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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Canvas

    Score8.6 out of 10
    N/AInstructure is an educational software company based in Sandy, Utah. It is the developer of the Canvas learning management system, which is a comprehensive software package that competes with such systems as Blackboard Learning System, SumTotal and Saba.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
    CanvasH2O.ai
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    CanvasH2O.ai
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional DetailsMust contact vendor for pricing information.—
    More Pricing Information
    Community Pulse
    CanvasH2O.ai
    Considered Both Products
    Instructure
    No answer on this topic
    H2O.ai
    No answer on this topic
    Key User Insights
    Would buy again
    88%
    Would buy again
    21 Answers
    No answers on this topic
    Delivers good value for the price
    95%
    Delivers good value for the price
    18 Answers
    No answers on this topic
    Happy with the feature set
    88%
    Happy with the feature set
    21 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    13 Answers
    No answers on this topic
    Implementation went as expected
    100%
    Implementation went as expected
    14 Answers
    No answers on this topic
    Features
    CanvasH2O.ai
    Learning Management
    Comparison of Learning Management features of Canvas and H2O.ai
    Feature
    Canvas
    9.0
    42 Ratings
    11% above category average
    H2O.ai
    -
    Ratings
    Course authoring8.142 Ratings00 Ratings
    Course catalog or library9.838 Ratings00 Ratings
    Player/Portal9.932 Ratings00 Ratings
    Learning content9.035 Ratings00 Ratings
    Mobile friendly9.041 Ratings00 Ratings
    Progress tracking & certifications8.138 Ratings00 Ratings
    Assignments8.142 Ratings00 Ratings
    Compliance management9.033 Ratings00 Ratings
    Learning administration9.037 Ratings00 Ratings
    Learning reporting & analytics9.039 Ratings00 Ratings
    Social learning9.034 Ratings00 Ratings
    Gamification9.62 Ratings00 Ratings
    Single Sign On (SSO) Enabled Learning9.03 Ratings00 Ratings
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    CanvasH2O.ai
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    Google Classroom
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    Score7.8 out of 10
    Medium-sized Companies
    Schoology Learning
    Score8 out of 10
    DataRobot
    Score8.2 out of 10
    Enterprises
    D2L Brightspace
    Score7.8 out of 10
    DataRobot
    Score8.2 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    CanvasH2O.ai
    Likelihood to Recommend
    9.3
    (84 ratings)
    8.1
    (3 ratings)
    Likelihood to Renew
    9.3
    (5 ratings)
    -
    (0 ratings)
    Usability
    9.4
    (10 ratings)
    -
    (0 ratings)
    Support Rating
    9.0
    (11 ratings)
    9.0
    (1 ratings)
    In-Person Training
    10.0
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.0
    (1 ratings)
    -
    (0 ratings)
    Implementation Rating
    8.5
    (2 ratings)
    -
    (0 ratings)
    Product Scalability
    8.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    CanvasH2O.ai
    Likelihood to Recommend
    Instructure
    It is really well suited for school situations like knowing what [assignments] need to be done when, getting feedback, getting points, finding the slides that the teacher used for explaining an [assignment] or theory. I think It would be less suited in business situations because it's [primarily] made to be a [one-way] communication tool for schools. Businesses need more control on individual levels I think[.]
    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
    Instructure
    • Creativity options for teachers to create a virtual space that still has fun graphics and accessibility options.
    • Canvas has versatility in viewing options for assignment due dates such as the calendar built in feature as well as the dashboard options to display upcoming and due assignments.
    • Allowing teachers to create community with each other and collaborate in each-other's space.
    • Discussion platforms within classrooms for students to communicate with each-other and with their teachers.
    • Easy messaging portal within each virtual classroom.
    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
    Instructure
    • Their integration with Big Blue Button was a bust for distance learning. Would be great to see them collaborate with Zoom or Google Meets.
    • Their "feature request" process is slow and cumbersome at times because it relies on user "up votes" to get ideas addressed by the developers.
    • They seem to have a lot of turn-over with their staff. We get a new Customer Success Manager far more frequently than with other vendors.
    Incentivized
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    H2O.ai
    • Better documentation
    • Improve the Visual presentations including charting etc
    Incentivized
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    Likelihood to Renew
    Instructure
    The other LMS tools have fallen behind. One reason is they are not able to update their systems, features, toolsets in a timely manner. While other LMS providers release bug fixes and new features several times a year, schools struggle to install and implement them in a timely manner. It is not uncommon for a school to take 6 months to a year to fully install and implement new releases on other LMS platforms. With Canvas, those features are released every 3 weeks, and there is nothing for a school to do other than choose to turn them on once released. This has allowed Instructure to innovate faster, and get new features and tools to customers quicker. Other factors include great pricing, customer support, and the innovative way in which LTI is implemented in the tool.
    Incentivized
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    H2O.ai
    No answers on this topic
    Usability
    Instructure
    The functions in Canvas are well integrated and consistent across the application, and mostly intuitive. Overall navigation and setup is streamlined through integrated features and navigation. The feedback we've gotten from our program participants is that it is easy to learn to use. It also integrates well with third party software like Google Docs and Blackboard Collaborate web conferencing software
    Incentivized
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    H2O.ai
    No answers on this topic
    Support Rating
    Instructure
    I do not personally use Canvas support since we have a central office that helps us. However, our central office always has the answers we need and are always able to solve our issues - so I would assume that get great support from the Canvas team on their end. They also offer great training, which uses materials directly from Canvas
    Incentivized
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    H2O.ai
    The overall experience I have with H2O is really awesome, even with its cost effectiveness.
    Incentivized
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    In-Person Training
    Instructure
    The training sessions were broken down into several days as well as different levels depending upon the knowledge of the user
    Incentivized
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    H2O.ai
    No answers on this topic
    Online Training
    Instructure
    The online tutorials and videos are very clear and addressed the issues/questions that I had about using the system.
    Incentivized
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    H2O.ai
    No answers on this topic
    Implementation Rating
    Instructure
    Once you purchase and sign the contract there is nothing to install or hardware to buy. You can almost immediately start using it and have courses up and going within weeks. We signed in December and had pilot courses online ready to go for the start of school in January
    Incentivized
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    H2O.ai
    No answers on this topic
    Alternatives Considered
    Instructure
    Canvas is more secure, has a cleaner design, and has more features. For the features, they have in common canvas still stacks up against [Smart school] by going for the extra mile. Besidfor e that, [the] canvas looks a lot more [professional] than [Smart school]. I didn't make the decision myself to get canvas instead of [Smart school] but I'm happy they did.
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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.
    Incentivized
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    Return on Investment
    Instructure
    • Canvas has helped us provide a more robust online component to our courses.
    • Canvas has helped us better adapt to a rapidly changing educational landscape.
    • Canvas has reduced the time that we have to spend training faculty on how to use our learning management system.
    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
    Read full review
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