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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM Cognos Analytics

    Score7.7 out of 10
    N/AIBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.

    $11.25

    per month per user

    Tableau Desktop

    Score8.6 out of 10
    N/ATableau Desktop is a data visualization product from Tableau. It connects to a variety of data sources for combining disparate data sources without coding. It provides tools for discovering patterns and insights, data calculations, forecasts, and statistical summaries and visual storytelling.

    $1,380

    per year (purchased via a Creator license)

    Pricing
    IBM Cognos AnalyticsTableau Desktop
    Editions & Modules
    On Demand - Standard
    USD 11.25
    per month per user
    On Demand - Premium
    USD 44.90
    per month per user
    Tableau Creator License
    $115
    per month (billed annually) per user
    Offerings
    Pricing Offerings
    IBM Cognos AnalyticsTableau Desktop
    Free Trial
    YesNo
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalNo setup fee
    Additional DetailsAll pricing plans are billed annually. A Creator license includes Tableau Desktop, Tableau Prep Builder, and Tableau Pulse. Discounts sometimes available for volume.
    More Pricing Information
    Community Pulse
    IBM Cognos AnalyticsTableau Desktop
    Considered Both Products
    IBM
    Chose IBM Cognos Analytics
    Since we have previously used Salesforce, Tableau and Qlik Sense. I find each platform has it own strengths and weaknesses. Tableau is very intuitive and flexible, Qlik is very strong with ease of development. But IBM Cognos Analytics stands out in structured org level …
    Incentivized
    Chose IBM Cognos Analytics
    Power BI is stronger for quick ad-hoc analysis and dashboards, but IBM Cognos Analytics is better when consistency, precision, and mass distribution matter. Tableau is best for interactive analysis, while IBM Cognos Analytics is better for standardized, repeatable enterprise …
    Incentivized
    Chose IBM Cognos Analytics
    Compared to other tools like Power BI, Tableau, and Google studio, IBM Cognos Analytics is better for the companies who looks strong control on detailed reports. Power BI and Tableau are easy to use and good for quick presentation, but Cognos has more options for security, such …
    Incentivized
    Chose IBM Cognos Analytics
    Tableau, Power BI, QlikView were the other options considered. Tableau lacked the following key components of business intelligence and analytics. Some other statistical functions that are available on the platform were not matched by Power BI. QlikView lacked robust …
    Incentivized
    Chose IBM Cognos Analytics
    Cognos provides very advanced analytics functionalities, maybe even more advanced than the competition, and works great when used in collaboration with Watson. However, Tableau and other newer products are much better regarding overall usability.
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos Analytics is a relatively late entrant in the BI space - dominated by Tableau and Qlik. it works well for 80% of our use cases and is easy for a non technical user to start using. Also due to enterprise licensing, its easier to distribute internally.
    Incentivized
    Chose IBM Cognos Analytics
    We have alot of resources already invested in Cognos and it would be a humongous effort to migrate. CA is more inline with Power BI and Tableau now that there are dashboarding capabilities.
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos Analytics with Watson is an enterprise ready tool and could provide end to end functionality expected from a BI tool. Provides integration with custom applications as well as provides not just high end visualizations that Tableau or PowerBI provides but also the very …
    Incentivized
    Chose IBM Cognos Analytics
    We selected IBM Cognos because it has all of the features our organization needs for reporting. There are multiple report and dashboard options. Security and scheduling options are good. Tableau does not have good tools for advanced reporting besides dashboards. Power BI does …
    Incentivized
    Chose IBM Cognos Analytics
    I think IBM Cognos Analytics is better than others I have used.
    Incentivized
    Chose IBM Cognos Analytics
    We selected IBM Cognos Analytics based on the following. The scalable and robust features for large organizations allowing it to grow as we do. The nest feature is the strong data governance and security features. It also supports a wide variety of data sources. Lastly, it …
    Incentivized
    Chose IBM Cognos Analytics
    It was due to trust in IBM. Very good support provide by IBM. Response time is pretty good
    Product is proven in past & well robust feature
    Many good enterprises have used this product
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos Analytics is our legacy BI solution. It hadn't stacked up well against its modern contemporaries. We are thinking of replacing it with Microsoft BI.
    Incentivized
    Chose IBM Cognos Analytics
    We looked at Qlik Sense, SAP Analytics Cloud, and IBM Cognos Analytics for our financial brand's needs. Qlik Sense is super user-friendly, great for quick data digging. SAP Analytics is perfect when we're working with other SAP stuff; it just clicks. But for our big project, …
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos has a lot more deep, robust, AI-driven Business Intelligence features that remove some of the manual work. Automation is a lot more seamless and ease of making data available and digestible by several non-technical business partners.
    Incentivized
    Chose IBM Cognos Analytics
    Cognos Analytics provides wide range for reporting, data visualization, and self service analytics. Cognos has strong security and governance features. Sigma Computing is purely cloud native approach and has spreadsheet like interface and doesn't provide many customization …
    Incentivized
    Chose IBM Cognos Analytics
    While all of them have their own advantages. IBM Cognos Analytics is highly scalable and have unmatched data analytics capabilities which makes the data from IBM Cognos Analytics of very high quality and data governance also makes sure your data is safe and protected.
    Incentivized
    Chose IBM Cognos Analytics
    They are better in Dashboarding and performance analysis.
    Incentivized
    Chose IBM Cognos Analytics
    We could deliver a corporate wide solution with Cognos, it is an end-to-end platform. No other option provided the same breadth of scope. I can't think of a feature that the others provide that Cognos lacks, but the others do not provide the same features and governance of …
    Incentivized
    Chose IBM Cognos Analytics
    No need to physically share data with developers, users. All we need is to send the server URL.
    Incentivized
    Chose IBM Cognos Analytics
    This is a BI solution that has versatile and robust capabilities, offers a customized experience and a very easy to use interface.
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos Analytics can handle larger datasets easily and has better performance than other BI tools.
    Incentivized
    Chose IBM Cognos Analytics
    They are powerful tools, they are used to handle a large amount of data, create different and complex visualizations. They make it easy for users to run queries using natural language and get automatic feedback on the information. They are powerful, intuitive and allow users of …
    Incentivized
    Chose IBM Cognos Analytics
    IBM Cognos Analytics is the only product that provides pixel-perfect reports right out of the box. You do not need third-party tools to implement it. Secondly, other tools require you to create a relation between the tables if you are going to use them in the report. Only in …
    Incentivized
    Tableau
    Chose Tableau Desktop
    The following BI and Data Analytics software were being used in our organization: PowerBI, Cognos, and TIBCO Spotfire. Pricing is one of the key factors for our department to choose Tableau Desktop above these products. The ROI of Tableau Desktop is better than the others based …
    Incentivized
    Chose Tableau Desktop
    Tableau Desktop is the most user-friendly and actionable application we have used in comparison to others. It has the best API connection potential along with easy start-up. They seem to always be updating the platform to solve newer problems which help keep my company up to …
    Incentivized
    Chose Tableau Desktop
    Tableau offers many more tools and features compared to Power BI. The ability to use third-party development languages such as R has been extremely useful in our organization. Other tools such as Power BI can be fast to learn and create simple graphs, but they lack some of the …
    Incentivized
    Chose Tableau Desktop
    Tableau Desktop allows for a lot more customisation then the other products which are more targeted at being easier to use. Tableau is also easy to use for standard analytics and dashboards, but allows advanced users to create more powerful data driven dashboards through its …
    Incentivized
    Chose Tableau Desktop
    More robust graphics and charting capabilities Interactive - easily change and customize parameters.
    Incentivized
    Chose Tableau Desktop
    Tableau is next generation tool where other two are old traditional BI tools
    Other tools are very slow and difficult to use, and required lot of technical expertise to use them.
    Tableau's look and feel is much nicer than those two.
    Incentivized
    Chose Tableau Desktop
    Tableau is strong at visualization but less strong at data discovery where I find Qlik Sense, SAS, SPSS are stronger.
    Incentivized
    Chose Tableau Desktop
    • Good drill down capabilities
    • Intuitive and friendly GUI
    • Less dependency on IT
    Incentivized
    Chose Tableau Desktop
    Tableau has a little less learning curve for developers but this is because fewer functions and customization options are available vs. Spotfire. Spotfire is a much more scalable solution, works many times faster with huge databases with over millions of rows. We selected …
    Incentivized
    Chose Tableau Desktop
    My current work environment uses both Tableau Online, MicroStrategy & SSRS in parallel. Tableau is much closer to the SSRS in terms of visualization tool where as MicroStrategy is an enterprise data modeling and reporting tool.

    Based on the use case we use different tools. Here …
    Incentivized
    Chose Tableau Desktop
    Tableau Desktop is better than any of its competitors as it is cost effective and user friendly.
    Incentivized
    Chose Tableau Desktop
    IBM Cognos Active report, Qlik
    Incentivized
    Chose Tableau Desktop
    I will choose Tableau every time over Cognos because I can do everything myself. I'm not required to go to IT and have them build an ETL process to populate an inflexible cube of data that I then can build a report off of. I have the ability to connect right to the …
    Incentivized
    Chose Tableau Desktop
    QlikView, Cognos, Oracle Business Intelligence Enterprise Edition (OBIEE)
    Key User Insights
    Would buy again
    97%
    Would buy again
    92 Answers
    93%
    Would buy again
    52 Answers
    Delivers good value for the price
    94%
    Delivers good value for the price
    79 Answers
    91%
    Delivers good value for the price
    50 Answers
    Happy with the feature set
    96%
    Happy with the feature set
    91 Answers
    98%
    Happy with the feature set
    55 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    93%
    Lived up to sales and marketing promises
    38 Answers
    Implementation went as expected
    96%
    Implementation went as expected
    64 Answers
    100%
    Implementation went as expected
    44 Answers
    Features
    IBM Cognos AnalyticsTableau Desktop
    BI Standard Reporting
    Comparison of BI Standard Reporting features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    7.7
    138 Ratings
    6% below category average
    Tableau Desktop
    8.5
    175 Ratings
    4% above category average
    Pixel Perfect reports7.6129 Ratings8.0145 Ratings
    Customizable dashboards8.0136 Ratings9.2174 Ratings
    Report Formatting Templates7.5131 Ratings8.1151 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    7.9
    138 Ratings
    2% below category average
    Tableau Desktop
    8.5
    172 Ratings
    6% above category average
    Drill-down analysis7.4136 Ratings8.6167 Ratings
    Formatting capabilities8.3139 Ratings8.5170 Ratings
    Integration with R or other statistical packages7.397 Ratings8.1126 Ratings
    Report sharing and collaboration8.6133 Ratings8.6165 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    9.2
    136 Ratings
    11% above category average
    Tableau Desktop
    8.5
    166 Ratings
    3% above category average
    Publish to Web9.836 Ratings8.1155 Ratings
    Publish to PDF8.2132 Ratings8.2154 Ratings
    Report Versioning9.833 Ratings8.6120 Ratings
    Report Delivery Scheduling8.2134 Ratings8.6128 Ratings
    Delivery to Remote Servers9.918 Ratings8.978 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    7.4
    124 Ratings
    8% below category average
    Tableau Desktop
    8.4
    164 Ratings
    5% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)7.9121 Ratings8.6162 Ratings
    Location Analytics / Geographic Visualization8.0114 Ratings8.6156 Ratings
    Predictive Analytics6.7110 Ratings8.7131 Ratings
    Pattern Recognition and Data Mining6.947 Ratings7.77 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    7.8
    130 Ratings
    8% below category average
    Tableau Desktop
    9.1
    149 Ratings
    7% above category average
    Multi-User Support (named login)7.5129 Ratings9.1145 Ratings
    Role-Based Security Model7.5127 Ratings9.1125 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)7.4127 Ratings8.9136 Ratings
    Report-Level Access Control8.257 Ratings9.110 Ratings
    Single Sign-On (SSO)8.6111 Ratings9.383 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    6.4
    109 Ratings
    19% below category average
    Tableau Desktop
    7.9
    141 Ratings
    2% above category average
    Responsive Design for Web Access6.8104 Ratings8.6130 Ratings
    Mobile Application6.390 Ratings7.5101 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile6.696 Ratings7.5122 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of IBM Cognos Analytics and Tableau Desktop
    Feature
    IBM Cognos Analytics
    9.2
    87 Ratings
    17% above category average
    Tableau Desktop
    7.7
    67 Ratings
    1% below category average
    REST API7.683 Ratings8.459 Ratings
    Javascript API7.779 Ratings7.653 Ratings
    iFrames9.912 Ratings6.751 Ratings
    Java API10.013 Ratings8.048 Ratings
    Themeable User Interface (UI)9.915 Ratings7.154 Ratings
    Customizable Platform (Open Source)9.99 Ratings8.448 Ratings
    Best Alternatives
    IBM Cognos AnalyticsTableau Desktop
    Small Businesses
    Cyfe
    Score4 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    Qlik Cloud Analytics (Qlik Sense)
    Score8.2 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.2 out of 10
    Enterprises
    Jaspersoft Community Edition
    Score7 out of 10
    Jaspersoft Community Edition
    Score7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM Cognos AnalyticsTableau Desktop
    Likelihood to Recommend
    7.9
    (158 ratings)
    9.1
    (204 ratings)
    Likelihood to Renew
    8.4
    (31 ratings)
    7.5
    (41 ratings)
    Usability
    7.3
    (10 ratings)
    8.4
    (73 ratings)
    Availability
    8.6
    (4 ratings)
    10.0
    (11 ratings)
    Performance
    9.0
    (5 ratings)
    8.0
    (10 ratings)
    Support Rating
    1.0
    (9 ratings)
    1.0
    (57 ratings)
    In-Person Training
    8.7
    (4 ratings)
    9.4
    (4 ratings)
    Online Training
    8.0
    (4 ratings)
    8.0
    (5 ratings)
    Implementation Rating
    7.0
    (7 ratings)
    8.0
    (34 ratings)
    Configurability
    7.0
    (3 ratings)
    7.0
    (3 ratings)
    Data Sharing and Collaboration
    8.6
    (40 ratings)
    8.4
    (115 ratings)
    Data Sources
    8.3
    (40 ratings)
    7.9
    (115 ratings)
    Ease of integration
    5.5
    (6 ratings)
    10.0
    (1 ratings)
    Product Scalability
    6.3
    (5 ratings)
    9.0
    (4 ratings)
    Vendor post-sale
    7.0
    (1 ratings)
    10.0
    (1 ratings)
    Vendor pre-sale
    7.0
    (1 ratings)
    10.0
    (1 ratings)
    User Testimonials
    IBM Cognos AnalyticsTableau Desktop
    Likelihood to Recommend
    IBM
    For Transaction monitoring, we build reports for executive management, providing insights into the number of alerts, the types or categories of detection scenarios, the risk profile, and a snapshot of high- or urgent-priority cases to be reported to AUSTRAC. Congos helps to build the report by ingesting alert data exported from SAS datasets. It joins with other data from Teradata and Customer Hub (Oracle).
    Incentivized
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    Tableau
    The best scenario is definitely to collect data from several sources and create dedicated dashboards for specific recipients. However, I miss the possibility of explaining these reports in more detail. Sometimes, we order a report, and after half a year, we don't remember the meaning of some data (I know it's our fault as an organization, but the tool could force better practices).
    Incentivized
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    Pros
    IBM
    • Enterprise reporting - Create, customise, and run reports on sales trends, consumer sentiment, etc.
    • Dashboard creation and data exploration & analysis - Using drag and drop feature to create ad-hoc visualisation. Additionally, using AI powered natural language query feature for data analysis and dashboard input (formation of pie, bar, line charts). It's useful for no-technical person to put queries around the spreadsheet data to get quick answers.
    • Building insights for accurate decision making - Package reports with data backed insights for stakeholders in pdf, and Excel format to support business ad-hoc cases, forecasting and strategic recommendations on relevant asks.
    Incentivized
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    Tableau
    • An excellent tool for data visualization, it presents information in an appealing visual format—an exceptional platform for storing and analyzing data in any size organization.
    • Through interactive parameters, it enables real-time interaction with the user and is easy to learn and get support from the community.
    Incentivized
    Read full review
    Cons
    IBM
    • IBM Cognos Analytics enables customer data segmentation, which is essential for marketing, improving and streamlining purchasing behavior and preferences. This helps companies create more targeted and effective marketing campaigns.
    • Our clients Through data analysis, we can identify and observe trends in the behavior of other clients, allowing us to anticipate needs and adjust strategies to avoid consequences.
    Incentivized
    Read full review
    Tableau
    • Pricing should be more user-friendly and usage-driven
    • Making edits to the production reports is fairly tough and has a vast scope of additional capabilities
    • Tableau Desktop should be able to differentiate itself from the Tableau server else there is no major meaning of two different products being offered
    Read full review
    Likelihood to Renew
    IBM
    For an existing solution, renewing licenses does provide a good return on investment. Additionally, while rolling out scorecards and dashboards with little adhoc capabilities, to end users, cognos is very easily scalable. It also allows to create a solution that has a mix of OLAP and relational data-sources, which is a limitation with other tools. Synchronizing with existing security setup is easy too.
    Read full review
    Tableau
    Our use of Tableau Desktop is still fairly low, and will continue over time. The only real concern is around cost of the licenses, and I have mentioned this to Tableau and fully expect the development of more sensible models for our industry. This will remove any impediment to expansion of our use.
    Incentivized
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    Usability
    IBM
    We have a strong user base (3500 users) that are highly utilizing this tool. Basic users are able to consume content within the applied security model. We have a set of advanced users that really push the limits of Cognos with Report and Query Studio. These users have created a lot of personal content and stored it in 'My Reports'. Users enjoy this flexibility.
    Read full review
    Tableau
    Tableau Desktop has proven to be a lifesaver in many situations. Once we've completed the initial setup, it's simple to use. It has all of the features we need to quickly and efficiently synthesize our data. Tableau Desktop has advanced capabilities to improve our company's data structure and enable self-service for our employees.
    Read full review
    Reliability and Availability
    IBM
    Reports can typically be viewed through any browser that can access the server, so the availability is ultimately up to what the company utilizing it is comfortable with allowing, though report development tends to be more picky about browsers and settings as mentioned above. It also has an optional iPad app and general mobile browsing support, but dashboards lack the mobile compatibility. What keeps it from getting a higher score is the desktop tools that are vital to the development process. The compatibility with only Windows when the server has a wide range of compatibility can be a real sore point for a company that outfits its employees exclusively with Mac or Linux machines. Of course, if they are planning on outsourcing the development anyways, it's a rather moot point
    Read full review
    Tableau
    When used as a stand-alone tool, Tableau Desktop has unlimited uptime, which is always nice. When used in conjunction with Tableau Server, this tool has as much uptime as your server admins are willing to give it. All in all, I've never had an issue with Tableau's availability.
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    Performance
    IBM
    Overall no major complaints but it doesn't handle DMR (Dimensionally Modeled for Relational) very well. DMR modelling is a capability that IBM Cognos Framework Manager provides allowing you to specify dimensional information for relational metadata and allows for OLAP-style queries. However, the capability is not very efficient and, for example, if I'm using only 2 columns on a 20-column model, the software is not smart enough to exclude 18 columns and the query side gets progressively larger and larger until it's effectively unusable.
    Read full review
    Tableau
    Tableau Desktop's performance is solid. You can really dig into a large dataset in the form of a spreadsheet, and it exhibits similarly good performance when accessing a moderately sized Oracle database. I noticed that with Tableau Desktop 9.3, the performance using a spreadsheet started to slow around 75K rows by about 60 columns. This was easily remedied by creating an extract and pushing it to Tableau Server, where performance went to lightning fast
    Incentivized
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    Support Rating
    IBM
    Why is their web application not working as fast as you think it should? They never know, and it is always a a bunch of shots in the dark to find out. Trying to download software from them is like trying to find a book at the library before computers were invented.
    Incentivized
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    Tableau
    Tableau support has been extremely responsive and willing to help with all of our requests. They have assisted with creating advanced analysis and many different types of custom icons, data formatting, formulas, and actions embedded into graphs. Tableau offers a weekly presentation of features and assists with internal company projects.
    Incentivized
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    In-Person Training
    IBM
    Onsite training provided by IBM Cognos was effective and as expected. They did not perform training with our data which was a bit difficult for our end-users.
    Read full review
    Tableau
    It is admittedly hard to train a group of people with disparate levels of ability coming in, but the software is so easy to use that this is not a huge problem; anyone who can follow simple instructions can catch up pretty quickly.
    Read full review
    Online Training
    IBM
    The online courses they offer are thorough and presented in such a way that someone who isn't already familiar with the general design methodologies used in this field will be capable of making a good design. The training environments are provided as a fully self contained virtual machine with everything needed already to create the environments. We've had some persisting issues with the environments becoming unavailable, but support has been responsive when these issues arise and straightening them out for us
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    Tableau
    I think the training was good overall, but it was maybe stating the obvious things that a tech savvy young engineer would be able to pick up themselves too. However, the example work books were good and Tableau web community has helped me with many problems
    Incentivized
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    Implementation Rating
    IBM
    Make sure that any custom tables that you have, are built into your metadata packages. You can still access them via SQL queries in Cognos, but it is much easier to have them as a part of the available metadata packages.
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    Tableau
    Again, training is the key and the company provides a lot of example videos that will help users discover use cases that will greatly assist their creation of original visualizations. As with any new software tool, productivity will decline for a period. In the case of Tableau, the decline period is short and the later gains are well worth it.
    Incentivized
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    Alternatives Considered
    IBM
    Power BI is stronger for quick ad-hoc analysis and dashboards, but IBM Cognos Analytics is better when consistency, precision, and mass distribution matter. Tableau is best for interactive analysis, while IBM Cognos Analytics is better for standardized, repeatable enterprise reporting. Sigma shines for customizable dashboards and drill-down analysis while IBM Cognos Analytics holds an edge in data discovery and visualization.
    Incentivized
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    Tableau
    I have used Power BI as well, the pricing is better, and also training costs or certifications are not that high. Since there is python integration in Power BI where I can use data cleaning and visualizing libraries and also some machine learning models. I can import my python scripts and create a visualization on processed data.
    Incentivized
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    Scalability
    IBM
    We rate IBM Cognos Analytics a 9 out of 10 for overall scalability. The platform handles large numbers of users, reports, and analytical workloads very reliably. We have experienced strong performance even in demanding enterprise environments with substantial data volumes. Its architecture provides sufficient flexibility to scale resources according to demand, making it well suited for large, business-critical deployments.
    Incentivized
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    Tableau
    Tableau Desktop's scaleability is really limited to the scale of your back-end data systems. If you want to pull down an extract and work quickly in-memory, in my application it scaled to a few tens of millions of rows using the in-memory engine. But it's really only limited by your back-end data store if you have or are willing to invest in an optimized SQL store or purpose-built query engine like Veritca or Netezza or something similar.
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    Return on Investment
    IBM
    • The platform can be pretty pricey.
    • Convoluted contracts and they fine you for any breach during audits.
    • Things are changed between releases without any warning and break.
    • It is second to none at being able to customize list and crosstab type reports.
    • You can easily set up a report to be emailed out every day and even have it export the report to a shared folder.
    • On-prem environments can be scaled up pretty much as much as you would like.
    Incentivized
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    Tableau
    • Tableau was acquired years ago, and has provided good value with the content created.
    • Ongoing maintenance costs for the platform, both to maintain desktop and server licensing has made the continuing value questionable when compared to other offerings in the marketplace.
    • Users have largely been satisfied with the content, but not with the overall performance. This is due to a combination of factors including the performance of the Tableau engines as well as development deficiencies.
    Incentivized
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    ScreenShots

    IBM Cognos Analytics Screenshots

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