H2O.ai vs IBM Watson Studio comparison

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H2O.ai Logo
4,252 views|3,002 comparisons
IBM Logo
5,180 views|4,125 comparisons
Executive Summary

We performed a comparison between H2O.ai and IBM Watson Studio based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Alteryx, Microsoft and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: November 2022).
653,584 professionals have used our research since 2012.
Questions from the Community
Top Answer:The most valuable features are the machine learning tools, the support for Jupyter Notebooks, and the collaboration that allows you to share it across people.
Top Answer:On the topic of model training and model governance, this solution cannot handle ten or twelve models running at the same time. It becomes a problem. I would like to see better integration with Python… more »
Top Answer:I am a solution architect and a consultant, and I use H2O as a machine learning platform. I create ensemble models using R and H2O, tune the hyperparameters, and then deploy them. There are various… more »
Top Answer:We are looking to automate (parts of) our budgeting and financial forecasting cycle
Top Answer:It has a lot of data connectors, which is extremely helpful.
Top Answer:It will come down again to cost. Some of the solutions are really good solutions but they can be a little too costly for many. I think a lot of software vendors have considered having special pricing… more »
Ranking
14th
Views
4,252
Comparisons
3,002
Reviews
0
Average Words per Review
0
Rating
N/A
13th
Views
5,180
Comparisons
4,125
Reviews
0
Average Words per Review
0
Rating
N/A
Buyer's Guide
Data Science Platforms
November 2022
Find out what your peers are saying about Databricks, Alteryx, Microsoft and others in Data Science Platforms. Updated: November 2022.
653,584 professionals have used our research since 2012.
Comparisons
Also Known As
Watson Studio, IBM Data Science Experience, Data Science Experience, DSx
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Overview

H2O is a fully open source, distributed in-memory machine learning platform with linear scalability. H2O’s supports the most widely used statistical & machine learning algorithms including gradient boosted machines, generalized linear models, deep learning and more. H2O also has an industry leading AutoML functionality that automatically runs through all the algorithms and their hyperparameters to produce a leaderboard of the best models. The H2O platform is used by over 14,000 organizations globally and is extremely popular in both the R & Python communities.

IBM Watson Studio provides tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data to build and train models at scale. It gives you the flexibility to build models where your data resides and deploy anywhere in a hybrid environment so you can operationalize data science faster.

Offer
Learn more about H2O.ai
Learn more about IBM Watson Studio
Sample Customers
poder.io, Stanley Black & Decker, G5, PWC, Comcast, Cisco
GroupM, Accenture, Fifth Third Bank
Top Industries
VISITORS READING REVIEWS
Computer Software Company20%
Financial Services Firm14%
Comms Service Provider11%
Manufacturing Company6%
VISITORS READING REVIEWS
Comms Service Provider17%
Computer Software Company16%
Financial Services Firm13%
Educational Organization9%
Company Size
REVIEWERS
Small Business22%
Midsize Enterprise22%
Large Enterprise56%
VISITORS READING REVIEWS
Small Business15%
Midsize Enterprise14%
Large Enterprise71%
REVIEWERS
Small Business78%
Large Enterprise22%
VISITORS READING REVIEWS
Small Business17%
Midsize Enterprise15%
Large Enterprise68%
Buyer's Guide
Data Science Platforms
November 2022
Find out what your peers are saying about Databricks, Alteryx, Microsoft and others in Data Science Platforms. Updated: November 2022.
653,584 professionals have used our research since 2012.

H2O.ai is ranked 14th in Data Science Platforms while IBM Watson Studio is ranked 13th in Data Science Platforms. H2O.ai is rated 0.0, while IBM Watson Studio is rated 0.0. On the other hand, H2O.ai is most compared with Amazon SageMaker, Dataiku Data Science Studio, Microsoft Azure Machine Learning Studio, Databricks and Domino Data Science Platform, whereas IBM Watson Studio is most compared with Microsoft Azure Machine Learning Studio, Databricks, IBM SPSS Modeler, Amazon SageMaker and SAS Visual Analytics.

See our list of best Data Science Platforms vendors.

We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.