# H2O Driverless AI Reviews **Vendor:** H2O.ai **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.3/5.0 **Total Reviews:** 4 ## About H2O Driverless AI H2O Driverless AI employs the techniques of expert data scientists in an easy to use application that helps scale your data science efforts. Driverless AI empowers data scientists to work on projects faster using automation and state-of-the-art computing power from GPUs to accomplish tasks in minutes that used to take months. With Driverless AI, everyone including expert and junior data scientists, domain scientists, and data engineers can develop trusted machine learning models. This next-generation automatic machine learning platform delivers unique and advanced functionality for data visualization, feature engineering, model interpretability and low-latency deployment. ## H2O Driverless AI Pros & Cons **What users like:** - Users highlight the **ease of use** in H2O Driverless AI, achieving great results effortlessly. (2 reviews) - Users appreciate the **easy-to-use, low-code programming** of H2O Driverless AI, enhancing their experience in Data Science. (1 reviews) - Users value the **easy-to-use AutoML platform** of H2O Driverless AI, making data science accessible with low-code programming. (1 reviews) - Users commend the **easy-to-use interface** of H2O Driverless AI, delivering impressive results and effective feature engineering. (1 reviews) **What users dislike:** - Users find the lack of **data preparation tools** in H2O Driverless AI limiting for end-user functionality. (1 reviews) - Users feel that Driverless AI lacks **data preparation tools** , limiting its effectiveness for end-users and data engineering. (1 reviews) - Users struggle with the **user interface** and find missing ETL functionalities hindering their overall experience. (1 reviews) ## H2O Driverless AI Reviews ### 1. H2O Driverless AI Review **Rating:** 4.5/5.0 stars **Reviewed by:** Nguyen D. | Co-Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2020 **What do you like best about H2O Driverless AI?** H20 Driverless AI provides AutoML platform for end-user. This platform is easy-to-use and low-code programming with built-in AutoML feature to perform modelling and analytics. The platform is the best for less-required programming in Data Science domain. **What do you dislike about H2O Driverless AI?** Driverless AI does not have many data prepration tools for end-user. It is great if DriverlessAI could develop more features for data enngineering and full-stack platform. **What problems is H2O Driverless AI solving and how is that benefiting you?** I used DriverlessAI for Data Analytics solution in the factory. It helps for optimizing different models and faster deployment. ### 2. Excellent tool for fast model production **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2025 **What do you like best about H2O Driverless AI?** Easy to use, great results and very good feature engineering. **What do you dislike about H2O Driverless AI?** User interface and lack of ETL funcionalities **What problems is H2O Driverless AI solving and how is that benefiting you?** Increases productivity ### 3. H2O Driverless AI Review **Rating:** 4.5/5.0 stars **Reviewed by:** William N. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 11, 2021 ### 4. Some really great features, maturity might be less than expected **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** November 01, 2019 **What do you like best about H2O Driverless AI?** UI is nice, UX allows for turnkey process, but let's you tweak every hyperparameter you can imagine. Training paradigm in underlying algorithm is cutting edge. **What do you dislike about H2O Driverless AI?** Deployment works very well, but scaling is a bit more of an effort. Appear to be built on top of their open source libraries, which is good AND bad (see below). **Recommendations to others considering H2O Driverless AI:** Be sure to exercise the deployment parts of the product at the scale you expect to be at. **What problems is H2O Driverless AI solving and how is that benefiting you?** Because Driverless AI uses a lot of open source components, support cases that span the two teams don't get resolved as quickly as you would like. They appear to bound to release planning and are reticent to release hot fixes for things that were advertised to just work. ## H2O Driverless AI Discussions - [Is H2O driverless AI free?](https://www.g2.com/discussions/is-h2o-driverless-ai-free) - 1 comment - [What is H20 driverless AI?](https://www.g2.com/discussions/what-is-h20-driverless-ai) - 1 comment - [What is H2O AI used for?](https://www.g2.com/discussions/what-is-h2o-ai-used-for) - 1 comment - [View H2O Driverless AI pricing details and edition comparison](https://www.g2.com/products/h2o-driverless-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-18+18%3A56%3A04+-0500&secure%5Bsession_id%5D=70ad9a6d-1a92-4d89-a313-8d6046f9a716&secure%5Btoken%5D=7ffa1e32f015f05394773780f0dfd1f270185a5dc08f6d11186189945d090d6b&format=llm_user) ## H2O Driverless AI Features **System** - Data Ingestion & Wrangling **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - Managed Service - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top H2O Driverless AI Alternatives - [MATLAB](https://www.g2.com/products/matlab/reviews) - 4.5/5.0 (749 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (651 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (490 reviews)