See the full list of Top Predictive Analytics Vendors
Enterprises focused on predictive analytics that have experienced data scientists who are looking for a low-cost machine learning platform should consider H2O. It receives rave reviews from both analysts and end users, and it is becoming one of the staples in the analytics arsenal.
Significantly, it comes in both open source and enterprise versions, which allows wide compatablity between various platforms. The company behind the project also offers paid enterprise support, for companies with a budget that need a helping hand.
H2O is an open source machine learning platform created by a company called H2O.ai. It claims to be the world’s number one open source machine learning platform. It offers fast in-memory processing with linear scalability and support for all the most widely used statistical and machine learning algorithms. Because it is open source, it offers very flexible deployment and lower costs than proprietary predictive analytics tools.
Gartner ranked it as a Leader for machine learning, and it received 4.7 stars from Gartner PeerInsights.
H2O (open source), Sparkling Water (H2O + Spark), H2O Driverless AI (paid enterprise version).
Hadoop, Python, Spark, leading cloud services.
Downloadable software that can be deployed anywhere.
Enterprises.
Open source versions are free. Enterprise version has a free trial with pricing available on request.
| H2O | |
|---|---|
| Editions Available | H2O (open source), Sparkling Water (H2O + Spark), H2O Driverless AI (paid enterprise version) |
| Key Features | • Automatic feature engineering • Machine learning interpretability • Natural language processing • Automatic scoring pipelines • Time series • Automatic visualization • Flexibility of data and deployment • NVIDIA GPU acceleration |
| Integrations | Hadoop, Python, Spark, leading cloud services |
| Delivery | Downloadable software that can be deployed anywhere. |
| Target Market | Enterprises |
| Price | Open source versions are free. Enterprise version has a free trial with pricing available on request. |
| H2O | |
|---|---|
| Editions Available | H2O (open source), Sparkling Water (H2O + Spark), H2O Driverless AI (paid enterprise version) |
| Key Features | • Automatic feature engineering • Machine learning interpretability • Natural language processing • Automatic scoring pipelines • Time series • Automatic visualization • Flexibility of data and deployment • NVIDIA GPU acceleration |
| Integrations | Hadoop, Python, Spark, leading cloud services |
| Delivery | Downloadable software that can be deployed anywhere. |
| Target Market | Enterprises |
| Price | Open source versions are free. Enterprise version has a free trial with pricing available on request. |
Datamation is the leading industry resource for B2B data professionals and technology buyers. Datamation's focus is on providing insight into the latest trends and innovation in AI, data security, big data, and more, along with in-depth product recommendations and comparisons. More than 1.7M users gain insight and guidance from Datamation every year.
Advertise with TechnologyAdvice on Datamation and our other data and technology-focused platforms.
Advertise with Us
Property of TechnologyAdvice.
© 2025 TechnologyAdvice. All Rights Reserved
Advertiser Disclosure: Some of the products that appear on this
site are from companies from which TechnologyAdvice receives
compensation. This compensation may impact how and where products
appear on this site including, for example, the order in which
they appear. TechnologyAdvice does not include all companies
or all types of products available in the marketplace.
