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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

    Sumo Logic

    Score8.9 out of 10
    N/ASumo Logic is a log management offering from the San Francisco based company of the same name.

    $3

    Per GB Logs

    Pricing
    GoodData.AISumo Logic
    Editions & Modules
    No answers on this topic
    Essentials
    $3.00
    Per GB Logs
    Enterprise
    $4.00
    Per GB Logs
    Enterprise Security
    $4.25
    Per GB Logs
    Enterprise Suite
    $4.75
    Per GB Logs
    Offerings
    Pricing Offerings
    GoodData.AISumo Logic
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    GoodData.AISumo Logic
    Considered Both Products
    GoodData.AI
    No answer on this topic
    Sumo Logic
    No answer on this topic
    Key User Insights
    Would buy again
    90%
    Would buy again
    73 Answers
    89%
    Would buy again
    8 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    70 Answers
    100%
    Delivers good value for the price
    9 Answers
    Happy with the feature set
    90%
    Happy with the feature set
    73 Answers
    89%
    Happy with the feature set
    8 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    No answers on this topic
    Implementation went as expected
    84%
    Implementation went as expected
    54 Answers
    100%
    Implementation went as expected
    6 Answers
    Features
    GoodData.AISumo Logic
    BI Standard Reporting
    Comparison of BI Standard Reporting features of GoodData.AI and Sumo Logic
    Feature
    GoodData.AI
    8.1
    74 Ratings
    12% above category average
    Sumo Logic
    -
    Ratings
    Pixel Perfect reports8.055 Ratings00 Ratings
    Customizable dashboards8.974 Ratings00 Ratings
    Report Formatting Templates7.362 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of GoodData.AI and Sumo Logic
    Feature
    GoodData.AI
    8.1
    74 Ratings
    4% above category average
    Sumo Logic
    -
    Ratings
    Drill-down analysis7.772 Ratings00 Ratings
    Formatting capabilities7.674 Ratings00 Ratings
    Report sharing and collaboration8.069 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of GoodData.AI and Sumo Logic
    Feature
    GoodData.AI
    7.9
    69 Ratings
    2% above category average
    Sumo Logic
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.067 Ratings00 Ratings
    Location Analytics / Geographic Visualization7.656 Ratings00 Ratings
    Predictive Analytics6.540 Ratings00 Ratings
    Pattern Recognition and Data Mining9.620 Ratings00 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of GoodData.AI and Sumo Logic
    Feature
    GoodData.AI
    8.0
    75 Ratings
    5% above category average
    Sumo Logic
    -
    Ratings
    Multi-User Support (named login)8.974 Ratings00 Ratings
    Role-Based Security Model8.666 Ratings00 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)8.072 Ratings00 Ratings
    Single Sign-On (SSO)6.546 Ratings00 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of GoodData.AI and Sumo Logic
    Feature
    GoodData.AI
    8.3
    51 Ratings
    14% above category average
    Sumo Logic
    -
    Ratings
    REST API8.443 Ratings00 Ratings
    Javascript API8.339 Ratings00 Ratings
    iFrames8.340 Ratings00 Ratings
    Best Alternatives
    GoodData.AISumo Logic
    Small Businesses
    Yellowfin
    Score8.6 out of 10
    No answers on this topic
    Medium-sized Companies
    Reveal
    Score10 out of 10
    IBM Security QRadar SIEM
    Score8.9 out of 10
    Enterprises
    Microsoft Power BI Embedded
    Score8 out of 10
    SolarWinds Security Event Manager (SEM)
    Score8 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GoodData.AISumo Logic
    Likelihood to Recommend
    9.2
    (102 ratings)
    9.7
    (17 ratings)
    Likelihood to Renew
    8.9
    (19 ratings)
    -
    (0 ratings)
    Usability
    9.4
    (81 ratings)
    9.0
    (5 ratings)
    Availability
    8.7
    (3 ratings)
    -
    (0 ratings)
    Performance
    8.7
    (3 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (11 ratings)
    8.7
    (6 ratings)
    In-Person Training
    9.0
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.0
    (1 ratings)
    -
    (0 ratings)
    Implementation Rating
    7.0
    (4 ratings)
    9.0
    (1 ratings)
    Configurability
    7.7
    (2 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    8.0
    (13 ratings)
    -
    (0 ratings)
    Data Sources
    8.0
    (13 ratings)
    -
    (0 ratings)
    Ease of integration
    7.3
    (4 ratings)
    -
    (0 ratings)
    Product Scalability
    9.2
    (2 ratings)
    -
    (0 ratings)
    Professional Services
    -
    (0 ratings)
    6.2
    (3 ratings)
    Vendor post-sale
    8.7
    (2 ratings)
    -
    (0 ratings)
    Vendor pre-sale
    8.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GoodData.AISumo Logic
    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
    Sumo Logic
    SumoLogic is a fantastic log aggregator and analysis tool, a fine alternative to Splunk. Searching is powerful and mostly intuitive and results come fast. If you have application logs in clusters or Kubernetes pods that lose their logs every time they're restarted, Sumo is the solution for you
    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
    Sumo Logic
    • Sumo Logic allowed for our InfoSec team to ingest logs from our CDN directly, in real-time, instead of massive compressed archives that were sent every two-hours (the only alternative at the time). Sumo Logic had an app for these logs, that allowed us to easily get an immediate payoff from the data, with canned dashboard and saved searches.
    • Sumo Logic has a fairly extensive REST API when it comes to log sources, source configurations, dashboard data, searches, etc. Their wiki for the API is usually kept up to date.
    • Sumo Logic, during the period of time I had used their product, had added the ability to configure agents via configuration files. This allowed customers to configure their endpoints, and modify the endpoints, with configuration management tools like Chef / Puppet / Salt. Beforehand, the only option was to always make changes either via the web portal or REST API.
    • The solutions engineers were extremely helpful, and easily reachable when issues would occur.
    • Users at our company found it easy to get started, working on new dashboards, scheduled searches, and alerting. The alerting worked well with our third-party paging tool.
    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
    Sumo Logic
    • I like the help center, but I think if it had more GUI tools, it could help new users.
    • Pulling out data is sometimes hard to read, (Maybe if I knew how to export data better, this would not be an issue for me).
    • I would like better know-how on how to create reports that will help our business.
    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
    Sumo Logic
    No answers on this topic
    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
    Sumo Logic
    Sumo Logic is very powerful but definitely requires some configuration work to get the most out of it. You can get a certification related to this, but it is definitely not something you can just throw together.
    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
    Sumo Logic
    No answers on this topic
    Performance
    GoodData.AI
    I'm generally impressed with how fast it reflects so much data.
    Incentivized
    Read full review
    Sumo Logic
    No answers on this topic
    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
    Sumo Logic
    I would give this rating because I attended a free Sumo Logic training at a WeWork in Chicago. I found the training very useful, and I learned a lot of features that I was not aware of before I went to the training. I like the idea that SumoLogic provides free training seminars. I am certified in level1, and I plan on certifying to level2.
    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
    Sumo Logic
    No answers on this topic
    Online Training
    GoodData.AI
    GoodData implementation team was professional and courteous
    Read full review
    Sumo Logic
    No answers on this topic
    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
    Sumo Logic
    I was satisfied with the implementation, as at the time, it was the best way to implement the product with the available feature sets in Sumo Logic. User creation and management became more of an issue during continued use, instead of it being an issue related to deploying the product in our environment.
    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
    Sumo Logic
    Sumo Logic works very well out of the gate. For a small business it has given us what we need. I worked at a larger company previously, and we produced so many logs we had to create a custom logging service to handle them all. Cost and availability are big issues when deciding between the different services, whether self maintained and hosted, or provided by another company.
    Incentivized
    Read full review
    Scalability
    GoodData.AI
    We never had any issues with scalability, other than being limited by workspaces
    Incentivized
    Read full review
    Sumo Logic
    No answers on this topic
    Professional Services
    GoodData.AI
    No answers on this topic
    Sumo Logic
    I've assisted several OneLogin customers with partner accounts to Sumo Logic. It has always been pleasant.
    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
    Sumo Logic
    • I can't think of any negative side effects other than it being SO slow sometimes, but compared to Splunk everything is slow
    • It's SO much cheaper than Splunk that the time it takes to query information is well worth it
    • In the times that we've had Sumo go down or stop logging information, we've found that we'd be absolutely lost without Sumo
    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