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SpiceDB vs OpenFGA — Google Zanzibar Authorization Engines Compared

SpiceDB and OpenFGA are the two leading open-source implementations of Google's Zanzibar authorization system. Both provide relationship-based access control at scale, but they differ in backing, ecosystem integration, and operational characteristics. This comparison helps teams choose the right Zanzibar implementation for their authorization infrastructure.

Analyzed by Raşit Akyol on April 4, 2026

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What Sets Them Apart

SpiceDB is developed by AuthZed as a commercially-backed open-source project, while OpenFGA is maintained by Okta's Auth0 team and hosted as a CNCF sandbox project. This backing difference matters for long-term support — SpiceDB has a dedicated company whose entire business depends on the product, while OpenFGA benefits from Okta's resources and the CNCF governance model.

SpiceDB and OpenFGA at a Glance

Schema languages differ in syntax but express similar concepts. SpiceDB uses its own Protobuf-inspired schema language, while OpenFGA uses a JSON-based DSL with a visual playground for testing. Both support defining object types, relations between objects, and computed permissions that derive from relationship traversals. OpenFGA's visual playground gives it an edge for learning and prototyping.

Performance characteristics are comparable for most workloads, with both achieving single-digit millisecond permission checks. SpiceDB emphasizes its support for distributed deployments across PostgreSQL, MySQL, CockroachDB, and Google Spanner. OpenFGA supports PostgreSQL and MySQL. For teams requiring multi-region authorization with strong consistency, SpiceDB's Spanner support is a differentiator.

Client SDK coverage is similar. SpiceDB provides libraries for Go, Python, Java, Ruby, JavaScript, and .NET. OpenFGA offers official SDKs for the same languages. Both expose gRPC and HTTP APIs. OpenFGA's SDKs are directly maintained by Okta's team, while SpiceDB's client libraries are maintained by AuthZed.

Enterprise Adoption and Production Scale

Enterprise adoption signals differ. SpiceDB counts Netflix, GitHub, and Canva among its production users. OpenFGA is used by Grafana Labs for dashboard permissions, Canonical for Ubuntu Pro access, and Docker for container registry authorization. Both have proven scalability in demanding production environments.

For teams already in the Okta/Auth0 ecosystem, OpenFGA provides a more natural integration path. For teams that need Spanner support or prefer a company-backed commercial support model, SpiceDB with AuthZed's managed service is the better choice. Both are excellent implementations of the Zanzibar model.

Operational maturity slightly favors SpiceDB, which has been in production longer and has a larger community. OpenFGA's CNCF sandbox status provides governance assurance and a path to broader ecosystem integration within the cloud-native landscape. Both projects are actively developed with regular releases.

Watch Functionality and Real-Time Permissions

Watch functionality — the ability to subscribe to permission changes in real-time — is available in both systems. This enables building reactive UIs that update access indicators when permissions change, without polling. SpiceDB's watch implementation is more mature, while OpenFGA's is rapidly improving.

Testing and development workflows are well-supported by both. SpiceDB offers zed, a CLI tool for schema management and testing. OpenFGA provides a visual playground and a CLI for model validation. Both support writing authorization model tests that can run in CI/CD pipelines to catch permission regressions.

The Bottom Line

Our recommendation: choose SpiceDB if you need Spanner support, commercial backing, or have the most demanding scale requirements. Choose OpenFGA if you prefer CNCF governance, are in the Okta ecosystem, or value the visual playground for authorization modeling. Both are production-ready and implement Zanzibar faithfully.

Quick Comparison

FeatureSpiceDBOpenFGA
PricingFree open source — AuthZed managed from $500/moFree and open source under Apache-2.0 license
PlatformsgRPC and HTTP APIs — Go, Python, Java, Ruby, JS clientsDocker — SDKs for JS, Python, Go, Java, .NET, Ruby
Open SourceYesYes
TelemetryCleanClean
DescriptionSpiceDB is an open-source authorization database inspired by Google's Zanzibar system, providing relationship-based access control (ReBAC) at scale. It defines permissions through a schema language that models relationships between users, resources, and roles, then evaluates authorization checks in single-digit milliseconds. Used by companies like Netflix and GitHub, SpiceDB handles millions of permission checks per second.OpenFGA is an open-source authorization engine inspired by Google Zanzibar, built and maintained by Okta (Auth0). It provides relationship-based access control with a flexible modeling language, sub-millisecond permission checks, and SDKs for major languages. OpenFGA is used by companies including Grafana Labs, Canonical, and Docker for fine-grained access control in multi-tenant applications.