Compare H2O.ai vs. MathWorks Matlab

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H2O.ai Logo
7,485 views|4,953 comparisons
MathWorks Matlab Logo
2,784 views|2,271 comparisons
Quotes From Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros
"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."

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"Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."

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Cons
"On the topic of model training and model governance, this solution cannot handle ten or twelve models running at the same time."

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"To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."

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Pricing and Cost Advice
Information Not Available
"We have a single user license. Support and add-ons are an extra fee."

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Use our free recommendation engine to learn which Data Science Platforms solutions are best for your needs.
511,773 professionals have used our research since 2012.
Ranking
14th
Views
7,485
Comparisons
4,953
Reviews
1
Average Words per Review
475
Rating
7.0
15th
Views
2,784
Comparisons
2,271
Reviews
1
Average Words per Review
655
Rating
8.0
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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.

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Sample Customers
poder.io, Stanley Black & Decker, G5, PWC, Comcast, Cisco
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Top Industries
VISITORS READING REVIEWS
Computer Software Company31%
Comms Service Provider15%
Financial Services Firm8%
Media Company5%
VISITORS READING REVIEWS
Comms Service Provider22%
Computer Software Company18%
Educational Organization12%
Energy/Utilities Company6%
Company Size
REVIEWERS
Small Business13%
Midsize Enterprise25%
Large Enterprise63%
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Find out what your peers are saying about Alteryx, Databricks, Knime and others in Data Science Platforms. Updated: June 2021.
511,773 professionals have used our research since 2012.

H2O.ai is ranked 14th in Data Science Platforms with 1 review while MathWorks Matlab is ranked 15th in Data Science Platforms with 1 review. H2O.ai is rated 7.0, while MathWorks Matlab is rated 8.0. The top reviewer of H2O.ai writes "Good collaboration functionality, but better integration with Python for data science is needed". On the other hand, the top reviewer of MathWorks Matlab writes "Test run my algorithms with ease before I develop the full software application". H2O.ai is most compared with KNIME, Dataiku Data Science Studio, Amazon SageMaker, Microsoft Azure Machine Learning Studio and SAS Enterprise Miner, whereas MathWorks Matlab is most compared with IBM SPSS Statistics, Microsoft Azure Machine Learning Studio, Anaconda, Databricks and RapidMiner.

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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.