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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

    Gainsight CS

    Score8.8 out of 10
    Mid-Size Companies (51-1,000 employees)
    Gainsight Customer Success (CS) is presented as a growth engine for modern post-sale teams. Built for CROs, CS leaders, and operations pros, it provides visibility into customer health, expansion potential, and revenue risk. With automation, AI, and health scoring, Gainsight helps scale outcomes without scaling headcount. With its playbooks and success plans to CSQL tracking and journey orchestration, Gainsight CS helps teams to take the right action at the right time, every time. Access to…

    $2,500

    Per Company Per Month

    Pricing
    DataikuGainsight CS
    Editions & Modules
    Discover
    Contact sales team
    Business
    Contact sales team
    Enterprise
    Contact sales team
    Subscription
    $2,500
    Per Company Per Month
    Offerings
    Pricing Offerings
    DataikuGainsight CS
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeRequired
    Additional Details——
    More Pricing Information
    Community Pulse
    DataikuGainsight CS
    Considered Both Products
    Dataiku
    No answer on this topic
    Gainsight
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    98%
    Would buy again
    187 Answers
    Delivers good value for the price
    No answers on this topic
    98%
    Delivers good value for the price
    132 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    97%
    Happy with the feature set
    184 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    95%
    Lived up to sales and marketing promises
    93 Answers
    Implementation went as expected
    No answers on this topic
    74%
    Implementation went as expected
    73 Answers
    Features
    DataikuGainsight CS
    Platform Connectivity
    Comparison of Platform Connectivity features of Dataiku and Gainsight CS
    Feature
    Dataiku
    8.6
    5 Ratings
    3% above category average
    Gainsight CS
    -
    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 Gainsight CS
    Feature
    Dataiku
    10.0
    5 Ratings
    17% above category average
    Gainsight CS
    -
    Ratings
    Visualization10.05 Ratings00 Ratings
    Interactive Data Analysis10.05 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Dataiku and Gainsight CS
    Feature
    Dataiku
    9.5
    5 Ratings
    15% above category average
    Gainsight CS
    -
    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 Gainsight CS
    Feature
    Dataiku
    8.5
    5 Ratings
    0% above category average
    Gainsight CS
    -
    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 Gainsight CS
    Feature
    Dataiku
    8.0
    5 Ratings
    6% below category average
    Gainsight CS
    -
    Ratings
    Flexible Model Publishing Options8.05 Ratings00 Ratings
    Security, Governance, and Cost Controls8.05 Ratings00 Ratings
    Security
    Comparison of Security features of Dataiku and Gainsight CS
    Feature
    Dataiku
    -
    Ratings
    Gainsight CS
    8.3
    294 Ratings
    3% below category average
    Role-based user permissions00 Ratings8.3297 Ratings
    Platform & Infrastructure
    Comparison of Platform & Infrastructure features of Dataiku and Gainsight CS
    Feature
    Dataiku
    -
    Ratings
    Gainsight CS
    8.1
    341 Ratings
    7% below category average
    API00 Ratings8.0235 Ratings
    Integration with Salesforce.com00 Ratings8.5336 Ratings
    Integration with Marketo00 Ratings7.979 Ratings
    Integration with Eloqua00 Ratings8.039 Ratings
    Customer Data Extraction / Integration
    Comparison of Customer Data Extraction / Integration features of Dataiku and Gainsight CS
    Feature
    Dataiku
    -
    Ratings
    Gainsight CS
    7.7
    362 Ratings
    13% below category average
    Product usage00 Ratings7.8350 Ratings
    Help desk / support tickets00 Ratings7.5281 Ratings
    Customer Success Management
    Comparison of Customer Success Management features of Dataiku and Gainsight CS
    Feature
    Dataiku
    -
    Ratings
    Gainsight CS
    8.1
    364 Ratings
    6% below category average
    NPS surveys00 Ratings8.5297 Ratings
    Sponsor tracking00 Ratings7.3238 Ratings
    Customer profiles00 Ratings8.5317 Ratings
    Automated workflow00 Ratings8.2348 Ratings
    Internal collaboration00 Ratings7.6334 Ratings
    Customer health scoring00 Ratings8.5357 Ratings
    Customer segmentation00 Ratings8.1307 Ratings
    CSM Reporting & Analytics
    Comparison of CSM Reporting & Analytics features of Dataiku and Gainsight CS
    Feature
    Dataiku
    -
    Ratings
    Gainsight CS
    7.8
    358 Ratings
    7% below category average
    Customer health trends00 Ratings8.3340 Ratings
    Engagement analytics00 Ratings8.1307 Ratings
    Revenue forecasting00 Ratings6.6203 Ratings
    Dashboards00 Ratings8.3358 Ratings
    Best Alternatives
    DataikuGainsight CS
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    ClientSuccess
    Score6 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    ChurnZero
    Score7.9 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataikuGainsight CS
    Likelihood to Recommend
    10.0
    (4 ratings)
    8.9
    (401 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.2
    (21 ratings)
    Usability
    10.0
    (1 ratings)
    8.3
    (197 ratings)
    Availability
    -
    (0 ratings)
    9.1
    (3 ratings)
    Performance
    -
    (0 ratings)
    8.8
    (3 ratings)
    Support Rating
    9.4
    (3 ratings)
    8.2
    (135 ratings)
    Online Training
    -
    (0 ratings)
    8.6
    (4 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (7 ratings)
    Configurability
    -
    (0 ratings)
    8.2
    (2 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    9.1
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    9.1
    (1 ratings)
    Product Scalability
    -
    (0 ratings)
    8.3
    (3 ratings)
    Professional Services
    -
    (0 ratings)
    9.1
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    9.1
    (2 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    9.1
    (1 ratings)
    User Testimonials
    DataikuGainsight CS
    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
    Gainsight
    I really enjoy using Gainsight CS because we can track our customers through their life cycles through our CSM/Implementation teams, Customer Community, and even our Academy! All of the information is in one spot for us to use and see. I would recommend this product (as well as CC & CE) for any SaaS company that needs visibility across all products and teams.
    Incentivized
    Read full review
    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
    Read full review
    Gainsight
    • One source of truth for all things CS - managing day-to-day tasks.
    • Getting ahead of the risk by having a very detailed and evolving health score system. Gainsight's CSM was incredibly helpful in building our risk mitigation plan using the health score, sharing their best practices.
    • Having a mutually agreed upon Success Plan that you can share with the customer. It was also incredibly helpful with assigning other parties to take actions, along with due dates and reminders
    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
    Read full review
    Gainsight
    • Outlook integration could be better as within Outlook we do not get much insight of the account. While contacting a contact from Outlook, it will be great if the Outlook -Gainsight CS tool can show certain important information, like any pending CTAs, the latest billing amount, and pending certifications, etc. This will improve the communications and make it more aligned with the company and account perspectives.
    • Limitations of report creation are user level - As a user I can not create report as per my wish on my set of accounts. Only the admin user has access to that, and also it's very intuitive compared to Salesforce.
    • Dashboard customization - as a user I have very much limited options to put in my dashboard. It's all about CTA all the time.
    Incentivized
    Read full review
    Likelihood to Renew
    Dataiku
    No answers on this topic
    Gainsight
    Gainsight offers a level of support that I've not experience before. They will work with you to come up with a solution to a problem - or help match you with another client that has a similar setup as you to get their feedback. Also the functionality that we have built within the software works for us. It's 'easy' to use (once you get the hang of it) and our users rather enjoy working in the software.
    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
    Gainsight
    Gainsight CSGainsight's usability is extremely intuitive. The dashboards are modular and the ability to click into each to learn more is helpful to gain visibility and strategizing where to prioritize time as a CSM. Logging activities is also extremely intuitive as is the CTA function. There is some confusion on "Where can I find..." if there are multiple dashboards so an internal AI tool to ask would be helpful as well.
    Incentivized
    Read full review
    Reliability and Availability
    Dataiku
    No answers on this topic
    Gainsight
    Rarely any issues with availability or outages. When they do occur, there is excellent communication and consistent updates. Bugs are usually addressed in a timely manner, and communication around those issues is also extremely good
    Incentivized
    Read full review
    Performance
    Dataiku
    No answers on this topic
    Gainsight
    There are some times when it can take almost a minute to load some of our reports or the rules engine. Within a rule it can also take time to load the actions as they each load one at a time when scrolling. The ability to scroll without waiting would be ideal
    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
    Read full review
    Gainsight
    The CSMs are very hands-on and helpful, both Elaine and Lane have provided a lot of guidance and value over the years. Support is responsive and will jump on things as needed. The thought leadership and community is probably the most valuable part of our support from Gainsight.
    Incentivized
    Read full review
    Online Training
    Dataiku
    No answers on this topic
    Gainsight
    The online videos are very good for basic tasks in the platform, but it isn't very descriptive or helpful trying to make your own specific variables fit the simple example that is typically used. Typically, I'll watch a video, try on my own and still have to get help from support or Customer Success team
    Read full review
    Implementation Rating
    Dataiku
    No answers on this topic
    Gainsight
    I was not part of the implantation (I took over later). However, based on what was passed to me, the tool was not well implemented at our org. I think this had to do with complexity, wrong person assigned in our org, and org buy-in. I think it would have been very successful if we had a better assignment process internally.
    Incentivized
    Read full review
    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
    Read full review
    Gainsight
    Gainsight CS and Vitally offer distinct strategic advantages depending on organizational maturity. We used Vitally for a year and it is pretty decent for mid-market teams requiring immediate agility. We just had a hard time getting our CSM's to adopt the tool. In contrast, Gainsight CS serves as a comprehensive System built for enterprise complexity. Its architectural depth allows for intricate data modeling and parent-child hierarchies, while its Bionic Rules engine provides professional-grade automation that handles nuanced triggers far beyond the capabilities of standard, trait-based systems.
    Incentivized
    Read full review
    Scalability
    Dataiku
    No answers on this topic
    Gainsight
    It can lean a little heavily toward Customer Success, but the ability to customize many areas based on specific user or account characteristics allows you to make it work across many different roles. This also makes collaboration within the tool across teams possible. It a flexible tool if you have a skilled admin to help guide your process building.
    Incentivized
    Read full review
    Return on Investment
    Dataiku
    • Customer satisfaction
    • Timely project delivery
    Incentivized
    Read full review
    Gainsight
    • No metrics yet, but we have improved our at-risk customers by identifying risks earlier via our automated health score and with our Gainsight approved mitigation workflow, CSMs and leaders have better discipline with mitigation efforts and sharing at-risk customers across the org so other teams can step in and assist
    Incentivized
    Read full review
    ScreenShots

    Gainsight CS Screenshots

    Screenshot of the Journey Orchestrator, used to build personalized, scalable customer journeys with lifecycle-based emails, playbooks, and triggered workflows, so no customer slips through the cracks.Screenshot of an AI Cheat Sheet. These offer AI-generated summaries, suggestions, and insights tailored to each account—so CSMs spend less time analyzing, and more time acting.Screenshot of AI Scorecards. These are used to analyze renewal and churn data to recommend new measures, refine weights, and create high-impact scorecards (or refine existing ones), to forecast with more precision and act with confidence.Screenshot of Success Plans, where users can create clear, outcome-based plans with customers—then track progress, assign owners, and show stakeholders exactly how value is being driven.Screenshot of Gainsight Home, which provides one place for customer success teams to prioritize, act, and prove impact—powered by real-time insights, AI signals, and workflows designed to drive retention and expansion.Screenshot of Customer 360. This interface brings together usage data, health scores, playbooks, and account details into one unified view.