No. 14 of 17 ·Feature Store Software

Red Hat OpenShift AI Feature Store

Web · Self-hosted

Freedom report

One barScore 5.2

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

Red Hat OpenShift AI Feature Store is ranked #14 of 17 in feature store software on Freedom251. It runs on Self-hosted, Web. A free trial is offered.

Red Hat OpenShift AI Feature Store plans and pricing

All plans

Red Hat OpenShift AI Self-Managed Not published Core-pair or bare-metal subscriptions · Standard (8x5) or Premium (24x7) support · Requires Red Hat OpenShift redhat.com · 7 Oct 2026

Compared on feature store software

Online store: Yes
Offline store: Yes
Point-in-time joins: Yes
Feature monitoring: Yes
Deployment model: self_hosted
Serving modes: both

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The record

Purpose: Feature Store provides reusable machine-learning features that teams can push and retrieve for model training and inference.
Underlying project: OpenShift AI Feature Store is based on the open-source Feast project.
Setup: A cluster administrator enables Feature Store through the OpenShift AI Operator and creates an instance in a data science project.
Default stores: The local provider uses a SQL registry or local file, a Parquet offline store, and SQLite online store.
API: The online container makes a Feature Store REST API available inside the OpenShift cluster.
Platform dependency: OpenShift AI is layered on Red Hat OpenShift, which must be installed before self-managed OpenShift AI.
Storage integrations: The documentation describes configuring a PostgreSQL online store and an S3 registry, and points to Feast for other store options.
Security: The product page describes deploying models across on-premise, edge, and disconnected environments to support private AI.
Security certification: Red Hat announced that OpenShift AI achieved an initial ISO/IEC 42001 AI management system certification audit.
Support: OpenShift AI subscriptions are offered with Standard (8x5) or Premium (24x7) support SLAs.
Trial: Red Hat offers a 60-day self-supported OpenShift AI Self-Managed trial; the trial page also lists an OpenShift Container Platform trial for users without a cluster.
Intended users: Red Hat describes OpenShift AI as a platform for data scientists, AI engineers, developers, and IT operations teams.
Founded: 1993
Headquarters: Raleigh, North Carolina, United States

Where it ranks on Freedom251

Best Feature Store Software in 2026#14 of 17

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Sources

docs.redhat.com/en/documentation/red_hat_openshift_ai_s· checked 7 Oct 2026
docs.redhat.com/en/documentation/red_hat_openshift_ai_s· checked 7 Oct 2026
redhat.com/en/resources/10-questions-about-openshi· checked 7 Oct 2026
redhat.com/en/products/ai/openshift-ai· checked 7 Oct 2026
access.redhat.com/security/compliance/ISO_42001_AI· checked 7 Oct 2026
redhat.com/en/resources/ai-subscription-guide-deta· checked 7 Oct 2026
redhat.com/en/products/trials· checked 7 Oct 2026
redhat.com/en/resources/openshift-ai-overview· checked 7 Oct 2026
docs.redhat.com/en/documentation/red_hat_openshift_ai_s· checked 28 Sept 2026