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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

    Sigma

    Score8.4 out of 10
    N/ASigma Computing headquartered in San Francisco provides a suite of data services such as code free data modeling, data search and explorating, and related BI and data visualization services.N/A
    Pricing
    DataikuSigma
    Editions & Modules
    Discover
    Contact sales team
    Business
    Contact sales team
    Enterprise
    Contact sales team
    No answers on this topic
    Offerings
    Pricing Offerings
    DataikuSigma
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeOptional
    Additional Details—Contact us for pricing.
    More Pricing Information
    Community Pulse
    DataikuSigma
    Considered Both Products
    Dataiku
    No answer on this topic
    Sigma Computing
    Chose Sigma
    Sigma beats them all in terms of ease of use and interface. Tableau is more customizable than Sigma, particularly with custom graphics. Sigma is far more feature-rich than Metabase as a basic reporting tool. Sigma makes PowerBI look like a 1980s desktop tool. Dataiku is more …
    Incentivized
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    94%
    Would buy again
    118 Answers
    Delivers good value for the price
    No answers on this topic
    97%
    Delivers good value for the price
    77 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    92%
    Happy with the feature set
    116 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    97%
    Lived up to sales and marketing promises
    68 Answers
    Implementation went as expected
    No answers on this topic
    97%
    Implementation went as expected
    77 Answers
    Features
    DataikuSigma
    Platform Connectivity
    Comparison of Platform Connectivity features of Dataiku and Sigma Computing
    Feature
    Dataiku
    8.6
    5 Ratings
    3% above category average
    Sigma Computing
    -
    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 Sigma Computing
    Feature
    Dataiku
    10.0
    5 Ratings
    17% above category average
    Sigma Computing
    -
    Ratings
    Visualization10.05 Ratings00 Ratings
    Interactive Data Analysis10.05 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Dataiku and Sigma Computing
    Feature
    Dataiku
    9.5
    5 Ratings
    15% above category average
    Sigma Computing
    -
    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 Sigma Computing
    Feature
    Dataiku
    8.5
    5 Ratings
    0% above category average
    Sigma Computing
    -
    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 Sigma Computing
    Feature
    Dataiku
    8.0
    5 Ratings
    6% below category average
    Sigma Computing
    -
    Ratings
    Flexible Model Publishing Options8.05 Ratings00 Ratings
    Security, Governance, and Cost Controls8.05 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Dataiku and Sigma Computing
    Feature
    Dataiku
    -
    Ratings
    Sigma Computing
    7.5
    163 Ratings
    8% below category average
    Pixel Perfect reports00 Ratings5.4104 Ratings
    Customizable dashboards00 Ratings9.3161 Ratings
    Report Formatting Templates00 Ratings7.7133 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Dataiku and Sigma Computing
    Feature
    Dataiku
    -
    Ratings
    Sigma Computing
    7.5
    166 Ratings
    6% below category average
    Drill-down analysis00 Ratings8.0155 Ratings
    Formatting capabilities00 Ratings7.0163 Ratings
    Integration with R or other statistical packages00 Ratings7.35 Ratings
    Report sharing and collaboration00 Ratings7.7162 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Dataiku and Sigma Computing
    Feature
    Dataiku
    -
    Ratings
    Sigma Computing
    7.5
    156 Ratings
    9% below category average
    Publish to Web00 Ratings7.3103 Ratings
    Publish to PDF00 Ratings7.7130 Ratings
    Report Versioning00 Ratings7.0120 Ratings
    Report Delivery Scheduling00 Ratings7.6132 Ratings
    Delivery to Remote Servers00 Ratings7.968 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Dataiku and Sigma Computing
    Feature
    Dataiku
    -
    Ratings
    Sigma Computing
    6.8
    149 Ratings
    16% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.6147 Ratings
    Location Analytics / Geographic Visualization00 Ratings5.626 Ratings
    Predictive Analytics00 Ratings6.218 Ratings
    Best Alternatives
    DataikuSigma
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataikuSigma
    Likelihood to Recommend
    10.0
    (4 ratings)
    8.2
    (170 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    10.0
    (6 ratings)
    Usability
    10.0
    (1 ratings)
    7.6
    (48 ratings)
    Availability
    -
    (0 ratings)
    8.2
    (2 ratings)
    Performance
    -
    (0 ratings)
    9.1
    (2 ratings)
    Support Rating
    9.4
    (3 ratings)
    10.0
    (47 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (2 ratings)
    Configurability
    -
    (0 ratings)
    7.3
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    9.1
    (1 ratings)
    Product Scalability
    -
    (0 ratings)
    8.2
    (2 ratings)
    Vendor post-sale
    -
    (0 ratings)
    7.3
    (1 ratings)
    User Testimonials
    DataikuSigma
    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
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    Sigma Computing
    We were able to set up client-facing embedded reports with ease and security. The interface is not difficult to learn, although we may not be aware of or lack the necessary expertise to utilize more advanced features that would likely benefit us.
    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
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    Sigma Computing
    • Allows end users to easily dive into the data without having direct access to the table in our database management software.
    • Can easily turnaround dashboards that are detailed and visually pleasing.
    • Sigma is intuitive and as new features are rolled out it is easy to adopt and incorporate them into new and existing dashboards.
    Incentivized
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    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.
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    Sigma Computing
    • Sigma Computing does not allow custom ordering of pivot fields in pivot tables easily
    • Sigma Computing lacks functionality for creating tables or sections that dynamically adjust to the browser window's height while maintaining a fixed height textbox at the bottom
    • Sigma Computing does not provide straightforward options for formatting totals in tables, such as renaming 'Total' to 'Average', 'Team Total', etc
    • Sigma Computing does not support searching by individual tab names within a workbook
    Incentivized
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    Likelihood to Renew
    Dataiku
    No answers on this topic
    Sigma Computing
    Sigma has helped us a lot and has become an integral part of our daily workflow. It would be difficult to switch to another platform and have to rebuild the numerous metrics and performance reports that we have already established
    Incentivized
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    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
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    Sigma Computing
    It has a clean and modern interface. However, it is not completely intuitive. I think it would be better and easier to navigate with more Windows style drop down menus and/or tabls. There is a significant learning curve, but that may be due in part to the technical nature of this type of software tool.
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    Reliability and Availability
    Dataiku
    No answers on this topic
    Sigma Computing
    Yes, as long as you don’t conduct user error sigma is always up and running and waiting for you to complete your dashboards
    Incentivized
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    Performance
    Dataiku
    No answers on this topic
    Sigma Computing
    It depends, it loads quickly for smaller dashboards but when loading larger amounts of data it takes more time to do so
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    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.
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    Sigma Computing
    They are very friendly and informative. They are quick in resolving our queries and help us understand very minute things as well. They are quick in creating feature tickets based on our custom requirements, and they would also create a bug ticket if there is any discrepancy and get that checked on time.
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    Implementation Rating
    Dataiku
    No answers on this topic
    Sigma Computing
    Was not involved in implementation
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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.
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    Sigma Computing
    With Looker, to be effective, a substantial amount of coding & modeling needs to happen in LookML. Being another language to learn, users have to context switch again from at a minimum either SQL or Python into LookML. The concept of being able to source control, code review, and deploy your models is a plus though.
    Tableau is the gold standard for data visualization, no question. Power users will be able to create dazzling content that Sigma won't necessarily be able to easily match. However, since development usually happens via an extract, helping other users troubleshoot is an arduous process. Trying to re-do or un-do all the transformations and calculations that cause a certain number is very difficult.
    With Sigma, all the queries happen directly against Snowflake and you can see the query logs. The data modeling happens right in a tabular, spreadsheet-like manner, so within only a few minutes, substantial transformations can happen, with visualizations just a few more clicks away.
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    Scalability
    Dataiku
    No answers on this topic
    Sigma Computing
    It is a cloud service offering that is able to expand based on your usage
    Incentivized
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    Return on Investment
    Dataiku
    • Customer satisfaction
    • Timely project delivery
    Incentivized
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    Sigma Computing
    • Monitoring health of cloud platform has allowed the company to anticipate issues before they affect customers – Sigma prompted us building a canary monitoring process that provides customer container health.
    • Customer success has used an activity report to discover customers running runaway processes that they were unaware of, creating an alert to contact the customer and prevent an embarrassing situation.
    • Customer success uses the activity report to prompt conversations regarding increases or declines in behavior that led to increasing contract limits or addressing churn concerns.
    Incentivized
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    ScreenShots