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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    GoodData.AI

    Score8.8 out of 10
    N/AGoodData is an analytics platform used by organizations to deliver real-time, governed insights, embedded into products, customized for users, and integrated into any data environment.N/A

    ThoughtSpot

    Score8.4 out of 10
    N/AThoughtSpot is an Agentic Analytics Platform for enterprises where users ask data questions using natural language and get answers with AI. Code-first for data teams and code-free for business users, ThoughtSpot can handle large, complex cloud data at scale.

    $1,500

    per year (5 users)

    Pricing
    GoodData.AIThoughtSpot
    Editions & Modules
    No answers on this topic
    Thoughtspot Analytics - Pro
    $50
    per month (billed annually) per user (25-1000 users)
    Thoughtspot Analytics - Enterprise
    Custom
    Offerings
    Pricing Offerings
    GoodData.AIThoughtSpot
    Free Trial
    YesYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalOptional
    Additional Details——
    More Pricing Information
    Community Pulse
    GoodData.AIThoughtSpot
    Considered Both Products
    GoodData.AI
    Chose GoodData.AI
    Already described before....
    Simple platform, easy sharing the dashboards and simple for business users...
    Incentivized
    ThoughtSpot
    No answer on this topic
    Key User Insights
    Would buy again
    90%
    Would buy again
    73 Answers
    86%
    Would buy again
    37 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    70 Answers
    91%
    Delivers good value for the price
    29 Answers
    Happy with the feature set
    90%
    Happy with the feature set
    73 Answers
    86%
    Happy with the feature set
    37 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    80%
    Lived up to sales and marketing promises
    24 Answers
    Implementation went as expected
    84%
    Implementation went as expected
    54 Answers
    91%
    Implementation went as expected
    29 Answers
    Features
    GoodData.AIThoughtSpot
    BI Standard Reporting
    Comparison of BI Standard Reporting features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    8.1
    74 Ratings
    12% above category average
    ThoughtSpot
    7.3
    89 Ratings
    11% below category average
    Pixel Perfect reports8.055 Ratings6.021 Ratings
    Customizable dashboards8.974 Ratings8.189 Ratings
    Report Formatting Templates7.362 Ratings7.725 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    8.1
    74 Ratings
    4% above category average
    ThoughtSpot
    7.5
    91 Ratings
    6% below category average
    Drill-down analysis7.772 Ratings8.390 Ratings
    Formatting capabilities7.674 Ratings7.090 Ratings
    Report sharing and collaboration8.069 Ratings8.888 Ratings
    Integration with R or other statistical packages00 Ratings5.949 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    7.9
    69 Ratings
    2% above category average
    ThoughtSpot
    7.2
    86 Ratings
    10% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.067 Ratings7.585 Ratings
    Location Analytics / Geographic Visualization7.656 Ratings7.079 Ratings
    Predictive Analytics6.540 Ratings7.565 Ratings
    Pattern Recognition and Data Mining9.620 Ratings6.913 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    8.0
    75 Ratings
    5% above category average
    ThoughtSpot
    8.1
    86 Ratings
    5% below category average
    Multi-User Support (named login)8.974 Ratings8.282 Ratings
    Role-Based Security Model8.666 Ratings7.974 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)8.072 Ratings7.678 Ratings
    Single Sign-On (SSO)6.546 Ratings8.772 Ratings
    Report-Level Access Control00 Ratings7.816 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    8.3
    51 Ratings
    14% above category average
    ThoughtSpot
    7.2
    51 Ratings
    7% below category average
    REST API8.443 Ratings7.342 Ratings
    Javascript API8.339 Ratings6.835 Ratings
    iFrames8.340 Ratings8.134 Ratings
    Java API00 Ratings7.013 Ratings
    Themeable User Interface (UI)00 Ratings7.235 Ratings
    Customizable Platform (Open Source)00 Ratings7.115 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    -
    Ratings
    ThoughtSpot
    8.1
    84 Ratings
    1% below category average
    Publish to Web00 Ratings8.155 Ratings
    Publish to PDF00 Ratings8.478 Ratings
    Report Versioning00 Ratings7.918 Ratings
    Report Delivery Scheduling00 Ratings8.364 Ratings
    Delivery to Remote Servers00 Ratings7.935 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of GoodData.AI and ThoughtSpot
    Feature
    GoodData.AI
    -
    Ratings
    ThoughtSpot
    7.3
    53 Ratings
    6% below category average
    Responsive Design for Web Access00 Ratings7.051 Ratings
    Mobile Application00 Ratings6.734 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings6.746 Ratings
    Best Alternatives
    GoodData.AIThoughtSpot
    Small Businesses
    Yellowfin
    Score8.6 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    Reveal
    Score10 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    Microsoft Power BI Embedded
    Score8 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GoodData.AIThoughtSpot
    Likelihood to Recommend
    9.2
    (102 ratings)
    8.4
    (91 ratings)
    Likelihood to Renew
    8.9
    (19 ratings)
    10.0
    (6 ratings)
    Usability
    9.4
    (81 ratings)
    8.2
    (85 ratings)
    Availability
    8.7
    (3 ratings)
    9.0
    (3 ratings)
    Performance
    8.7
    (3 ratings)
    8.0
    (3 ratings)
    Support Rating
    10.0
    (11 ratings)
    8.0
    (4 ratings)
    In-Person Training
    9.0
    (1 ratings)
    5.0
    (1 ratings)
    Online Training
    8.0
    (1 ratings)
    4.0
    (1 ratings)
    Implementation Rating
    7.0
    (4 ratings)
    7.0
    (2 ratings)
    Configurability
    7.7
    (2 ratings)
    8.0
    (1 ratings)
    Data Sharing and Collaboration
    8.0
    (13 ratings)
    7.8
    (5 ratings)
    Data Sources
    8.0
    (13 ratings)
    8.4
    (5 ratings)
    Ease of integration
    7.3
    (4 ratings)
    9.0
    (1 ratings)
    Product Scalability
    9.2
    (2 ratings)
    8.0
    (3 ratings)
    Vendor post-sale
    8.7
    (2 ratings)
    8.0
    (1 ratings)
    Vendor pre-sale
    8.0
    (1 ratings)
    9.0
    (1 ratings)
    User Testimonials
    GoodData.AIThoughtSpot
    Likelihood to Recommend
    GoodData.AI
    I think it works nicely for shops that want the analytical power and are ok to host their own infrastructure for the data and etl. For smaller operations with limited budgets but still high demand for analytical features the math may not work out.
    Incentivized
    Read full review
    ThoughtSpot
    It is well suited when the same data is consumed by many different people with different analytics and visualization requirements because, if you have the data available in ThoughtSpot, every user can prepare different views. Also, it is a good reporting tool, you can get rid of slides if you have a good dashboard prepared, gaining flexibility and agility.
    Incentivized
    Read full review
    Pros
    GoodData.AI
    • The source datasets are often complex, semi-structured and un-linked to key entities. With GoodData, all of these datasets are unified to serve as a central semantic data model layer, building into a galaxy schema with dimensions, bridge, and facts, which then forms the backbone that powers the [...] data intelligence cloud. Building insights and dashboards become a much easier task once the underlying data model is designed. GoodData enforces certain best practices as a BI tool, which must be adhered to get the true value of the raw data. For e.g. the source FDA dashboard may just show inspection data but the Site Profile dashboard built on GoodData goes beyond the standard information and shows more insight into site risk scores and can be drilled into details. There is blog written on this topic: [...].
    • GoodData provides a rich collection of visualization options that help us create compelling story-telling via dashboards. Being well-prepared for FDA inspections is essential for maintaining product quality, regulatory compliance, and avoiding serious business setbacks. FDA inspections are critical events that can shape a company’s market access and reputation. The FDA itself offers the FDA Data Dashboard, but it doesn’t make every document available. There is a blog written on this topic: [...].
    • Medical devices and technologies do not stop evolving after they receive regulatory approval. Once a product hits the market, it faces real-world usage, compliance challenges, and an array of regulatory scrutiny. Managing these postmarket dynamics is critical to a product’s long-term success and patient safety. However, many companies struggle to keep track of relevant events across a product’s markets, from adverse event reports to changing regulations. Postmarket Intelligence developed on GoodData platform enables us to solve that problem. It empowers MedTech companies to efficiently monitor, assess, and act on postmarket data—saving time, improving decision-making, and ensuring compliance with industry standards. Anyone who is used to trying to get the data they need from the various FDA, and other regulatory agency websites, knows that collecting, cleaning, and structuring that data takes hours. And that’s before any analysis can get done. We enable customers to free up time to focus only on the high-value analysis and subsequent recommendations to leadership, rather than wrangling the data.
    • The data pipeline refresh that is provided by GoodData Platform is also quite useful from data engineering perspective. The Automated Data Distribution v2 or commonly called as ADD refresh follows a set pattern of identifying the analytical data model through output stage which helps abstract the complex table definition to simpler views that can help with quick rebuild at the data warehouse level while loading the data into GoodData's ADS storage layer. The import first way of loading data into GoodData's cloud storage, followed by querying for any aggregations or metrics on the GoodData analyzer, makes this simple and fast.
    • GoodData's latest product i.e. Cloud also offers several good features like Analytics as Code which helps software engineering teams follow a code-first approach to analytics, where building insights, dashboards or even datasets can be done in YAML templates or serviced by REST APIs. This is particularly forward thinking in the modern technology stack and evolving industry requirements. These provide seamless integration options to front-end and backend code, embedded analytics with multiple choices from HTML to React based workloads. At [...], we are currently exploring most of these features while planning for a future migration from Platform to Cloud.
    Incentivized
    Read full review
    ThoughtSpot
    • Beautiful visualizations. The visuals are distinct, clean, and easy to discern from one another.
    • Intelligent querying functionality. When looking to manipulate the data, the search function makes it easy to manipulate the features in the data, along with aggregating them in the way you'd like.
    • Embedding! It has been a smooth process thus far for our product & technical teams to work with ThoughtSpot and bring it into our product.
    Incentivized
    Read full review
    Cons
    GoodData.AI
    • Good Data is already have certain customizable options. However, having more flexibility in customizing reports and dashboards & control over the visual aspects would enhance the overall user experience.
    • To make Good Data even more powerful tool, improving the speed and responsiveness of the tool, especially during data-intensive tasks, would be a significantly helpful.
    • For new users, the interface can be made more user friendly which would promote easy navigation through features of tool.
    Incentivized
    Read full review
    ThoughtSpot
    • It would be great if ThoughtSpot can add the feature to filter by clicking on visualizations. i.e if I click on a particular data point in the chart if the full dashboard can filter just for that particular data point.
    • Color coding the heatmap with different colors like green to orange to red.
    Incentivized
    Read full review
    Likelihood to Renew
    GoodData.AI
    Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage
    Incentivized
    Read full review
    ThoughtSpot
    I give it just waiting because passport is brilliant and it has helped our organisation In advancing to the next stage in the age of AI. It has allowed or non-tech people to better service and clients in a cost-effective way. George port has allowed us to create new products for us and for our clients increasing our revenue streams and reducing clients churn
    Incentivized
    Read full review
    Usability
    GoodData.AI
    From a customer perspective it is incredibly usable. We have more users building their own reports that would normally need custom work from our support team. The back end can be daunting when trying to configure things like new data elements or push changes to a report to all existing customers.
    Incentivized
    Read full review
    ThoughtSpot
    The rating is because of the ease of use of the interface as it has a no code interface that makes it easy to setup data pipelines without extensive programming. Cloud native integration: It integrates seamlessly with cloud based data warehouses. Automated data loading, Scalability, Cost Effective, Transformations, Data Governance and security.
    Incentivized
    Read full review
    Reliability and Availability
    GoodData.AI
    We are approximately one month since go-live. There has been one short outage.
    Read full review
    ThoughtSpot
    it's available unless there is a server or system update etc. sometimes the timing of this is bad (for example during a month end close)
    Incentivized
    Read full review
    Performance
    GoodData.AI
    I'm generally impressed with how fast it reflects so much data.
    Incentivized
    Read full review
    ThoughtSpot
    It does what it is supposed to. Would be nice to have a bit more insights
    Incentivized
    Read full review
    Support Rating
    GoodData.AI
    Support team has been highly responsive and helpful from our first initial deployment to present day. They engage and work with us. know when to escalate for more challenging problems. They also follow up. Overall have had a very good experience with support
    Incentivized
    Read full review
    ThoughtSpot
    I give it this meeting because the team is not only help able to help us in the current solutions but also amazing and taking feedback and feeding it back to their development team which includes more products and features into ThoughtSpot
    Incentivized
    Read full review
    In-Person Training
    GoodData.AI
    Petr was a rock star - patient, knowledgeable, clear and easy to work with.
    Read full review
    ThoughtSpot
    inhouse in-person training. Took a bit to long to get the basics.
    Incentivized
    Read full review
    Online Training
    GoodData.AI
    GoodData implementation team was professional and courteous
    Read full review
    ThoughtSpot
    poor instructions
    Incentivized
    Read full review
    Implementation Rating
    GoodData.AI
    Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome
    Incentivized
    Read full review
    ThoughtSpot
    Understand use case and model and design accordingly
    Incentivized
    Read full review
    Alternatives Considered
    GoodData.AI
    GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.
    Incentivized
    Read full review
    ThoughtSpot
    We also explored Tableau Ask Data. Tableau is our standard for BI in our organization. We want to use the smallest amount of tools in our company to have the best adaption. ThoughSpot will fill a few gaps that we have with our current set up and will also enhance out offering for our employees in the transition of being more data driven within in near future
    Incentivized
    Read full review
    Scalability
    GoodData.AI
    We never had any issues with scalability, other than being limited by workspaces
    Incentivized
    Read full review
    ThoughtSpot
    Because it is very reliable, inside the situation, we need strong internet connection to access a lot of data but easily never had any downtime except during the upgrades
    Incentivized
    Read full review
    Return on Investment
    GoodData.AI
    • I personally pushed our management to get GoodData implemented, and there on we have been making much more profits than we ever did!
    • Last month we made a decision using the platform and withing a short span of time our ROI gets 7X.
    • We also made a marketing spend of $100,000 every quater using the insights and metrics, and we are really happy with the returs.
    Incentivized
    Read full review
    ThoughtSpot
    • Time to market ROI is massive vs hiring the full-time dedicated team to build and maintain a frontend multi-tenant SaaS data viz product.
    • It will be interesting to see over time how the advanced features play out in terms of usability and end value, such as Natural Search, which we are very excited about, and the machine learning tools.
    Incentivized
    Read full review
    ScreenShots

    GoodData.AI Screenshots

    Screenshot of Governed Analytics and AI, Built for ScaleScreenshot of Build and Scale Analytics with CodeScreenshot of Ground AI in Trusted Business ContextScreenshot of Automate Analytics with Assistants, Copilots, and AI WorkflowsScreenshot of Embed and Extend Analytics AnywhereScreenshot of Optimize Performance and Compute Cost

    ThoughtSpot Screenshots

    Screenshot of the ThoughtSpot home screenScreenshot of SpotIQ, which offers AI-driven insightsScreenshot of the Spotter AI agent that surfaces insights through natural language queriesScreenshot of AI Assist producing SQL in real timeScreenshot of SpotIQ, which offers AI-driven insightsScreenshot of the integration with dbt models and metrics