IBM Cognos vs Workday Prism Analytics comparison

IBM and Workday are both solutions in the BI (Business Intelligence) Tools category. IBM is ranked #7 with an average rating of 8.3, while Workday is ranked #17 with an average rating of 9.0. IBM holds a 1.3% mindshare in BIT, compared to Workday’s 1.2% mindshare. Additionally, 92% of IBM users are willing to recommend the solution, compared to 100% of Workday users who would recommend it.

IBM Cognos

Read 139 IBM Cognos reviews

5,922 Views
3,139 Comparison Views

92% willing to recommend

Workday Prism Analytics

Read 5 Workday Prism Analytics reviews

1,790 Views
1,522 Comparison Views

100% willing to recommend

IBM Cognos

Workday Prism Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

IBM Cognos and Workday Prism Analytics compete in analytics and business intelligence. IBM Cognos holds an edge with its flexibility and customization, while Workday Prism Analytics excels in integration with Workday applications, making it more appealing for Workday users despite some limitations in data source integrations.

Features: IBM Cognos provides advanced reporting, customization options, and strong integration with multiple data sources. Workday Prism Analytics offers seamless integration with Workday, simplified data management, and advanced analytics capabilities.

Room for Improvement: IBM Cognos could improve its complex deployment process and required technical resources. It may also benefit from providing faster training for users. Workday Prism Analytics could enhance its data source integration, expand its reporting capabilities, and improve user navigation options to make it more intuitive outside of the Workday environment.

Ease of Deployment and Customer Service: IBM Cognos has a complex deployment model that necessitates significant IT involvement. Workday Prism Analytics, in contrast, offers simpler deployment within Workday ecosystems, with streamlined support and training resources tailored for Workday customers.

Pricing and ROI: IBM Cognos generally involves a higher setup cost due to its robust customization capabilities, but it promises significant ROI through comprehensive analytics over time. Workday Prism Analytics offers a more affordable entry point for existing Workday customers, delivering immediate value, though its ROI strongly relies on existing Workday ecosystem use.

To learn more, read our detailed IBM Cognos vs. Workday Prism Analytics Report (Updated: February 2026).

Buyer's Guide

IBM Cognos vs. Workday Prism Analytics

February 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

IBM Cognos

Ranking in BI (Business Intelligence) Tools

7th

Average Rating

8.2

Reviews Sentiment

6.2

Number of Reviews

139

Ranking in other categories

Reporting (4th)

Workday Prism Analytics

Ranking in BI (Business Intelligence) Tools

17th

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2026, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 1.3%, down from 3.8% compared to the previous year. The mindshare of Workday Prism Analytics is 1.2%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
IBM Cognos	1.3%
Workday Prism Analytics	1.2%
Other	97.5%

BI (Business Intelligence) Tools

Featured Reviews

Rawen Lawrence

Senior Project Manager at BD

Data insights have transformed reporting speed and support faster, informed decisions

IBM Cognos makes it simple to create visually appealing products, and we are able to run about 1,000 reports on a daily basis while another 1,000 are run through the scheduler built into IBM Cognos Analytics. It offers triggering through the scheduler, which we use to confirm the completion of other processes needed to be available before the job is scheduled to run, allowing us to make data-driven decisions easily. Some of the best features that IBM Cognos offers are enterprise reporting, which enables us to create, customize, and run reports on sales trends, consumer sentiment, and many more; dashboard creation; and data exploration and analysis. We are able to use the drag and drop feature to create ad-hoc visualizations. Additionally, I find the AI-powered natural language query feature for data analysis and dashboard input to be very useful for a non-technical person to put queries around the spreadsheets data to get a quick answer. Building insights for accurate decision-making has been great. Moreover, we can 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 tasks. Of all those features, the visual graphs, predictive analytics, and data cleansing feature makes the biggest difference for my team. IBM Cognos is deployed in my organization using a hybrid cloud setup with Amazon Web Services as our cloud provider.

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Sarvesh Kumar Jha

Senior Technology Consultant at PricewaterhouseCoopers

Provides great flexibility in terms of data transformation

I really like the flexibility the solution provides in terms of data transformation. Workday introduced Prism Analytics mainly because many clients wanted to merge data from different systems and then work with it to get some insights out of it. For that, they previously used tools like Power BI. Workday Prism Analytics gives you the power to do all the data transformations within Workday itself without taking out crucial data to a third system. I really like the way Workday has enabled Prism Analytics to be that one solution where you can bring everything. It also provides you the flexibility that things like the security model of Workday are still in place. You don't have to redo your security configuration if you do the data transformation outside Workday.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The Report Studio that is aimed at professional report writers."

"Security administration tools are powerful and flexible."

"It is a stable product."

"If they want dashboarding, storytelling, and analyzing why KPIs are met or not, then Cognos is a better candidate than Qlik Sense."

"IBM Cognos is a robust governed platform with significant security features and provides excellent graphics and reporting."

"The initial setup is very straightforward."

"The initial setup was straightforward."

"Cognos' most valuable features are the bundled studios, simple UI, and advanced features like the ability to create data modules."

More IBM Cognos pros

"I really like the flexibility the solution provides in terms of data transformation."

"Feature-wise, I feel that the solution's stability is good."

"The solution is stable and reliable, with minimal issues affecting its performance."

"The product is easier to use compared to other applications."

"The customer service and support are pretty good."

Cons

"I need improvements, particularly with the Framework Manager, which has an outdated user interface from older versions like IBM Cognos 10 or 8. Additionally, the Event Studio, which offered great flexibility in previous versions, is no longer available in IBM Cognos Analytics 12. These are areas that could be improved to enhance the product."

"I rate pricing as a four, meaning it is more expensive compared to other solutions."

"I don't like that when we use Colab packages, we get less functionality. For example, you can make groups of data with Excel or with the data sets from the packages, but when you use the Colab packages directly, you can only group the data when you analyze it with Analysis Studio. I think Cognos needs to improve more on this functionality."

"Need improvement towards Visualization."

"It would be better if it is was easier to implement without extensive training for it."

"Data modeling needs to be improved. We use the ETL process, and when we get errors, we then need to identify which structural change is required. The error messaging should be better. They should be descriptive rather than semantic."

"Cognos is quite slow - it's missing the performance of the PowerPlay cubes."

"The solution seems to slow down the servers."

More IBM Cognos cons

"One area for improvement in the solution is the ability to manually update individual rows or columns of data once it has been uploaded."

"There is not much flexibility in how we can add external data within Workday Prisma Analytics."

"It is not a very scalable product."

"When you create certain objects, a lot of the time, the fields are text. They’re not numeric, date, or any other field type"

"The visualization techniques must be upgraded."

Pricing and Cost Advice

"There is some additional licensing that we needed to purchase because we were touching data outside of our core data platform. The cost was approximately $25,000 for the additional licenses, which were approximate 45 licenses. For the application itself, updates, and the core platform it was approximately $50,000. Giving a total cost of $75,000 annually for our usage of IBM Cognos."

"Pricing should be improved."

"It is my understanding that the cost is very low. It's not very expensive."

"The pricing and licensing policies are comparatively cheaper than other products in the market ."

"It is quite pricy. I think Microsoft BI is cheaper. Tableau might also be cheaper, but it also depends on the usage. If you have very many users, Cognos can be a problem. It could be cheaper than Tableau but not for so many users. If you have a few thousand users, Tableau, which is generally quite expensive, can be cheaper than Cognos."

"IBM Cognos offers competitive pricing similar to other BI vendors in the market."

"The solution is affordable."

"I rate the product price as four or five on a scale from one to ten, where one is a low price, and ten is a high price."

More IBM Cognos pricing and cost advice

"I do not know of the licensing cost, but there are additional costs like 5,00,000 for recruitment modules."

"The solution is very expensive."

"Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool."

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Comparison Review

it_user79932

Senior Manager - BI Head with 5,001-10,000 employees

Feb 4, 2015

Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho

1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

14%

Insurance Company

10%

Manufacturing Company

Government

Financial Services Firm

11%

Healthcare Company

Manufacturing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	34
Midsize Enterprise	23
Large Enterprise	90

No data available

Questions from the Community

Seeking lightweight open source BI software

It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik Sense, Power BI, OBIEE, Tableau, etc. I have recently started using Cognos Enter...

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What do you like most about IBM Cognos?

The solution's most valuable feature is its ease of use, which makes it easily compatible with other tools.

See all answers

What needs improvement with IBM Cognos?

One area where IBM Cognos can be improved is that customer service sometimes is not very responsive, and I would love to see the user interface improved, especially to look somehow updated. In addi...

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What is your experience regarding pricing and costs for Workday Prism Analytics?

Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool. In fact, that has been one of the hindrance factors for Workday in making Prism Analytics more sellable.

See all answers

What needs improvement with Workday Prism Analytics?

I think there are still some gaps in the solution. There is not much flexibility in how we can add external data within Workday Prisma Analytics. For now, Workday has enabled the SFTP server and Am...

See all answers

What is your primary use case for Workday Prism Analytics?

As a consultant, I use Prism Analytics to implement my client systems. I first have design sessions with them, where we discuss their business gaps and then understand how Workday Prism Analytics c...

See all answers

Comparisons

Microsoft Power BI vs IBM Cognos

Compared 11% of the time

Tableau Enterprise vs IBM Cognos

Compared 8% of the time

SAP BusinessObjects Business Intelligence Platform vs IBM Cognos

Compared 6% of the time

Oracle Hyperion vs IBM Cognos

Compared 5% of the time

SQL Server vs IBM Cognos

Compared 4% of the time

More IBM Cognos Competitors

Microsoft Power BI vs Workday Prism Analytics

Compared 35% of the time

Tableau Enterprise vs Workday Prism Analytics

Compared 16% of the time

Databricks vs Workday Prism Analytics

Compared 10% of the time

Oracle OBIEE vs Workday Prism Analytics

Compared 6% of the time

Oracle Essbase vs Workday Prism Analytics

Compared 4% of the time

More Workday Prism Analytics Competitors

Product Reports

Buyer's Guide

IBM Cognos

February 2026

Download IBM Cognos product report

Buyer's Guide

BI (Business Intelligence) Tools

February 2026

Download Workday Prism Analytics product report

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics

Prism Analytics

Overview

IBM Cognos Business Intelligence provides a wide range of tools to help you analyze your organization's data. IBM Cognos BI allows businesses to monitor events and metrics, create and view business reports, and analyze data to help them make effective business decisions.

IBM Cognos applies techniques to describe, summarize, and compare data, and draw conclusions. This allows users to see trends and discover anomalies or variances that may not be evident by simply reading data. Data sources that contain information from different areas of a business can be stored in separate packages. Users can see only information that they have been granted access to, based on their group or role.

IBM Cognos BI consolidates the following business intelligence functions into a single web-based solution:

IBM Cognos Insight: Create personal and managed workspaces for data analysis. Using these interactive workspaces, you can share insight results with managers. Cognos Insight supports write-back, and you can also use these workspaces to capture and integrate management goals, commitments, and forecasts.
IBM Cognos Workspace: With IBM Cognos Workspace, you can create rich, interactive workspaces using IBM Cognos content as well as data from external sources. You can view and open your favorite workspaces and reports, edit content in your workspaces, and share your workspaces via email.
IBM Cognos Analytics: IBM Cognos Analytics utilizes built-in AI and intuitive searches which helps users to quickly create the visualizations and a wide range of reports. Cognos Analytics provides cognitive and managed self-service, enabling you to gain insights from controlled and trusted data.
IBM Cognos Report Studio and IBM Cognos Query Studio: Easily create structured and query reports. IBM Cognos allows users to create application and report templates. In addition, report authors can reuse report objects to apply filters, fields, and styles to reports. Users can set the language of the user interface and report content according to the user's native language.
IBM Cognos Event Studio: Receive notifications of events that occur within your organization in real time. Event Studio enables the creation of agents that detect the occurrence of business events, failures, or anomalies, based on the change of specific events or data conditions. Notification can be sent via email, publication in the portal, or by triggering reports.
IBM Cognos Connection: This is the Web portal for IBM Cognos BI and is the central area for accessing all the IBM Cognos functions. In the web portal, users can schedule and distribute reports, create tasks, administer the server and the access permissions, and more.

Reviews from Real Users

IBM Cognos stands out among its competitors for a number of reasons. Two major ones are its powerful analysis tool and its reporting capabilities.

Prasad B., a senior software engineer at a financial services firm, notes, “The product is a very good reporting tool and is very flexible. It allows for the users to get a scheduled report. We can receive automated reports as well. They are easy to schedule on a weekly or monthly basis. It is very fast. I mean in means of report output, it's very fast compared to the actual clients involved.”

IBM

With Workday Prism Analytics, you can bring data in at scale from any source and prepare, analyze, and securely share it with your organization. The result? You gain all the insights you need to drive better business outcomes.

Workday

Sample Customers

More than 23,000 leading organizations across multiple industries use Cognos. Some examples of Cognos customers include BMW Financial Services, Quinte Health Care, Troy Corporation, Michigan State University, and GKN Land System.

Denny's

Buyer's Guide

IBM Cognos vs. Workday Prism Analytics

February 2026

Free Report: IBM Cognos vs. Workday Prism Analytics

Find out what your peers are saying about IBM Cognos vs. Workday Prism Analytics and other solutions. Updated: February 2026.

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