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Red Hat OpenShift AI Feature Store

Ch 146.0of 17 Feature Store Software
  1. 1Runs onself-hosted, Web
  2. 2Costsfree trial
  3. 3Online storeYes
  4. 4Offline storeYes
  5. 5Point-in-time joinsYes
  6. 6Feature monitoringYes
  7. 7Deployment modelself hosted
  8. 8Serving modesboth
8 lines stated Written from the maker's own pages: docs.redhat.com, redhat.com
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Overview

Red Hat OpenShift AI Feature Store is ranked #14 of 17 in feature store software on Specifiction. 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
Yesdocs.redhat.com
Offline store
Yesdocs.redhat.com
Point-in-time joins
Yesdocs.redhat.com
Feature monitoring
Yesdocs.redhat.com
Deployment model
self_hosteddocs.redhat.com
Serving modes
bothdocs.redhat.com

Facts

Purpose
Feature Store provides reusable machine-learning features that teams can push and retrieve for model training and inference.docs.redhat.com · 7 Oct 2026
Underlying project
OpenShift AI Feature Store is based on the open-source Feast project.docs.redhat.com · 7 Oct 2026
Setup
A cluster administrator enables Feature Store through the OpenShift AI Operator and creates an instance in a data science project.docs.redhat.com · 7 Oct 2026
Default stores
The local provider uses a SQL registry or local file, a Parquet offline store, and SQLite online store.docs.redhat.com · 7 Oct 2026
API
The online container makes a Feature Store REST API available inside the OpenShift cluster.docs.redhat.com · 7 Oct 2026
Platform dependency
OpenShift AI is layered on Red Hat OpenShift, which must be installed before self-managed OpenShift AI.redhat.com · 7 Oct 2026
Storage integrations
The documentation describes configuring a PostgreSQL online store and an S3 registry, and points to Feast for other store options.docs.redhat.com · 7 Oct 2026
Security
The product page describes deploying models across on-premise, edge, and disconnected environments to support private AI.redhat.com · 7 Oct 2026
Security certification
Red Hat announced that OpenShift AI achieved an initial ISO/IEC 42001 AI management system certification audit.access.redhat.com · 7 Oct 2026
Support
OpenShift AI subscriptions are offered with Standard (8x5) or Premium (24x7) support SLAs.redhat.com · 7 Oct 2026
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.redhat.com · 7 Oct 2026
Intended users
Red Hat describes OpenShift AI as a platform for data scientists, AI engineers, developers, and IT operations teams.redhat.com · 7 Oct 2026

Company

Founded
1993docs.redhat.com · 28 Sept 2026
Headquarters
Raleigh, North Carolina, United Statesdocs.redhat.com · 28 Sept 2026

Best Red Hat OpenShift AI Feature Store alternatives

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All accessCh 01 Amazon SageMaker Autopilot Free trialAPIWeb 7.3 All accessCh 02 Canal Free planAPILinux Free to start7.3 All accessCh 03 Hopsworks Feature Store Free planAPILinux Free to start7.1 All accessCh 04 Feast Free planAPILinux Free to start7.0 All accessCh 05 OpenMLDB Free planAPILinux Free to start7.0 All accessCh 06 Feathr APILinux 6.9

Where it ranks on Specifiction

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