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Getting Started with OpenObserve

July 30, 2026
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Sentry Alternative

OpenObserve vs Sentry

Full observability, logs, metrics, traces, and RUM, not just error tracking. No per-event quotas or surprise overage bills. See why dev and ops teams are switching from Sentry.

Sentry bills separate quotas for errors, spans, replays, and logs; overages can add 15-30% to your bill during incidents.See simple, ingest-based pricing →Estimate based on publicly reported Sentry pay-as-you-go overage patterns. Actual savings depend on your event volume and plan.
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Why teams switch from Sentry

The many reasons that teams are making the switch

No Per-Event Quotas

Sentry meters errors, spans, replays, and logs separately; a noisy deploy can burn a month's quota in hours. OpenObserve uses simple ingest-based pricing.

Full-Stack, Not App-Only

Sentry stops at application errors and APM. OpenObserve covers logs, metrics, traces, RUM, and infrastructure/Kubernetes monitoring in one platform.

Self-Hosting That's Actually Simple

Self-hosted Sentry needs Kafka, ClickHouse, Redis, and PostgreSQL. OpenObserve runs as a single binary or an HA cluster via Helm in minutes.

Log Analytics at Scale

Sentry's logs product is scoped to application debugging with small included quotas. OpenObserve is built for full log search and analytics at petabyte scale.

OpenTelemetry Native

Instrument once with vendor-neutral OTel SDKs and collectors instead of Sentry SDKs. Standard SQL/PromQL and open Parquet storage; switch anytime.

Minimal Operational Overhead

Stateless architecture backed by object storage. Long retention without ClickHouse or Postgres capacity planning. Zero infrastructure complexity.

Live demo

See how OpenObserve goes beyond Sentry

Get a personalized walkthrough and see how one platform replaces error tracking plus your separate logging and metrics tools.

  • 30-minute personalized walkthrough
  • No credit card required
  • See your real migration path from Sentry

Feature comparison

Application monitoring vs full-stack observability

FeatureSentryOpenObserveReference Links
Full observability: logs, metrics, traces, dashboards, alerts, pipelinesPartial: app errors, tracing, limited logs/metricsLogsMetricsTracesDashboardsAlertsPipelines
Error and crash tracking✓ Best-in-class issue grouping✓ Via logs, traces, and RUM error trackingLearn more
Infrastructure & Kubernetes monitoring✗ Application-level only✓ Host, container, and K8s metricsLearn more
Log aggregation at scaleLimited: small included quota, app-debugging focusPetabyte-scale log search and analyticsLearn more
Real User MonitoringSession Replay, billed per replay✓ RUM with session replay includedLearn more
Pricing modelSeparate quotas per errors, spans, replays, logs + overagesSimple ingest-based pricing; self-hosted is freePricing
Open SourceSource-available (FSL license)-
Self-hosting complexityKafka, ClickHouse, Redis, PostgreSQL stackSingle binary or Helm chart, minutes to deployLearn more
Query languageUI-driven queries, limited ad-hoc analyticsSQL + PromQLUsed universally with no learning curve
Data retention & storageFixed retention (typically 90 days on SaaS)Object storage: retain for years without budget blowoutsLearn more
OpenTelemetryAccepts OTel data, optimized for Sentry SDKsOTel-native for logs, metrics, and tracesLearn more
IAM & SSO✓ (SSO on higher tiers)SAML, OIDC, LDAP, role-based access

Migrating from Sentry

Because OpenObserve is OpenTelemetry-native, most Sentry migrations are a matter of re-pointing instrumentation, not rewriting it.

1

Deploy OpenObserve and run it alongside Sentry

Stand up OpenObserve Cloud or self-host in minutes. If you already run an OpenTelemetry Collector, add an OTLP exporter pointing at OpenObserve; both platforms receive data during the transition.

2

Move instrumentation to OpenTelemetry

Replace Sentry SDKs with vendor-neutral OpenTelemetry SDKs for traces and logs, and add OpenObserve RUM to your frontend for sessions, errors, and replays. Exceptions flow in as structured events you can search and alert on.

3

Rebuild alerts, then cut over

Recreate your key Sentry alert rules as SQL or PromQL alerts, build dashboards that combine app errors with infrastructure health, validate in parallel, then complete the cutover. Our team can help accelerate this process.

Ajith Natarajan

OpenObserve is super fast, definitely very lightweight, and you can get started with an initial POC in two to three minutes to be honest.

Ajith Natarajan

Ajith Natarajan

Lead Software Engineer, Radius.ai

Frequently Asked Questions

Common questions about switching from Sentry to OpenObserve

OpenObserve: the open-source Sentry alternative

An open-source, OpenTelemetry-native platform that unifies logs, metrics, traces, and RUM, beyond error tracking, with no per-event quotas. Radius.ai got started with a working POC in minutes, not months. Also evaluating other tools? See how OpenObserve compares to Datadog, New Relic, Honeycomb.

Full observability: not just application errors
No per-event quotas or overage surprises
Self-hosted or cloud: your data, your control