Skip to content
aicoolies logo

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 April 4, 2026 updated September 5, 2026

Verdict

SpiceDB edges out OpenFGA by offering full adherence to the Google Zanzibar paper, including robust snapshot consistency through zookies to eliminate the new-enemy problem. Its schema language, live testing tooling, and high-throughput distributed architecture make it ideal for hyperscale relationship-based access control (ReBAC). While OpenFGA is an excellent CNCF project, SpiceDB provides a more mature end-to-end authorization infrastructure. Our pick: SpiceDB.


Quick Comparison

SpiceDBwinner

Pricing
Free and 100% open source under the Apache-2.0 license for self-managed Kubernetes and bare-metal deployments. AuthZed Cloud provides a fully managed, usage-based permissions platform with transparent pay-as-you-go billing. AuthZed Dedicated and Enterprise tiers offer single-tenant VPC deployments, multi-region CockroachDB/Spanner clustering, SOC 2 compliance, and dedicated 24/7 SLAs under annual enterprise contracts.
Pricing Model
Open Source
Platforms
gRPC and HTTP APIs — Go, Python, Java, Ruby, JS clients
Open Source
Yes
Telemetry
Clean
Status
Active
Editorial Pick
—
Last Verified
Sep 6, 2026
Description
SpiceDB 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

Pricing
Free and 100% open source under the Apache-2.0 license as a CNCF incubating project. OpenFGA has no licensing fees, seat restrictions, or query quotas for self-hosted deployments on Docker or Kubernetes. A fully managed commercial SaaS edition is available separately from Okta/Auth0 as Auth0 FGA.
Pricing Model
Open Source
Platforms
Docker — SDKs for JS, Python, Go, Java, .NET, Ruby
Open Source
Yes
Telemetry
Clean
Status
Active
Editorial Pick
—
Last Verified
Sep 6, 2026
Description
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.

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

FAQ

How do SpiceDB and OpenFGA implement the Google Zanzibar authorization model?

SpiceDB is a strict Zanzibar engine built on CockroachDB or PostgreSQL that enforces causal consistency using cryptographic ZedTokens. OpenFGA is a CNCF ReBAC server providing a human-readable DSL and modular storage adapters (PostgreSQL, MySQL, SQLite).

How does SpiceDB resolve the 'New Enemy Problem' compared to OpenFGA?

SpiceDB issues cryptographic ZedTokens to guarantee snapshot consistency across distributed nodes, preventing stale reads from granting revoked permissions. OpenFGA provides configurable read modes and transactional timestamps to balance consistency against latency.

How do schema modeling and conditional evaluations differ?

SpiceDB features first-class type constraints and compile-time validation powered by Common Expression Language (CEL). OpenFGA provides modular DSL schemas, JSON representations, and CEL-based conditional relationship rules.

Which engine is easier to operate in standard cloud environments?

OpenFGA offers lower operational complexity with single-binary deployments and support for standard MySQL/PostgreSQL instances. SpiceDB excels at ultra-high-scale graph traversals, but requires operational expertise with CockroachDB or Spanner clusters.

Sources & verification

Sources checked
Content verified

Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.