Hopsworks Feature Store
An integrated platform that manages the complete machine learning lifecycle with real-time feature serving capabilities
- Also known as
- hopsworks-feature-store
Available worldwide · Popular in: EU, US
What is Hopsworks Feature Store?
Provides a unified environment for feature management, model training and deployment, and production monitoring. Designed for rapid development with emphasis on low-latency real-time inference and feature reusability across multiple models.
Hopsworks Feature Store pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Free tier (1 project). SaaS usage-based pricing. Custom Enterprise plans.
Free
Free- projects
- 1
- 1 project
- Feature Store
- Model Registry
- Community support
SaaS
- projects
- unlimited
- Unlimited projects
- Model Serving
- Platform SLA
Enterprise
Contact sales- All SaaS features
- On-premise & air-gapped deployment
- Dedicated support
- Custom integrations
- SLA guaranteed
What Hopsworks Feature Store does
The capabilities that matter for feature stores, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Point in time correctness
- -
- Feature registry catalog
- ✓
- Streaming features
- ✓
- On demand transforms
- -
- Deployment model
- Self hosted
- Drift monitoring
- -
- Embeddings vector support
- ✓
- Multi cloud
- -
- RBAC governance
- -
- Lineage tracking
- -
- Pricing model
- -
Platform & deployment
Independently observed- CLI
- Web
- Hybrid
- On-premise
- Air-gapped
- Self-hosted
Integrations (13)
Independently observed- Amazon AWS (EKS)
- Google Cloud Platform (GKE, Marketplace)
- Microsoft Azure (AKS)
- OVHCloud
- Kubernetes
- Apache Iceberg
- Delta Lake
- Apache Hudi
- Great Expectations
- Slack
- Ray
- KServe
- vLLM
Hopsworks Feature Store FAQ
Common questions about Hopsworks Feature Store, answered from independent, dated evidence.
What is Hopsworks Feature Store?
Provides a unified environment for feature management, model training and deployment, and production monitoring. Designed for rapid development with emphasis on low-latency real-time inference and feature reusability across multiple models. It is indexed under Feature Stores.
Source: https://www.hopsworks.ai
Is Hopsworks Feature Store free?
Hopsworks Feature Store offers a free tier, so you can start without paying. Paid plans are also available: Free, SaaS and Enterprise. Pricing changes often, so verify at source before relying on it.
Source: https://www.hopsworks.ai/pricing
What platforms does Hopsworks Feature Store support?
Hopsworks Feature Store supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.
Source: https://www.hopsworks.ai/pricing
Can Hopsworks Feature Store be self-hosted?
Yes. Hopsworks Feature Store can be deployed hybrid, on-premise, air-gapped and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://www.hopsworks.ai
What does Hopsworks Feature Store integrate with?
We have confirmed 13 integrations for Hopsworks Feature Store, including Amazon AWS (EKS), Google Cloud Platform (GKE, Marketplace), Microsoft Azure (AKS), OVHCloud, Kubernetes, Apache Iceberg, Delta Lake and Apache Hudi, plus 5 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://www.hopsworks.ai/pricing
Where is Hopsworks Feature Store available?
Hopsworks Feature Store is available worldwide. Its primary markets are the EU and the United States. The vendor is headquartered in Sweden.
Source: https://www.hopsworks.ai/pricing
Hopsworks Feature Store alternatives
Other feature stores we track, ranked by the same independent score.
- FeastAn open source platform for managing and serving feature data to machine learning and AI applications at scalelow · 40%
- FeatureformA high-performance, in-memory database server optimized for real-time applications with support for caching, data structures, and vector searchlow · 19%
- Amazon SageMaker Feature StoreA managed repository for storing, sharing, and reusing machine learning features across your ML lifecyclemedium · 65%
- ChalkA real-time data platform providing infrastructure for AI agents and modelslow · 8%
- TectonA database that handles transactions, analytics, and artificial intelligence simultaneouslylow · 26%
- FeathrA Jekyll theme for building searchable documentation websites with extensive customizationlow · 33%
Compare Hopsworks Feature Store
Side by side against other feature stores, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Hopsworks Feature Store, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Price level | 80 | 0.04 | 3.3 | ✓ |
| Capabilities | 58 | 0.04 | 2.2 | ✓ |
| Integrations | 33 | 0.04 | 1.5 | ✓ |
| Pricing transparency | 25 | 0.05 | 1.4 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
| Security posture | 0 | 0.12 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 6 items | mediumsource · 2026-09-10 · 63% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Deployment model: self-hosted · Streaming features: Yes · Feature registry catalog: Yes · Embeddings vector support: Yes | mediumsource · 2026-09-05 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 13 | mediumsource · 2026-08-19 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | HqCountry: SE · PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-19 · 75% |
Pricing
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