
Datadog is a full-stack monitoring and security platform providing APM, infrastructure monitoring, log management, real user monitoring, security monitoring, and 700+ integrations. Features: unified dashboarding, alerting, distributed tracing, log correlation, database monitoring, network monitoring, and AI observability. Premium pricing but comprehensive coverage.
About Grafana Loki
Disclosure: We may earn a commission if you click any of these links and make a purchase, at no additional cost to you. This does not influence our reviews.
Grafana Loki is a log aggregation system designed to be cost-effective and Prometheus-compatible. Unlike Elasticsearch, Loki indexes only labels (not full text), making it dramatically cheaper to operate. Integrates natively with Grafana for visualization and Prometheus for correlation. Supports LogQL query language, alerting, and retention policies.
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