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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Dataiku

    Score8.6 out of 10
    N/AThe Dataiku platform unifies data work from analytics to Generative AI. It supports enterprise analytics with visual, cloud-based tooling for data preparation, visualization, and workflow automation.N/A

    IBM Vault

    Score8.6 out of 10
    N/AIBM Vault (formerly Hashicorp Vault) is an encryption tool for managing secrets including credentials, passwords and other secrets, providing access control, audit trail, and support for multiple authentication methods. It is available open source, or under an enterprise license.

    $0.03

    Pricing
    DataikuIBM Vault
    Editions & Modules
    Discover
    Contact sales team
    Business
    Contact sales team
    Enterprise
    Contact sales team
    Cloud - HCP Vault
    $0.03/hr
    Open Source
    Free
    Enterprise
    Contact sales team
    Offerings
    Pricing Offerings
    DataikuIBM Vault
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    DataikuIBM Vault
    Considered Both Products
    Dataiku
    No answer on this topic
    IBM
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    No answers on this topic
    Delivers good value for the price
    No answers on this topic
    No answers on this topic
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    No answers on this topic
    No answers on this topic
    Implementation went as expected
    No answers on this topic
    No answers on this topic
    Features
    DataikuIBM Vault
    Platform Connectivity
    Comparison of Platform Connectivity features of Dataiku and IBM Vault
    Feature
    Dataiku
    8.6
    5 Ratings
    3% above category average
    IBM Vault
    -
    Ratings
    Connect to Multiple Data Sources8.05 Ratings00 Ratings
    Extend Existing Data Sources10.04 Ratings00 Ratings
    Automatic Data Format Detection10.05 Ratings00 Ratings
    MDM Integration6.52 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Dataiku and IBM Vault
    Feature
    Dataiku
    10.0
    5 Ratings
    17% above category average
    IBM Vault
    -
    Ratings
    Visualization10.05 Ratings00 Ratings
    Interactive Data Analysis10.05 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Dataiku and IBM Vault
    Feature
    Dataiku
    9.5
    5 Ratings
    15% above category average
    IBM Vault
    -
    Ratings
    Interactive Data Cleaning and Enrichment9.05 Ratings00 Ratings
    Data Transformations9.05 Ratings00 Ratings
    Data Encryption10.04 Ratings00 Ratings
    Built-in Processors10.04 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Dataiku and IBM Vault
    Feature
    Dataiku
    8.5
    5 Ratings
    0% above category average
    IBM Vault
    -
    Ratings
    Multiple Model Development Languages and Tools8.05 Ratings00 Ratings
    Automated Machine Learning8.05 Ratings00 Ratings
    Single platform for multiple model development8.05 Ratings00 Ratings
    Self-Service Model Delivery10.04 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Dataiku and IBM Vault
    Feature
    Dataiku
    8.0
    5 Ratings
    6% below category average
    IBM Vault
    -
    Ratings
    Flexible Model Publishing Options8.05 Ratings00 Ratings
    Security, Governance, and Cost Controls8.05 Ratings00 Ratings
    Best Alternatives
    DataikuIBM Vault
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Keeper
    Score8.3 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Keeper
    Score8.3 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataikuIBM Vault
    Likelihood to Recommend
    10.0
    (4 ratings)
    8.0
    (7 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    10.0
    (1 ratings)
    Usability
    10.0
    (1 ratings)
    9.0
    (3 ratings)
    Support Rating
    9.4
    (3 ratings)
    6.3
    (3 ratings)
    User Testimonials
    DataikuIBM Vault
    Likelihood to Recommend
    Dataiku
    Dataiku is an awesome tool for data scientists. It really makes our lives easier. It is also really good for non technical users to see and follow along with the process. I do think that people can fall into the trap of using it without any knowledge at all because so much is automated, but I dont think that is the fault of Dataiku.
    Incentivized
    Read full review
    IBM
    HashiCorp Vault, in my opinion, is a defacto standard for any cloud or automation implementation. They're the best of the best as far as products for secrets management and the ability to use it against relatively any service you have is unheard of for other products. HashiCorp has really taken out all the stops when it comes to creating a nice, extensible tool that people can use to suit their needs.
    Incentivized
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    Pros
    Dataiku
    • Allows users to collaborate and monitor individual tasks
    • Caters to both types of analysts, coders and non-coders, alike
    • Integrate graphs and plots with visualization tools such as Tableau
    Incentivized
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    IBM
    • The HTTP API you use to write and read secrets is open and can be used by any application.
    • It keeps our sensitive data/credentials out of our GitLab repositories.
    • Sealing and unsealing the Vault on demand adds an additional layer of security.
    Incentivized
    Read full review
    Cons
    Dataiku
    • The integrated windows of frontend and backend in web applications make it cumbersome for the developer.
    • When dealing with multiple data flows, it becomes really confusing, though they have introduced a feature (Zones) to cater to this issue.
    • Bundling, exporting, and importing projects sometimes create issues related to code environment. If the code environment is not available, at least the schema of the flow we should be able to import should be.
    Incentivized
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    IBM
    • Session Management is terrible to manage
    • Monitoring is hard and not enough information
    • User management
    • Configuration is too complex
    • More user friendly UI
    Read full review
    Likelihood to Renew
    Dataiku
    No answers on this topic
    IBM
    HashiCorp Vault is the best there is out there, and it has become critical to our secret management use cases. It would be difficult to find anything that would suit our needs better and that would be beneficial for us to switch over to.
    Incentivized
    Read full review
    Usability
    Dataiku
    The user experience is very good. Everything feels intuitive and "flows" (sorry excuse the pun) so nicely, and the customization level is also appropriate to the tool. Even as a newer data scientist, it felt easy to use and the explanations/tutorials were very good. The documentation is also at a good level
    Incentivized
    Read full review
    IBM
    We spent a little more time than we imagined to conceptually understand how HashiCorp Vault operates, as well as how it is configured. This is not trivial, and keep in mind that you will need to take some time to get a thorough understanding of the tool. The documentation could be more helpful in this regard.
    Incentivized
    Read full review
    Support Rating
    Dataiku
    The open source user community is friendly, helpful, and responsive, at times even outdoing commercial software vendors. Documentation is also top notch, and usually resolves issues without the need for human interactions. Great product design, with a focus on user experience, also makes platform use intuitive, thus reducing the need for explicit support.
    Incentivized
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    IBM
    Hashicorp has been very responsive to our questions and inquiries up to this point. We are currently working on them to develop a more granular permissions model within Vault. We are very close to achieving our objectives with the help of their support team. We do not seem to be in the same time zone which makes it hard for escalated issues.
    Incentivized
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    Alternatives Considered
    Dataiku
    Anaconda is mainly used by professional data scientists who have profound knowledge of Python coding, mainly used for building some new algorithm block or some optimization, then the module will be integrated into the Dataiku pipeline/workflow. While Dataiku can be used by even other kinds of users.
    Incentivized
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    IBM
    HashiCorp Vault is way better than Azure Key Vault; it has more features and it goes beyond a key-value secret store.
    Incentivized
    Read full review
    Return on Investment
    Dataiku
    • Customer satisfaction
    • Timely project delivery
    Incentivized
    Read full review
    IBM
    • Helped us reach our security compliance goals.
    • Helped us strengthen our security position in our infrastructure by improving on poor secret management practices.
    Incentivized
    Read full review
    ScreenShots

    IBM Vault Screenshots

    Screenshot of an example of writing a secret to Vault. Secrets are always encrypted and written to backend storage.Screenshot of the secrets menu to manage integrated secrets engines. Secrets Engines are components which store, generate, or encrypt data and are enabled at a path in Vault.Screenshot of where vault identity has support for groups. A group can contain multiple entities as its members. A group can also have subgroups.Screenshot of HCP Vault, which provides all of the power and security of Vault, without the complexity and overhead of managing it yourself.Screenshot of where to view entity client and non-entity client counts.Screenshot of MFA is built on top of the Identity system of Vault.