OpenObserve is super fast, definitely very lightweight, and you can get started with an initial POC in two to three minutes to be honest.
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.
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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.
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
| Feature | Sentry | OpenObserve | Reference Links |
|---|---|---|---|
| Full observability: logs, metrics, traces, dashboards, alerts, pipelines | Partial: app errors, tracing, limited logs/metrics | ✓ | LogsMetricsTracesDashboardsAlertsPipelines |
| Error and crash tracking | ✓ Best-in-class issue grouping | ✓ Via logs, traces, and RUM error tracking | Learn more |
| Infrastructure & Kubernetes monitoring | ✗ Application-level only | ✓ Host, container, and K8s metrics | Learn more |
| Log aggregation at scale | Limited: small included quota, app-debugging focus | Petabyte-scale log search and analytics | Learn more |
| Real User Monitoring | Session Replay, billed per replay | ✓ RUM with session replay included | Learn more |
| Pricing model | Separate quotas per errors, spans, replays, logs + overages | Simple ingest-based pricing; self-hosted is free | Pricing |
| Open Source | Source-available (FSL license) | ✓ | - |
| Self-hosting complexity | Kafka, ClickHouse, Redis, PostgreSQL stack | Single binary or Helm chart, minutes to deploy | Learn more |
| Query language | UI-driven queries, limited ad-hoc analytics | SQL + PromQL | Used universally with no learning curve |
| Data retention & storage | Fixed retention (typically 90 days on SaaS) | Object storage: retain for years without budget blowouts | Learn more |
| OpenTelemetry | Accepts OTel data, optimized for Sentry SDKs | OTel-native for logs, metrics, and traces | Learn 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.
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.
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.
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.
Frequently Asked Questions
Common questions about switching from Sentry to OpenObserve