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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Colasoft Capsa

    Score9 out of 10
    N/AColasoft Capsa is a network performance monitoring and protocol analyzing tool. Capsa provides core monitoring features, as well as automated diagnostics and packet decoding. Colasoft offers a limited free version of the software.N/A

    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
    Pricing
    Colasoft CapsaH2O.ai
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Colasoft CapsaH2O.ai
    Free Trial
    NoNo
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Best Alternatives
    Colasoft CapsaH2O.ai
    Small Businesses
    No answers on this topic
    Saturn Cloud
    Score7.8 out of 10
    Medium-sized Companies
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    Score8.1 out of 10
    DataRobot
    Score8.2 out of 10
    Enterprises
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    All AlternativesView all alternativesView all alternatives
    User Ratings
    Colasoft CapsaH2O.ai
    Likelihood to Recommend
    9.0
    (1 ratings)
    8.1
    (3 ratings)
    Support Rating
    -
    (0 ratings)
    9.0
    (1 ratings)
    User Testimonials
    Colasoft CapsaH2O.ai
    Likelihood to Recommend
    Colasoft
    Capsa is highly recommended to be used in small dense areas of a network where it makes sense to be able to run analytics off of a mirror port to gain insight into traffic trends. It is a costly product to install in branch locations, and requires a decent spec hardware to run appropriately
    Incentivized
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    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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    Pros
    Colasoft
    • Robust Application. Able to handle traffic that most businesses will throw at it.
    • Easy to use. Easy to setup captures and filter down to specific traffic types.
    • Relatively cheap for what it's able to accomplish.
    Incentivized
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    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
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    Cons
    Colasoft
    • Needs options to scale to 10Gb/s networks. The cutoff for performance looks to be around 3Gb/sl
    • Needs API access to trigger capturesl
    • Needs Agents for remote capturesl
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    H2O.ai
    • Better documentation
    • Improve the Visual presentations including charting etc
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    Support Rating
    Colasoft
    No answers on this topic
    H2O.ai
    The overall experience I have with H2O is really awesome, even with its cost effectiveness.
    Incentivized
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    Alternatives Considered
    Colasoft
    Colasoft performs more like the traditional wireshark as opposed to other solutions that tend to focus on graphs instead of giving you the raw data. I personally prefer the raw data, and then the ability to build graphs upon this (which Capsa can do). This allows for quicker analysis and makes it easier to relate to.
    Incentivized
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    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.
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    Return on Investment
    Colasoft
    • While the product doesn't detect malware, it has helped track down malware infected machines by using data from other applications to run filters to look for known traffic destinations for that malware. For me this is a huge ROI since malware can be the great unknown.
    • Relatively cheap compared to the feature set.
    Incentivized
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    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
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