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Getting Started with OpenObserve

July 30, 2026
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Splunk Alternative

OpenObserve vs Splunk

5x less Hardware Costs. Open standards. Zero infrastructure complexity. See why teams are switching from Splunk.

Teams cut their Splunk infrastructure costs 5x.See your ingest-based pricing →Estimate based on typical OpenObserve customer savings versus Splunk licensing and hardware costs.
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TRUSTED BY INNOVATIVE TEAMS

140x
Lower storage costs compared to Elasticsearch
20.4k+
Github Stars
8,000+
Companies trust us

Why teams switch from Splunk

The many reasons that teams are making the switch

No Complex Licensing

Transparent pricing. No per-host fees. 5x less hardware costs than Splunk

140x Storage Efficiency

Columnar storage delivers better compression. Longer Data Retention.

Deploy in Minutes, Not Weeks

Single binary or Deploy HA Cluster via Helm for a production ready setup in minutes.

Logs, metrics, traces unified

Full observability in one platform. No separate products for APM or traces.

No Vendor Lock-in

Standard SQL/PromQL. OpenTelemetry-native. Open storage format( Apache Parquet) - Switch anytime.

Minimal Operational Overhead

No forwarders, indexers, or search heads. Stateless architecture. Zero infrastructure complexity.

Live demo

See how OpenObserve replaces Splunk

Get a personalized walkthrough and see how much you'd save moving off Splunk's per-GB licensing.

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

Feature comparison

Modern, full-stack observability

FeatureSplunkOpenObserveReference Links
Feature parity: logs, metrics, traces, dashboards, alerts, pipelinesLogsMetricsTracesDashboardsAlertsPipelines
Query languageSPL - Proprietary languageSQL/PromQL Used universally with no learning curve
ManageabilityRequires dedicated teamSet and forget to be run with stateless architectureLearn more
Data Retention Storage Nodes, tend to inflate costs.Object Storage, longer term without budget blowouts.Learn more
Open Source-
IAM & SSO SAML, OIDC, LDAP, role-based access

Migrating from Splunk

For organizations considering migration, a well-planned strategy is essential for success.

1

Point your collectors to OpenObserve

Deploy OpenObserve alongside Splunk and configure your data collectors to send to both platforms simultaneously. No code changes required; just update collector endpoints.

2

Recreate dashboards and migrate alerts

Translate your critical SPL queries to SQL using our migration guides. Rebuild key dashboards in OpenObserve's modern UI. Configure alerts with equal or better granularity.

3

Complete cutover and optimize costs

Gradually shift production workloads from Splunk to OpenObserve, starting with non-critical services. Monitor performance and address issues in real-time. 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 Splunk to OpenObserve

OpenObserve: the open-source Splunk alternative

An open-source, SQL and OpenTelemetry-native observability platform with 140x lower storage costs than traditional indexing. Radius.ai got started with a working POC in minutes, not months. Also evaluating other tools? See how OpenObserve compares to Elasticsearch, Splunk Observability Cloud, Sumo Logic.

140x lower storage cost vs. indexing
SQL + PromQL: no proprietary SPL
Self-hosted or cloud: your data, your control