Compare H2O.ai vs. TIBCO Data Science

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H2O.ai Logo
7,443 views|4,924 comparisons
TIBCO Data Science Logo
847 views|614 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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"The idea that you don't have to generate reports each day but they are sent automatically is great.""We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost.""The most valuable feature is the ease of setting up visualizations.""The most valuable feature is the performance."

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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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"Additional templates would help to get things moving more quickly in terms of getting the reports out.""In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues.""I would like the visualization for the map of countries to be more easily configurable.""The scripting for customization could be improved."

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522,693 professionals have used our research since 2012.
Ranking
14th
Views
7,443
Comparisons
4,924
Reviews
1
Average Words per Review
475
Rating
7.0
18th
Views
847
Comparisons
614
Reviews
4
Average Words per Review
590
Rating
7.5
Popular Comparisons
Also Known As
Alpine Data Chorus
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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.

TIBCO Spotfire Data Science is an enterprise big data analytics platform that can help your organization become a digital leader. The collaborative user-interface allows data scientists, data engineers, and business users to work together on data science projects. These cross-functional teams can build machine learning workflows in an intuitive web interface with a minimum of code, while still leveraging the power of big data platforms.

Offer
Learn more about H2O.ai
Learn more about TIBCO Data Science
Sample Customers
poder.io, Stanley Black & Decker, G5, PWC, Comcast, Cisco
Havas Media, Tipping Point Community, eviCore
Top Industries
VISITORS READING REVIEWS
Computer Software Company31%
Comms Service Provider15%
Financial Services Firm9%
Media Company5%
VISITORS READING REVIEWS
Computer Software Company27%
Comms Service Provider16%
Manufacturing Company15%
Pharma/Biotech Company10%
Company Size
REVIEWERS
Small Business13%
Midsize Enterprise25%
Large Enterprise63%
No Data Available
Find out what your peers are saying about Alteryx, Databricks, Knime and others in Data Science Platforms. Updated: July 2021.
522,693 professionals have used our research since 2012.

H2O.ai is ranked 14th in Data Science Platforms with 1 review while TIBCO Data Science is ranked 18th in Data Science Platforms with 4 reviews. H2O.ai is rated 7.0, while TIBCO Data Science is rated 7.6. 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 TIBCO Data Science writes "A straightforward initial setup and good reporting but needs better documentation". H2O.ai is most compared with KNIME, Dataiku Data Science Studio, Amazon SageMaker, Microsoft Azure Machine Learning Studio and Databricks, whereas TIBCO Data Science is most compared with TIBCO Statistica, KNIME, Dataiku Data Science Studio, IBM SPSS Statistics and MathWorks Matlab.

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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.