# Hopsworks Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about Hopsworks Software - reviews, pricing plans, popular comparisons to other Artificial Intelligence products and more. Source: https://www.capterra.com/p/199971/Hopsworks --- # Hopsworks Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on March 13, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. Independent research methodology Capterra’s researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. 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[Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/) [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Integrations](#integrations)[Support](#support)[Reviews](#reviews) Hopsworks ## What is Hopsworks? Hopsworks is an open-source Enterprise platform for the development and operation of Machine Learning (ML) pipelines at scale, based around the industry's first Feature Store for ML. You can easily progress from data exploration and model development in Python using Jupyter notebooks and conda to running production quality end-to-end ML pipelines, without having to learn how to manage a Kubernetes cluster. ## What is Hopsworks used for? [Big Data](https://www.capterra.com/big-data-software/)[Machine Learning](https://www.capterra.com/machine-learning-software/)[Artificial Intelligence](https://www.capterra.com/artificial-intelligence-software/) Overall rating Based on 3 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Starting price $1 Per Feature, Per Month Free trial available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for Hopsworks?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://www.logicalclocks.com&name=Hopsworks) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Hopsworks 4.7 (3) VS. [### Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2,278)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Starting Price $1 Per Feature, Per Month Starting Price Contact vendor Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.7 (3) Ease Of Use 4.5 (2,278) Value For Money 5.0 (1) Value For Money 4.4 (1,759) Customer Service 5.0 (2) Customer Service 4.3 (1,699) ## Hopsworks alternatives [Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (86)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 95% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/191760/Anaconda/) [Intelligent Engagement Platform](https://www.capterra.com/p/175288/NGDATA-CDP/) [4.0 (1)](https://www.capterra.com/p/175288/NGDATA-CDP/#reviews) Starting price $0.01 Per User, Per Month Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/175288/NGDATA-CDP/) [Aware](https://www.capterra.com/p/237462/AwareHQ/) [3.5 (4)](https://www.capterra.com/p/237462/AwareHQ/#reviews) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 50% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/237462/AwareHQ/) Highest Rated [OpenText Analytics Cloud](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/) [5.0 (1)](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/#reviews) Starting price $0.01 Per User, Per Month Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/) [View all alternatives](https://www.capterra.com/p/199971/Hopsworks/alternatives/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. Access Controls/Permissions Define levels of authorization for access to specific files or systems API Application programming interface that allows for integration with other systems/databases Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Customer Database A collection of customer information such as contact details, demographics, previous interactions, etc. Data Analysis Tools Analyze survey results via statistical testing or crosstabs directly within the software Data Cleansing Removes data that is incomplete, inaccurate, or irrelevant from a dataset Hopsworks 36 features Define levels of authorization for access to specific files or systems Application programming interface that allows for integration with other systems/databases Provides a channel for team members to share media files, communicate, and work together A collection of customer information such as contact details, demographics, previous interactions, etc. Analyze survey results via statistical testing or crosstabs directly within the software Removes data that is incomplete, inaccurate, or irrelevant from a dataset Discover and connect variety of data sources to the application for analysis Combining data from different sources and providing a unified view Move from one database to another, or upgrade the version of database software being used Establish guidelines about how much and what kind of data can be stored in the repository Protect sensitive data for digital privacy Translate EDI formats into data suitable for use with company applications. Process of checking different types of data for accuracy to avoid errors or inconsistencies Graphical representation of data Central repositories of integrated data from various sources Artificial neural networks using multiple layers of processing are used to extract progressively higher level features from data. Intended to be used by online stores Process and analyze large volume of data Accountability over info/data that ensures appropriate behavior in the valuation, creation, storage, use, archiving & deletion of info. Enable businesses to implement machine learning algorithms on business data such as sales and revenue Verify, organize, manage & store enterprise data assets in a centralized repository Collect and maintain structured information that describes data or content Share, track, and store machine learning models and data. Process of testing an ML algorithm by feeding it training data to learn from Observe and track the demand, usage, progress or quality of a system, product, or user Allows users to manage data from a number of sources Process and analyze human language in text or audio form Predict future data based on historical data sets Analyzing historical and current data and generating a model to help predict future outcomes. Streamlining repetitive tasks and activities through automated and predefined workflows View and track pertinent metrics to find patterns and gain insights from data Set & manage permission levels based on user roles and restrict access to only authorized individuals Search and filter data across systems to locate required information by entering keywords or certain criteria Securely stores data to prevent data loss or breaches Sample files or documents that could be customized as needed or used as is Set up connections to third-party platforms to improve business processes Get Advice We can help you find the software with the features you need. Features 5.0 (3) 5.0 Based on 3 reviews ## Pricing Value for money 5.0 (1) Free Trial Free Version Basic $1.00 Per Feature,Per Month Value for money 5.0 (1) 5.0 Based on 1 reviews ## Integrations [ Microsoft Azure](https://www.capterra.com/p/16365/Azure/)[ Amazon EC2](https://www.capterra.com/p/219781/EC2/) Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 5.0 (2) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 5.0 (2) 5.0 Based on 2 reviews ## User reviews Overall rating 4.7 Based on 3 reviews Filter by rating 5(2) 4(1) 3(0) 2(0) 1(0) Mentioned topic Sorted by most recent ZB Zurab B. Data Scientist Hospital & Health Care ### "Hopsworks " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 April 12, 2020 We recently analysed terabytes of cancer sequencing data and estimated what proportions of the cancers might be preventable in the future by vaccination. The paper is about to publish any day now and this study would have been impossible without Hopsworks. Pros As a data scientist, I am mostly focusing on developing big data processing pipelines as well as feature engineering for which Hopsworks is probably one of the best platforms. It makes it very easy to run Spark or PySpark applications to process vast amount of data with available resources. Installing python libraries for Jupiter notebook is also quite straightforward which solves many painful problems for a data scientist. Cons One thing I would try to improve is to get better visibility of the logs after a job is completed. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. Markus S. Agile Product Owner Advanced Analytics Financial Services ### "Skilled challenger to our Teradata suit" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 February 14, 2020 Pros Hopsworks keeps us as a big organisation to be on our toes, in terms of what is possible and how fast it can be implemented. Nice to have options of on-premise and cloud, and extremely fast to add new libraries and other custom made wished from the data scientists. Cons Sometimes as it's rather flexible and fast to implement it can be hard to place it and understand it's belonging in our overall data architecture. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. XM xavier m. bigdata Information Technology and Services ### "Hopsworks trial review" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 0.0 0.0 Likelihood to Recommend 8/10 February 11, 2020 Pros \- project oriented dat plateform - huge set of data analytics features (feature store, automl, lakehouse, kafka, spark, flink, ....) - devsecops oriented product (security, stretched cluster, model serving, scm, ...) - on-premise, cloud , multi-cloud (potential) and hybrid-cloud (potential) platform - easiness of use - european company - open source based product - gdpr compliancy - deep learning compliancy (gpu, tpu(?), pytorch, tensorflow) - openess (databricks, sagemake, ..., connectors) - ... Cons \- Hudi instead of deltalake - lack of connection between deltalake (as provided with Hudi) and the feature store - unability to use the ELK or influxdb included tools - lack of connectors with AzureML, driveless ai, powerbi, azure datablob storage, snowflake, ... - lack of managed platform on azure or gcp as the one provided for aws - how to handle staging environment especially for the data sharing? - ability to deploy on a kubernetes environment outside hopsworks - R connection along with Python - difficulties to knwo the arguments for choosing hopsworks instead of dtabacricks, azureml, sagemaker, .... - lack of prepackaged, ready-to-use managed platform on an appliance for including intot a private datacenter - I don't know the pricing policy, and I'm not capable of comaring it with the competitor ones - no graphical etl-like tools enabling to create quickly a data engineering process and deploy it (à la dremio or dataiku) Reasons for choosing Hopsworks the (potential) ability to be multi-,hybrid-cloud and to warranty good SLA the devsecops workflow all in one platform which is project oriented Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Independent research methodology Capterra's researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. [Learn more](https://www.capterra.com/resources/proprietary-data-research/) How Capterra verifies reviews Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI. [Learn more](https://www.capterra.com/resources/how-we-verify-reviews/) How Capterra ensures transparency Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider's website. [Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/)