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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    H2O.ai

    Score6.4 out of 10
    N/AAn open-source end-to-end GenAI platform for air-gapped, on-premises or cloud VPC deployments. Users can Query and summarize documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. And the commercially available Enterprise h2oGPTe provides information retrieval on internal data, privately hosts LLMs, and secures data.N/A

    Stata

    Score8.8 out of 10
    N/AStatistical software for data science, supporting data manipulation, visualization, statistics, with automated and reproducible reporting.N/A
    Pricing
    H2O.aiStata
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    H2O.aiStata
    Free Trial
    NoNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Features
    H2O.aiStata
    Platform Connectivity
    Comparison of Platform Connectivity features of H2O.ai and Stata
    Feature
    H2O.ai
    -
    Ratings
    Stata
    9.0
    2 Ratings
    7% above category average
    Connect to Multiple Data Sources00 Ratings8.01 Ratings
    Automatic Data Format Detection00 Ratings10.01 Ratings
    Data Exploration
    Comparison of Data Exploration features of H2O.ai and Stata
    Feature
    H2O.ai
    -
    Ratings
    Stata
    8.0
    2 Ratings
    5% below category average
    Visualization00 Ratings7.02 Ratings
    Interactive Data Analysis00 Ratings9.01 Ratings
    Data Preparation
    Comparison of Data Preparation features of H2O.ai and Stata
    Feature
    H2O.ai
    -
    Ratings
    Stata
    8.3
    2 Ratings
    2% above category average
    Interactive Data Cleaning and Enrichment00 Ratings10.01 Ratings
    Data Transformations00 Ratings10.01 Ratings
    Data Encryption00 Ratings5.01 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of H2O.ai and Stata
    Feature
    H2O.ai
    -
    Ratings
    Stata
    10.0
    1 Ratings
    17% above category average
    Multiple Model Development Languages and Tools00 Ratings10.01 Ratings
    Single platform for multiple model development00 Ratings10.01 Ratings
    Self-Service Model Delivery00 Ratings10.01 Ratings
    Best Alternatives
    H2O.aiStata
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    DataRobot
    Score8.2 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    DataRobot
    Score8.2 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    H2O.aiStata
    Likelihood to Recommend
    8.1
    (3 ratings)
    8.5
    (2 ratings)
    Usability
    -
    (0 ratings)
    7.0
    (2 ratings)
    Support Rating
    9.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    H2O.aiStata
    Likelihood to Recommend
    H2O.ai
    Most suited if in little time you wanted to build and train a model. Then, H2O makes life very simple. It has support with R, Python and Java, so no programming dependency is required to use it. It's very simple to use. If you want to modify or tweak your ML algorithm then H2O is not suitable. You can't develop a model from scratch.
    Incentivized
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    StataCorp LLC
    Although Stata is a powerful tool, it is not a very flexible one. Even if it is able to create tables and figures close to what I need, they are never exactly what I want so that I need to modify things manually afterwards. The coding itself is somewhat intuitive but the error codes are not
    Incentivized
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    Pros
    H2O.ai
    • Excellent analytical and prediction tool
    • In the beginning, usage of H20 Flow in Web UI enables quick development and sharing of the analytical model
    • Readily available algorithms, easy to use in your analytical projects
    • Faster than Python scikit learn (in machine learning supervised learning area)
    • It can be accessed (run) from Python, not only JAVA etc.
    • Well documented and suitable for fast training or self studying
    • In the beginning, one can use the clickable Flow interface (WEB UI) and later move to a Python console. There is then no need to click in H20 Flow
    • It can be used as open source
    Incentivized
    Read full review
    StataCorp LLC
    No answers on this topic
    Cons
    H2O.ai
    • Better documentation
    • Improve the Visual presentations including charting etc
    Incentivized
    Read full review
    StataCorp LLC
    No answers on this topic
    Usability
    H2O.ai
    No answers on this topic
    StataCorp LLC
    Some of the commands are quirky and appear to be duplicates of one another. The fact that Stata is so feature rich also makes the visual interface quite full.
    Incentivized
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    Support Rating
    H2O.ai
    The overall experience I have with H2O is really awesome, even with its cost effectiveness.
    Incentivized
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    StataCorp LLC
    No answers on this topic
    Alternatives Considered
    H2O.ai
    Both are open source (though H2O only up to some level). Both comprise of deep learning, but H2O is not focused directly on deep learning, while Tensor Flow has a "laser" focus on deep learning. H2O is also more focused on scalability. H2O should be looked at not as a competitor but rather a complementary tool. The use case is usually not only about the algorithms, but also about the data model and data logistics and accessibility. H2O is more accessible due to its UI. Also, both can be accessed from Python. The community around TensorFlow seems larger than that of H2O.
    Incentivized
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    StataCorp LLC
    I think R is way more flexible but requires more built up cost. Stata is easier to learn but not flexible.
    Incentivized
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    Return on Investment
    H2O.ai
    • Positive impact: saving in infrastructure expenses - compared to other bulky tools this costs a fraction
    • Positive impact: ability to get quick fixes from H2O when problems arise - compared to waiting for several months/years for new releases from other vendors
    • Positive impact: Access to H2O core team and able to get features that are needed for our business quickly added to the core H2O product
    Incentivized
    Read full review
    StataCorp LLC
    No answers on this topic
    ScreenShots