Feature Stores

Compare 21 feature stores tools to find the right one for your needs

🔧 Tools

Compare and find the best feature stores for your needs

Continual

The Operational AI Platform for the Modern Data Stack.

An AI platform with integrated feature store capabilities.

View tool details →

Scribble Data

Enrich - Your Data Foundation for Generative AI.

A data foundation platform with feature store capabilities.

View tool details →

Wallaroo.ai

The Last-Mile of Your ML Journey.

An MLOps platform with feature store integration.

View tool details →

Qwak

The Unified AI Platform.

An end-to-end platform for building and deploying AI.

View tool details →

Rasgo

Collaborative Data Preparation for Machine Learning.

A platform for feature engineering and data preparation.

View tool details →

Abacus.AI

The GenAI platform for enterprises.

An end-to-end AI platform with a feature store.

View tool details →

Tecton

The enterprise feature store for AI

A fully managed feature platform for operational AI applications.

View tool details →

Hopsworks Feature Store

The Enterprise and Open-Source Feature Store for any environment.

An open-source and enterprise feature store.

View tool details →

Azure Machine Learning Feature Store

Enable feature discovery and reuse across your organization.

A feature store service within Azure Machine Learning.

View tool details →

Snowflake Feature Store (Private Preview)

NA

A feature store integrated into the Snowflake Data Cloud.

View tool details →

Databricks Feature Store

A key component of the Databricks Lakehouse Platform for ML.

A feature store integrated into the Databricks platform for ML.

View tool details →

Iguazio (acquired by McKinsey)

The MLOps Platform for Continuous AI.

An MLOps platform with an integrated feature store.

View tool details →

Redis Feature Store

Powering Real-Time AI with the Real-Time Data Platform.

A real-time feature store built on Redis.

View tool details →

Amazon SageMaker Feature Store

A fully managed, purpose-built repository to store, share, and manage features for machine learning (ML) models.

A managed feature store service from AWS.

View tool details →

Google Cloud Vertex AI Feature Store

A centralized repository for organizing, storing, and serving ML features.

A managed feature store on Google Cloud.

View tool details →

Feast

The open source feature store for machine learning.

An open-source feature store for ML.

View tool details →

Molecula (now part of Broadcom)

The Feature-First Cloud.

A real-time feature platform.

View tool details →

Featureform

The Virtual Feature Store.

An open-source virtual feature store.

View tool details →

Kaskada (acquired by DataStax)

The real-time AI platform.

A platform for real-time machine learning.

View tool details →

Bytewax

The Python framework for building streaming data pipelines.

An open-source framework for stream processing.

View tool details →

Claypot AI

The Real-time Machine Learning Platform.

A platform for real-time ML with a feature store.

View tool details →