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Head-to-head · Feature Store Software

Hopsworks Feature Store vs Feast

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Hopsworks Feature Store #1 in Feature Store Software 9.4/10 Free plan Free plan✓ 4 of 4 features Visit Hopsworks
Feast #2 in Feature Store Software 9.3/10 Open source ✓ 4 of 4 features Visit Feast

Hopsworks Feature Store leads on 0 checks, Feast on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreHopsworks Feature Store · 9.4/10
  • Free planonly Hopsworks Feature Store

Hopsworks Feature Store scores higher on our rubric for feature store software: 9.4 against 9.3 out of 10; our editors rank them #1 and #2.

Hopsworks Feature Store is the better fit for organizations needing governed feature operations. Feast is the better fit for teams wanting a broad open-source feature store.

  • Hopsworks Feature Store fits best

    Organizations needing governed feature operations

  • Feast fits best

    Teams wanting a broad open-source feature store

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Side by side

Feature Hopsworks Feature Store 9.4/10 Visit ↗ Feast 9.3/10 Visit ↗
At a glance
Editor score 9.4 9.3
Ranking #1 in Feature Store Software #2 in Feature Store Software
Best for Organizations needing governed feature operations Teams wanting a broad open-source feature store
Pricing model Free plan + paid Free
Starting price — Open source
Free plan ✓ (best) Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Community, Docs
Integrations 19 integrations 20 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Hopsworks Feature Store 4/4 · Feast 4/4
Online store ✓ ✓
Offline store ✓ ✓
Point-in-time joins ✓ ✓
Feature monitoring ✓ ✓
Specs
Deployment model Both Both
Serving modes Both Both
Our review
Pros
  • Online and offline stores support serving, training, and batch inference.
  • Point-in-time-correct data generation helps align historical training data.
  • Hosted and self-hosted deployment includes cloud, on-premises, and air-gapped options.
  • Supports both offline training data and low-latency online serving
  • Combines point-in-time joins, materialization, and batch or streaming ingestion
  • Works with major warehouses, databases, processing engines, and serving stores
Cons
  • The Free plan includes only 1 project.
  • Free and SaaS plans provide community support rather than dedicated support.
  • Enterprise features such as air-gapped deployment require the Enterprise plan.
  • Infrastructure-oriented rather than a vendor-hosted SaaS product
  • Deployment and operations require decisions across stores and environments
  • Community and documentation are the listed support channels
Our verdict

Hopsworks Feature Store is a feature management platform for data scientists, data engineers, and machine learning teams. It brings online storage for low-latency serving together with offline storage for training and batch inference. The…

Read the review →

Feast is an open-source feature store for machine-learning and AI applications. It manages feature definitions and connects historical offline stores with online stores used for low-latency inference. Teams can use it locally, in…

Read the review →
  1. Hopsworks Feature StoreFeature Store Software 9.4Free plan
  2. FeastFeature Store Software 9.3Open source

Strengths and trade-offs

  • Hopsworks Feature Store — where it wins

    • Online and offline stores support serving, training, and batch inference.
    • Point-in-time-correct data generation helps align historical training data.
    • Hosted and self-hosted deployment includes cloud, on-premises, and air-gapped options.

    Where it doesn't

    • The Free plan includes only 1 project.
    • Free and SaaS plans provide community support rather than dedicated support.
    • Enterprise features such as air-gapped deployment require the Enterprise plan.

  • Feast — where it wins

    • Supports both offline training data and low-latency online serving
    • Combines point-in-time joins, materialization, and batch or streaming ingestion
    • Works with major warehouses, databases, processing engines, and serving stores

    Where it doesn't

    • Infrastructure-oriented rather than a vendor-hosted SaaS product
    • Deployment and operations require decisions across stores and environments
    • Community and documentation are the listed support channels
  • Hopsworks Feature Store9.4/10 · Free plan

    A governed feature store spanning training, serving, monitoring, and deployment.

    Visit HopsworksFull verdict →
  • Feast9.3/10 · Open source

    A broad, flexible feature store for teams managing training data and online inference.

    Visit FeastFull verdict →

More comparisons

All feature store software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update