IBM Cognos Analytics vs. Pentaho

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
IBM Cognos Analytics
Score 7.8 out of 10
N/A
IBM 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.
$10
per month per user
Pentaho
Score 5.1 out of 10
N/A
Pentaho is a suite of open source business intelligence and analytics products, now offered and supported by Hitachi Data Systems since the June 2015 acquisition.N/A
Pricing
IBM Cognos AnalyticsPentaho
Editions & Modules
On Demand - Standard
USD 10.00
per month per user
On Demand - Premium
USD 42.40
per month per user
On Demand - Standard
USD 10.60
per month per user
No answers on this topic
Offerings
Pricing Offerings
IBM Cognos AnalyticsPentaho
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
IBM Cognos AnalyticsPentaho
Considered Both Products
IBM Cognos Analytics
Chose IBM Cognos Analytics
Oracle BIEE is the worst BI platform I ever seen in terms of complexity to install and complexity to use. Integration between tools is not finished at all. I recommend to not select this platform. SAP Business Objects seems to be the same platform as the one acquired by SAP - …
Chose IBM Cognos Analytics
Business Object, Pentaho, Tableau
Chose IBM Cognos Analytics
Some alternatives include Business Objects and Crystal Reports. I do not have experience with either to really say which is best. There are also open source tools like Pentaho.
Pentaho
Chose Pentaho
We evaluated Panorama, Cognos, MicroSrategy, Jasper Reports, Talend and homegrown solutions. Though each were awesome in their own right, none of them provided a end to end integration like we wanted. Pentaho did the job for us and more. Knowing that Pentaho was built by a team …
Features
IBM Cognos AnalyticsPentaho
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
IBM Cognos Analytics
7.5
129 Ratings
8% below category average
Pentaho
9.0
20 Ratings
10% above category average
Pixel Perfect reports7.3119 Ratings8.618 Ratings
Customizable dashboards7.7125 Ratings9.918 Ratings
Report Formatting Templates7.4121 Ratings8.718 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
IBM Cognos Analytics
7.5
129 Ratings
7% below category average
Pentaho
8.7
19 Ratings
8% above category average
Drill-down analysis7.0126 Ratings7.618 Ratings
Formatting capabilities7.6128 Ratings8.319 Ratings
Integration with R or other statistical packages7.491 Ratings9.312 Ratings
Report sharing and collaboration8.0122 Ratings9.717 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
IBM Cognos Analytics
8.1
127 Ratings
1% below category average
Pentaho
9.7
20 Ratings
17% above category average
Publish to Web8.327 Ratings9.618 Ratings
Publish to PDF7.6121 Ratings9.819 Ratings
Report Versioning8.626 Ratings9.713 Ratings
Report Delivery Scheduling8.0123 Ratings9.917 Ratings
Delivery to Remote Servers8.112 Ratings9.310 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
IBM Cognos Analytics
7.0
116 Ratings
13% below category average
Pentaho
8.1
17 Ratings
2% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)7.5111 Ratings7.916 Ratings
Location Analytics / Geographic Visualization7.5106 Ratings8.216 Ratings
Predictive Analytics6.6102 Ratings8.314 Ratings
Pattern Recognition and Data Mining6.439 Ratings00 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
IBM Cognos Analytics
7.4
121 Ratings
14% below category average
Pentaho
9.1
20 Ratings
7% above category average
Multi-User Support (named login)7.3118 Ratings9.320 Ratings
Role-Based Security Model7.4117 Ratings9.619 Ratings
Multiple Access Permission Levels (Create, Read, Delete)6.6116 Ratings9.918 Ratings
Report-Level Access Control7.846 Ratings00 Ratings
Single Sign-On (SSO)8.1100 Ratings7.610 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
IBM Cognos Analytics
6.6
101 Ratings
16% below category average
Pentaho
8.3
11 Ratings
7% above category average
Responsive Design for Web Access6.895 Ratings9.710 Ratings
Mobile Application6.785 Ratings6.97 Ratings
Dashboard / Report / Visualization Interactivity on Mobile6.991 Ratings8.711 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
IBM Cognos Analytics
7.5
81 Ratings
3% below category average
Pentaho
8.6
10 Ratings
11% above category average
REST API7.178 Ratings8.310 Ratings
Javascript API7.575 Ratings9.09 Ratings
iFrames8.39 Ratings7.39 Ratings
Java API6.911 Ratings8.79 Ratings
Themeable User Interface (UI)7.110 Ratings8.910 Ratings
Customizable Platform (Open Source)7.87 Ratings9.610 Ratings
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IBM Cognos AnalyticsPentaho
Small Businesses
Yellowfin
Yellowfin
Score 8.8 out of 10
Yellowfin
Yellowfin
Score 8.8 out of 10
Medium-sized Companies
Reveal
Reveal
Score 10.0 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
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User Ratings
IBM Cognos AnalyticsPentaho
Likelihood to Recommend
7.5
(146 ratings)
9.1
(31 ratings)
Likelihood to Renew
8.2
(30 ratings)
8.8
(11 ratings)
Usability
7.3
(9 ratings)
9.3
(6 ratings)
Availability
8.6
(4 ratings)
-
(0 ratings)
Performance
9.0
(5 ratings)
-
(0 ratings)
Support Rating
1.0
(9 ratings)
9.3
(7 ratings)
In-Person Training
8.7
(4 ratings)
-
(0 ratings)
Online Training
8.0
(4 ratings)
9.5
(2 ratings)
Implementation Rating
7.0
(7 ratings)
5.0
(1 ratings)
Configurability
7.0
(3 ratings)
-
(0 ratings)
Ease of integration
5.7
(5 ratings)
-
(0 ratings)
Product Scalability
2.8
(4 ratings)
-
(0 ratings)
Vendor post-sale
7.0
(1 ratings)
-
(0 ratings)
Vendor pre-sale
7.0
(1 ratings)
-
(0 ratings)
User Testimonials
IBM Cognos AnalyticsPentaho
Likelihood to Recommend
IBM
IBM Cognos Analytics has great scheduling capabilities. A single report can be parameterized (e.g., “Store Manager ID”) and burst to thousands of recipients with their slice of data.IBM Cognos Analytics is a good fit for highly complex, multi-level calculations which can be handled by Report Studio. For example Monthly balance sheet that requires multi step calculation
Read full review
Hitachi Vantara
Pentaho is very well suited to perform data extraction & data mining from various cloud storage & transform that data using various available data models. However, the software struggles when it comes to visualizing the extracted data in an appealing manner & can be difficult for end-users to get an understanding of data tables created using those models.
Read full review
Pros
IBM
  • We can make dozens of dispatchers all focusing on different types of workloads.
  • Friendly user interface, without the need for coding or complicated editing.
  • Highly functionality reporting tools.
  • We can easily create trigger when a certain threshold are met sending reports or alerts to needed parties.
Read full review
Hitachi Vantara
  • Integrate and synchronize with big data easily
  • Import data from any sources and different databases
  • Managing data in on-premise, hybrid and cloud environments.
  • Compatibility and flexibility of the platform with any type of scenario and any business or industry
  • Various tools in the software suite to transformation of data
  • Simple interface appearance and creative UI graphics
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.
Read full review
Hitachi Vantara
  • I think the relative obscurity of the tool is a downside, not as many developers, consultants or peers you can tap into.
  • Lack of a solid user community held us back, looking at Power BI and Qlik, they have huge user communities that help each other out. Would have liked that here.
  • Smaller company means smaller sales force, and the lack of a local presence made it hard to only interact online with the account rep. Other companies have someone local who often stops by with pre-sales developers to just pitch in free of charge when they have time.
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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
Hitachi Vantara
I will use Pentaho until I find a better tool with a better, easier to use report designer client. For now, Pentaho has been the most powerful reporting tool for our clients because of its ability to connect to Odoo, integrate in Odoo (reports are accessible in Odoo) and the flexibility in report design and parameter integration
Read full review
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
Hitachi Vantara
The Pentaho tools are designed so you can start playing around on your own. Of course, you will need guidance at some point, but the training teams are good at guiding new users, and the online documentation is usually pretty up-to-date.
Some of the tools, such as the Pentaho Data Integration tool and the Pentaho Server, are pretty self-explanatory. The other tools maybe are not so quickly and obvious to use, but again, with some documentation and some customer support, you can find your way around them.
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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
Hitachi Vantara
No answers on this topic
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
Hitachi Vantara
No answers on this topic
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.
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Hitachi Vantara
They were responsive to our questions when we raised issues. They gave us workarounds when required. They were quite knowledgeable when it came to issue analysis and providing fixes. They were forthright in informing us if a bug was not due for release soon.
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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
Hitachi Vantara
No answers on this topic
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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Hitachi Vantara
Course Taken: DI1000 Pentaho Data Integration Fundamentals Setup A week before your class started, the instructor will start sending out class material and lab setup instructions. This is helpful so that you understand how the environment is laid out and can start reviewing the content. Ultimately it saved about a 1/2 day trying to setup with 10 other people online which was great! The Course The 3-day course was laid out like many other technical classes with 15-30 minutes instruction and 15-60 minutes of lab exercises. The instructor was very knowledgeable with the functionality from version to version and answered questions as we went along. I was amazed at some of the functionality that was available that I was not using at the time and quickly implemented changes to many existing transformations and jobs. The novice users seemed to catch on quickly and more experienced users explained how some of the functionality was used in their home environments. Towards the end there was enough time so that we were able to ask very directed questions about our own environments. Overall, I really found the class to be informative and deliver enough information to be dangerous. My skills improved and I was able to design better and efficient transformations for the HIE. Course Description: https://training.pentaho.com/instructor-led-training/pentaho-data-integration-fundamentals-di1000
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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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Hitachi Vantara
Get the right people in before starting implementation. Start small and build as you go approach is time consuming and involves lot of rework. Evangalize within the organization the capabilities and limitations equally so that correct delivery expectations are set. Set expectations with the Customer that the tool cannot replace proprietary software in terms of stability/usability and that timelines could change given the new ness of the product.
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Alternatives Considered
IBM
My company selected IBM Congos Analytics because of its advanced features and data representation for data analysis. Its row and column features are very effective for creating dashboards and reports to visualize data. It's chart representation and view format are very attractive and useful for representation.
Read full review
Hitachi Vantara
Since the Pentaho platform offers a range of broad functionality across data preparation and advanced analytics, it also can be easily integrated to support many data sources and machine-learning frameworks. Based on that fact, we selected Pentaho to be used in our internal department. It also supports many of our BI use cases as required by company management or the business user. Last but not least, the Pentaho license is cheaper than their competitor.
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Scalability
IBM
The Cognos architecture is well suited for scalability. However, the architecture must be designed with scalability in mind from day one of the implementation. We recently upgraded from 10.1 to 10.2.1 and took the opportunity to revamp our architecture. It is now poised for future growth and scalability.
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Hitachi Vantara
No answers on this topic
Return on Investment
IBM
  • We use the tool for data modeling as it helps in predictive data analysis for complex data, which is very similar to real-life scenarios.
  • Options of customizing & scheduling reports as per our requirements basis.
  • Has mobile application which works seamless.
  • API integration is not upto the mark with very limited options.
  • Licensing & Maintenance can go from cheap to expensive depending on the scope.
Read full review
Hitachi Vantara
  • Pentaho has improved our overall business process.
  • Pentaho has helped the Managers and Directors to analyze the numbers going up and down from time to time.
  • We have a started a big project using Pentaho that is going to include all the business processes in the organization.
Read full review
ScreenShots

IBM Cognos Analytics Screenshots

Screenshot of a natural language query, used in IBM Cognos Analytics to get AI-powered insights from data.Screenshot of AI-generated insights and forecasts that can be added with just a click of a button.Screenshot of a dashboard that can be generated automatically using IBM Cognos Analytics by uploading or selecting data.Screenshot of an AI-generated dashboard from a spreadsheet that was just uploaded. This offers a great starting point for the creative process.Screenshot of where to import data to IBM Cognos Analytics from CSV files and spreadsheets. Users can connect to cloud or on-premises data sources, including SQL databases, Google BigQuery, Amazon, and Redshift.Screenshot of a sample operational dashboard of a coffee shop created using IBM Cognos Analytics.