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Ed‑Fi API 8 Performance: How It Compares to the ODS API

· 13 min read
Vinaya Mayya
Senior Technical Program Manager - API
note

This post reflects the upcoming Ed‑Fi API 8.1 compared against the ODS API v7.3.2.

Overview​

Since the move to a relational backend, the most common question from the community has been simple: how does it perform against the ODS API? We ran a shared test suite against both APIs, on both PostgreSQL and SQL Server, using the same dataset and request mix.

The short version: on PostgreSQL, Ed‑Fi API 8.1 comes out ahead on every workload we tested. On SQL Server, DeepPaging and FilteredRead are close to a tie, and Volume (writes) is behind. The reason is narrow and well understood: the change-version stamp triggers, the database triggers Ed‑Fi API 8.1 uses to keep each record's _etag, last-modified timestamp, and change-tracking version current on every write. We can point to exactly how much they cost and the work already underway to reduce it.

What This Means for Implementers​

  • PostgreSQL: Ed‑Fi API 8.1 wins on writes, paging, and filtered reads against ODS API v7.3.2, on the same hardware and dataset.
  • Where the win comes from: mostly a database CPU advantage on reads. The write path is faster too, but that doesn't mean it's cheaper to run across the board (more on that below).
  • SQL Server: near ties on paging and filtered reads; behind on writes, traced to the change-version stamp triggers, a mechanism we've measured precisely and already scoped a fix for (see below).
  • Read this as a snapshot, not a guarantee for your deployment. See the caveats in the "How We Tested" section below.

📢 Ed-Fi API v8.0: Now Available

· 3 min read
Vinaya Mayya
Senior Technical Program Manager - API

The Ed-Fi Alliance is excited to announce the release of Ed-Fi API v8.0 and MetaEd v4.8. Ed-Fi API v8.0 represents the next-generation evolution of the Ed-Fi ODS/API platform, delivering a modernized architecture while maintaining compatibility with existing Ed-Fi API integrations. Version 8 is designed as the long-term replacement for the legacy ODS/API platform.

Have questions about the transition from ODS/API to Ed-Fi API v8? See the Ed-Fi ODS/API and Ed-Fi API v8 FAQ for answers on the roadmap, timelines, and what to expect.

Ed‑Fi Data Management Service: Moving to a Relational Backend

· 20 min read
Vinaya Mayya
Senior Technical Program Manager - API
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

Updated June 17, 2026

This post has been updated to reflect the latest implementation. The most significant change since its original publication is that change tracking is now included.

Overview​

The Ed‑Fi Data Management Service (DMS) is evolving toward a relational backend, shaped by community feedback and real‑world implementation experience. Building on the proven Ed‑Fi ODS/API foundation, DMS modernizes the storage layer to address long‑standing operational challenges—such as wide composite keys and complex joins—through targeted structural changes.

By prioritizing a relational backend, DMS preserves the core strengths of the ODS: predictable schemas, strong referential integrity, and compatibility with relational tooling. The result is a service that feels familiar to teams with ODS experience and lowers the cognitive and migration cost of adoption.

What This Means for Implementers​

If you work directly with the ODS database today, DMS's data store will feel familiar, but with important structural differences:

  • You still work with the same Ed‑Fi entities and natural keys
  • Joins are simpler and narrower due to surrogate keys
  • Person identity is clearer and no longer mediated by ODS-only integers
  • Optional document caching can accelerate API reads

The sections below explain why these changes exist and how they affect database design and operations.

This post is written for database administrators, backend developers, data engineers, and solution architects who work with the Ed‑Fi ODS/API at the database level and are evaluating or planning a transition to DMS. Familiarity with the ODS schema and relational database concepts is assumed.

Roadmap Update for the Ed-Fi Data Standard and Technology Suite

· 4 min read
Stephen A. Fuqua
Director, Software Engineering
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

The Ed-Fi Alliance continues to advance its mission of enabling interoperability and scalable data solutions for education agencies. At the recent Ed-Fi Alliance Summit 2025, we shared updates from the Ed-Fi Technology Roadmap, highlighted recent releases, and previewed what’s coming in the next few years.

📢 Ed-Fi Data Management Service Release Candidate Now Available!

· 2 min read
Vinaya Mayya
Senior Technical Program Manager - API
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

We’re thrilled to announce the Release Candidate 1 / v0.6.0 release milestone for the Ed-Fi Data Management Service (DMS). This release introduces Swagger UI, template databases, and completes critical end-to-end and compatibility testing. It also lays the groundwork for smoother integration and a better developer experience.

📢 Milestone 0.5 has been reached

· 2 min read
Vinaya Mayya
Senior Technical Program Manager - API
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

We’re excited to announce the 0.5 release milestone for the Ed-Fi Data Management Service (DMS), marking another step forward on our path toward the upcoming Release Candidate 1. This release delivers key features to support authorization, extensibility, and interoperability.

Call for Posters: Use Cases for the New Data Management Service Platform

· 4 min read
Stephen A. Fuqua
Director, Software Engineering
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

Tech Congress 2025 is just over a month away and Project Tanager Milestone 0.4.0 has been reached. Can you help us show off what it is (or might be) capable of?

Think of this as a call for posters. If you're not familiar with academic conferences and posters... then maybe you can imagine a science fair board. Do something cool, show it off in a few words and some pictures, and you get a few minutes to narrate for your audience. Complete your "poster" before April 17 so that I have time to incorporate it into a slide deck for an April 23 Tech Congress session showing off the Data Management Service in Action.

📢 Milestone 0.4 has been reached

· 2 min read
Vinaya Mayya
Senior Technical Program Manager - API
note

Ed-Fi API v8 is the production release of the Ed-Fi Data Management Service (DMS) described in this post.

What's Changed​

The fourth milestone on our journey to a production-ready release of the Data Management Service (DMS) introduces Configuration Management Service backed by configuration data store, namespace-based authorization, and Keycloak integration as the identity provider.