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IBM Cognos vs Oracle Analytics Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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
6.3
Number of Reviews
138
Ranking in other categories
Reporting (4th)
Oracle Analytics Cloud
Ranking in BI (Business Intelligence) Tools
15th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
27
Ranking in other categories
Data Visualization (11th)
 

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 Oracle Analytics Cloud is 1.2%, down from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
IBM Cognos1.3%
Oracle Analytics Cloud1.2%
Other97.5%
BI (Business Intelligence) Tools
 

Featured Reviews

Christine Wanjiru - PeerSpot reviewer
Sr. Project Manager at GlaxoSmithKline
Reporting workflows have become faster and data-driven decisions are made confidently
The best features IBM Cognos offers include seamless data integration, AI-powered insights, and user-friendly dashboards that really make my job easier. The AI-powered insights help me automatically identify patterns and insights where they enhance analysis depth effortlessly, and this feature has been very instrumental in uncovering variable insights that might have otherwise gone unnoticed. When it comes to seamless data integration, I love the seamless and efficient data integration capability of IBM Cognos Analytics, where it allows us easy merging of data from various sources such as customer feedback and sales figures. The smooth integration process streamlines workflow efficiency and enhances overall data management practice. I also really love the user-friendly and intuitive dashboards where IBM Cognos Analytics enables quick creation of custom dashboards and an easy understanding of visual data presentation, allowing us to identify trends at a glance and enhance our analytical capabilities. IBM Cognos has positively impacted my organization since implementing this tool, as it has been very helpful with a particularly strong data analysis capability that helps us in business planning. Its strong data analysis capability helps us for business planning, and the great reporting capacity helps update all the leadership management about the business in one report. Auto-scheduling and report generation is a good feature that saves a significant amount of time. Specific outcomes that show how IBM Cognos has helped my organization include saving time, as we have been able to save forty to fifty percent of our time with its auto-scheduling and report generation functionality.
Vaclav-Biba - PeerSpot reviewer
BI/DW Consultant at Neit Consulting
Enhanced analytics through metadata-driven reporting with enterprise-level visualizations enables competitive advantage
In my opinion, what can be better in Oracle Analytics Cloud these days is primarily about pricing. I am from the Czech Republic, which is our main market. The situation here in the Czech Republic is that Power BI rules the world. There are two main reasons for this. First, speaking about the Czech Republic specifically, and second, the Power BI pricing model appears cheaper compared to Oracle Analytics Cloud. The pricing model in Microsoft is more straightforward. With Oracle, you have the data visualization and enterprise lines, and to put it simply, both appear as more expensive options for customers trying to get oriented in the segment.

Quotes from Members

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

Pros

"The comprehensiveness or broadness of the software functions or business intelligence functions that it provides is valuable. It is also quite easy to use and user-friendly."
"The tool can join data from different sources, write back to databases, generate alerts, and be customized to our preferences. It's an enterprise BI tool that's more powerful than just visualization tools like Power BI or Tableau."
"Even while a user is using a cube for reporting, there will not be a situation as ' Cube file locked; unable to build or deploy'."
"The solution's most valuable feature is its ease of use, which makes it easily compatible with other tools."
"Cognos' most valuable features are the bundled studios, simple UI, and advanced features like the ability to create data modules."
"The most valuable features of IBM Cognos are governance and enterprise reporting."
"This solution allows you to input a wide range of file formats."
"The correlation analysis is excellent. It's one of the best that I have used to date."
"The specific capability I find important in Oracle Analytics Cloud is that it allows the basic user to easily drag and drop data. I also like that the solution allows the user to decide what to measure and what to see in the reports."
"It's really an enterprise solution. It has a dashboard, like standard dashboarding functionality. It also has reporting capabilities for producing pixel-perfect reports, bursting large volumes of a document if you need to. It has interactive data discovery functionality, which you would use to explore your data, bring your own data, and merge it with maybe the data from an enterprise data warehouse to get new insights from the pre-existing data. It has machine learning embedded in the solution. If you're new to machine learning, it's a really good way to get into it, because it's all within this platform, and it's really easy to use."
"Mobility is the most valuable feature for us. All employees can access it from anywhere. It is a big advantage for us."
"I've discovered that the new layout of this product makes Docker sharing, machine learning support, and data backups more efficient. Unlike the older method of linking physical, pre-logical, and presentation layers separately, the new interface simplifies this process. Additionally, the integration of databases and machine learning is seamless, with the new visualization approach being particularly beautiful and highly beneficial."
"The features that I find to be the most valuable are the BAS (Business Analytics), the Narrate feature, and the auto-visualization."
"The AI/ML enablement is useful, as many reporting tools do not offer machine learning models as of now, without writing customized code."
"Data preparation is fantastic and fast. We were able to use multiple data sources and prepare the data quickly."
"It's great for consolidation and creating one source of truth."
 

Cons

"There are some problems with how Cognos handles huge data sets and when connecting with multiple sources and searching the data."
"Cognos is quite slow - it's missing the performance of the PowerPlay cubes."
"The solution seems to slow down the servers."
"This product could use improvement in terms of usability for those with less technical know how."
"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 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."
"We are generally satisfied, but I am not certain if IBM Cognos meets every feature request from users since we only provide IBM Cognos as our standard and do not maintain infrastructure for other tools."
"It could have more options for themes."
"One of the major issues is that Oracle Analytics Cloud is not user-friendly, requiring skilled people with proper certifications to work with it successfully."
"When we have, for example, a table with low performance, we have several issues with drawing some graphics in the Oracle cloud."
"One area of improvement is associated with more connectors needing to be added such as Microsoft OneDrive, Teradata and a few others. I think the list is limited to the top ones now."
"When you implement the product on a small scale, it doesn't generate any ROI."
"It is less scalable than Snowflake."
"Analytics Cloud allows you to merge various data types and structure data from multiple sources."
"The implementation of generative AI and machine learning should improve"
"Its machine learning and visualization capabilities can be improved. There should be more visualization options."
 

Pricing and Cost Advice

"IBM Cognos price is on the higher side of the spectrum. However, with the features that it brings, such as correlation analysis, it's worth the money. They should look at the pricing more clearly because it's a little on the higher side."
"My company uses IBM Cognos with another IBM product, so I think only one license is used."
"The licensing costs are a little bit higher for IBM Cognos. I don't think there is any additional cost apart from the licensing charges."
"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."
"On a scale from one to ten where one is low pricing and ten is high pricing, I would rate this solution at eight."
"There is need to assess the purchase license accordingly so as to avoid audit penalties."
"I don't know the exact cost, but I believe Cognos is quite expensive, especially when it comes to the support consultants and the procedures that need to be applied."
"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."
"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."
"I would rate it a five out of five in terms of the value received for the price charge."
"It is an expensive platform."
"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."
"A highly cost-effective solution"
"I don't know the exact cost, but its pricing was good. Its pricing was competitive. I would rate it a three out of five in terms of pricing."
"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."
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Comparison Review

it_user79932 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
Financial Services Firm
13%
Insurance Company
10%
Manufacturing Company
9%
Computer Software Company
7%
Government
14%
Financial Services Firm
9%
Manufacturing Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business34
Midsize Enterprise23
Large Enterprise88
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise7
Large Enterprise11
 

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...
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.
What needs improvement with IBM Cognos?
Since IBM Cognos is a futuristic platform with many robust features, it takes time to grasp all the features and how they work, so there is a learning curve. The more I use this platform, the more ...
Which Oracle product is better - OBIEE or Analytics Cloud?
Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...
What do you like most about Oracle Analytics Cloud?
The ability to quickly search for and access relevant data is crucial.
What is your experience regarding pricing and costs for Oracle Analytics Cloud?
The pricing of Oracle Analytics Cloud is quite expensive, fitting for a premium tool. However, the cost raises expectations for partner support that are not met, especially for smaller companies wh...
 

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics
Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV
 

Overview

 

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.
Sejong Hospital
Find out what your peers are saying about IBM Cognos vs. Oracle Analytics Cloud and other solutions. Updated: February 2026.
881,515 professionals have used our research since 2012.