Hopsworks Feature Store
Hopsworks Feature Store: A governed feature store spanning training, serving, monitoring, and deployment. Ranked #1 of 20 in Feature Store Software by our editors (9.4/10); pricing: Free plan; best for organizations needing governed feature operations.
At a glance
- Editor score9.4 / 10
- PricingFree plan
- Best forOrganizations needing governed feature operations
- Free planYes
- Deployment modelBoth
- Founded2017
- Facts checked21 Sep 2026
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.
Our verdict on Hopsworks Feature Store
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 platform also covers feature reuse, registry management, lineage, versioning, monitoring, and deployment through REST and KServe-compatible interfaces. It suits organizations that need governed feature operations across the machine learning lifecycle rather than a narrow storage layer.
Its freemium structure gives teams a direct starting point. The Free plan costs $0, includes 1 project, provides the Feature Store and Model Registry, and includes community support with no credit card required. The SaaS plan adds unlimited projects, Model Serving, and a Platform SLA while retaining community support; its pricing is usage-based. Enterprise includes all SaaS features plus on-premise and air-gapped deployment, a dedicated support team, custom integrations, and an SLA guaranteed. This makes the product adaptable for both smaller evaluations and organizations with stricter deployment requirements, although teams needing dedicated support or isolated environments should plan for Enterprise.
The strongest functional differentiator is its coverage across feature development and operations. Point-in-time-correct training data generation, feature version comparison, evolution tracking, lineage, audit trails, distribution monitoring, and drift monitoring provide a connected governance layer. Its integration set spans Airflow, Apache Flink, AWS Lambda, Azure ML, BigQuery, Databricks, Dagster, Dataiku, DataRobot, Great Expectations, Kubeflow, MongoDB, Oracle, Redshift, and AWS SageMaker. Choose Hopsworks when broad ecosystem fit, dual online/offline storage, and deployment flexibility matter. Teams wanting only a lightweight feature-serving component may find its governance and platform breadth more than they need.
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Hopsworks Feature Store pricing
All 3 Hopsworks Feature Store plans and prices →
Hopsworks Feature Store fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Not verified |
| Online store | Yes |
| Offline store | Yes |
| Point-in-time joins | Yes |
| Feature monitoring | Yes |
| Deployment model | Both |
| Serving modes | Both |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, ISO 27001, GDPR, HIPAA, 2FA |
| Support | Community, Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 19 integrations: Airflow, Apache Flink, AWS Lambda, Azure ML, BigQuery, Databricks … See all → |
| Pricing | Free plan (source) |
| Website | hopsworks.ai |
| Facts checked | 21 Sep 2026 |
Hopsworks Feature Store integrations
Hopsworks Feature Store lists 19 integrations on its own site.
- Airflow
- Apache Flink
- AWS Lambda
- Azure ML
- BigQuery
- Databricks
- Dagster
- Dataiku
- DataRobot
- Great Expectations
- Kubeflow
- MongoDB
- Oracle
- Redshift
- AWS SageMaker
- Snowflake
- Spark
- Vertex AI
- Weights & Biases
See all Hopsworks Feature Store integrations →
Alternatives to Hopsworks Feature Store
- FeastA broad, flexible feature store for teams managing training data and online inference.9.3
- ChalkAdvanced serving, versioning, and observability for production ML teams.9.0
- Databricks Feature StoreA broad, governed feature platform for teams already working in Databricks.8.9
See all Hopsworks Feature Store alternatives →
Hopsworks Feature Store vs the competition
- Hopsworks Feature Store vs Feast
- Hopsworks Feature Store vs Chalk
- Hopsworks Feature Store vs Databricks Feature Store
- Hopsworks Feature Store vs Snowflake Feature Store
- Hopsworks Feature Store vs Chronon
- Hopsworks Feature Store vs Feathr
Compare Hopsworks Feature Store with any tool side by side →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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