Hopsworks
Claim this toolThe unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Free plan available Visit WebsiteReviews on G2 Capterra
5 reviews tracked The Bottom Line
- Price
- Free plan available. Compare plans
Key facts
- Provides a unified AI Lakehouse for real-time ML, integrating feature engineering, MLOps, and model serving.
- Features a high-performance Feature Store with sub-millisecond latency powered by RonDB for consistent online/offline data.
- Supports open data formats (Iceberg, Delta, Hudi) and offers flexible deployment options including SaaS, on-premises, and air-gapped.
Pros
- Achieves sub-millisecond latency for real-time feature retrieval and inference.
- Reduces costs and development time by enabling extensive feature reuse across models.
- Ensures data consistency between training and production environments, mitigating training-serving skew.
- Offers flexible deployment models including SaaS, on-premises, and air-gapped for data sovereignty.
- Integrates directly with open data formats like Iceberg, Delta, and Hudi without requiring data migrations.
Cons
- Requires Kubernetes knowledge for on-premises deployments using the K8s Installer.
- The full benefits of the platform are realized with a comprehensive understanding of ML engineering practices.
What is Hopsworks?
Hopsworks is an AI Lakehouse platform designed to streamline the entire machine learning lifecycle, from feature engineering to model deployment and monitoring. It provides a unified environment for managing feature data, training models, and serving predictions with sub-millisecond latency. The platform is built for organizations looking to operationalize AI at scale, offering capabilities like a high-performance Feature Store powered by RonDB, direct integration with open data formats like Iceberg, Delta, and Hudi, and comprehensive MLOps tools.
It caters to data scientists, machine learning engineers, and data engineers who need to build, deploy, and run real-time AI systems. Key benefits include significant cost reduction through feature reuse, faster model deployment, and improved data consistency between training and production environments. Hopsworks supports various deployment options, including SaaS, on-premises, and air-gapped environments, ensuring data sovereignty and flexibility.
Available on: Web
Data compiled by Toolradar Pricing checked · How we evaluate
Source hopsworks.ai Ratings Across the Web
4.5 (5 reviews)
Hopsworks holds an aggregate rating of 4.5 out of 5 from 5 reviews across G2 and Capterra, last checked September 17, 2026.
Ratings aggregated from independent review platforms. Learn more
Key Features
- Feature Store with sub-millisecond retrieval latency (powered by RonDB)
- AI Lakehouse supporting Iceberg, Delta, and Hudi tables
- Python-native query engine for faster data reads
- MLOps Platform for experiment tracking, model registry, and deployment pipelines
- GPU and compute management for LLMs and ML models (with Ray, KServe/vLLM support)
- Dual Storage System (Online RonDB for serving, Offline Hudi on HopsFS for training)
- Point-in-Time Correctness for generating historical training datasets
- Data Lineage and Feature Monitoring for audit trails and drift detection
Pricing Plans
Pricing checked Sep 29, 2026. Source: hopsworks.ai/pricing, read Sep 29, 2026
| Plan | Price | Details |
|---|---|---|
| Free | $0 |
+2 more Show less
|
| SaaS | Pay as you go |
+3 more Show less
|
| Enterprise | Contact us |
+2 more Show less
|
Is Hopsworks worth the price?
Good value
Hopsworks offers a fair pricing structure, with a generous free tier for individual exploration and a flexible pay-as-you-go SaaS option.
The free tier at $0 is excellent for getting started without commitment. The 'Pay as you go' model is ideal for scaling businesses, ensuring costs align with usage.
Hidden Costs & Gotchas
SaaS tier costs depend entirely on usage, can be unpredictable.
Community support only for Free/SaaS, dedicated support is Enterprise.
Hopsworks by the numbers
| Metric | Hopsworks | Peer median | Position (1 is best) |
|---|---|---|---|
| Free plan | Yes | 61% have one | n/a |
| Listed as an alternative to | 1 tool | 2 | #56 of 110 (joint) |
Each position is counted among the tools that have data for that row, as noted under it. All ETL & Data Pipelines data · How we compute this. Advertising and placement fees are not inputs to any position.
Cite this: Toolradar, “Hopsworks by the numbers”, Oct 2026.
Reviews
$99 Free with your review
Write a review Review Hopsworks, get a free AI guide
Share your experience and we will send you Improve Your Thinking Patterns Using ChatGPT, free.
4.5/5
Across 5 verified user reviews on Capterra, G2
Add your hands-on experience using the offer above to help the next buyer.
Best Hopsworks Alternatives
Top alternatives based on features, pricing, and user needs.
Still deciding?
Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.
Explore More
Hopsworks FAQ
How does Hopsworks support real-time machine learning applications?
Hopsworks achieves sub-millisecond latency for real-time feature retrieval and inference, making it suitable for demanding AI applications. It provides a high-performance Feature Store powered by RonDB to manage and serve feature data efficiently. This capability allows organizations to operationalize AI at scale with immediate prediction serving.
What kind of user benefits most from Hopsworks?
Hopsworks is designed for data scientists, machine learning engineers, and data engineers who need to build, deploy, and run real-time AI systems. It helps teams streamline the entire machine learning lifecycle, from feature engineering to model deployment and monitoring. The platform is particularly beneficial for organizations looking to operationalize AI at scale.
How does Hopsworks compare to Databricks for managing ML data?
Hopsworks focuses on providing a unified AI Lakehouse platform specifically for real-time ML feature engineering, deployment, and production. It offers capabilities like a high-performance Feature Store and sub-millisecond latency for feature retrieval. Databricks also provides a lakehouse platform, but Hopsworks emphasizes direct integration with open data formats like Iceberg, Delta, and Hudi without requiring data migrations.
Does Hopsworks integrate with open data formats?
Yes, Hopsworks integrates directly with open data formats such as Iceberg, Delta, and Hudi. This integration allows users to leverage existing data without requiring complex migrations. It ensures data consistency between training and production environments, mitigating training-serving skew.
What are the primary considerations for deploying Hopsworks on-premises?
Deploying Hopsworks on-premises using the Kubernetes Installer requires knowledge of Kubernetes. While it offers flexible deployment models including on-premises and air-gapped environments for data sovereignty, users should be prepared for the technical requirements of a Kubernetes-based setup. The full benefits of the platform are realized with a comprehensive understanding of ML engineering practices.
How is Hopsworks priced?
Hopsworks is available on a free tier, allowing users to get started with its core functionalities. For more extensive usage and advanced features, paid plans are offered. This tiered pricing model provides flexibility for different organizational needs and scales of operation.
Source: hopsworks.ai