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Knowage vs Pentaho Business Analytics vs Tableau Enterprise comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

Mindshare comparison

As of August 2025, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 0.5%, down from 0.5% compared to the previous year. The mindshare of Pentaho Business Analytics is 0.5%, down from 0.6% compared to the previous year. The mindshare of Tableau Enterprise is 15.4%, down from 19.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

AM
Easy to customize, cross-platform capable, and very stable
The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.
Mir Gulzar Ahmed - PeerSpot reviewer
Excels in handling unstructured data, helping organizations navigate through different storage systems
Pentaho can help organizations by providing them an insight of their unstructured data using one platform(Pentaho Business Analytics). The features are almost identical to other BIS platforms but to me, customers can benefit as it has a community version with most of its Enterprise features. It also has a free limited-period trial version. The other feature that I would like to share here is, that users have access to a complete spectrum of data from different sources with the system’s adaptive big data layer, which takes the source of the data into account. The software is built on an open architecture and can be integrated with multiple systems. However, Pentaho Data Integration and Analytics has been acquired by HDS which offers an Enterprise edition for organizations that also need to meet product compliance.
Uzair Faruqi - PeerSpot reviewer
Ease of developing dashboards and receiving strong technical support have enabled efficient data visualization
Introducing custom features, such as NLP-based reports, is not very good in Tableau. My MD has been asking us for a way to write in natural language to request reports that the system should generate, but that isn't very effective with Tableau. As a developer, I can develop an on-demand report in Python quite easily, but exposing a REST API on the Tableau platform is not a very easy task. AI enablement is an area for improvement for Tableau, and that is something they might have to work upon. I have heard that ThoughtSpot is quite better in this regard, but the cost of ThoughtSpot is much higher. ThoughtSpot has lots of natural language-based report generation features that Tableau lacks.

Quotes from Members

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

Pros

"The embedding feature is great."
"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."
"We can easily do our own customizations."
"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."
"The interface of Pentaho Business Analytics is easy to use and does not require high-level skills to operate the tool."
"Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it."
"Easy to use components to create the job."
"The initial setup is pretty straightforward."
"We were able to install it without any assistance from tech support."
"The most valuable feature of Pentaho is the Tableau report."
"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."
"It is robust, offers market intelligence, and utilizes modules effectively."
"The most valuable feature is the richness of its visualization and from a self-service standpoint, the ease of use."
"I have found Tableau easy to use and the features are superb."
"Partner support is very good."
"There are already connectors to almost every single major database and service that you can possibly think of."
"It has a shallow learning curve and so you can go to market very, very, very quickly."
"This service is the combination of very pleasant, interactive graphical visualizations along with the application of advanced statistical models (in some cases)."
"It is very easy to implement and to use."
"The geospatial maps representation and the visualizations are nice."
 

Cons

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."
"It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."
"The dashboard components could be better."
"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."
"Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention."
"Pentaho Business Analytics' user interface is outdated."
"Logging capability is needed."
"Version control would be a good addition."
"Pentaho Business Analytics is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical skills."
"Another concern is that Pentaho is not customizable or interactive."
"Deployment is not simple. It is not simple because we are dealing with a lot of data; we are dealing with a lot of storage. So, it's not a simple process."
"The repository should be improved."
"They need a write-back; that is what is missing. If they get the write back to the database, they will be fully automated, but for the time being, they are not."
"I also work as an SME on the platform side. Tableau is very nice and jazzy for the end-users, but there are pain points for the admins. Performance is something about which we hear a lot of complaints, such as the dashboard doesn't open in time. It performs well on the desktop but not on the server. I know that there is always a limitation when it comes to a huge amount of data or the complexity of the calculations, but we often hear from end-users about the performance on the server side. It is easy to drag and drop all the columns and do what we want, but if it is not going to load better on the server, users are not going to like it."
"It is not so great when it comes to data exchange/integration, data mining, etc."
"There should be more GIS features, such as location analysis, which is quite limited. There are very few location-based functionalities."
"When I've done presentations in the past, I've had issues with uploading the cartography."
"Pricing is also a concern for me as it is expensive compared to TIBCO Spotfire Enterprise licensing and Microsoft Power Platform."
"An area for improvement in Tableau is the Explorer license type. It is not as useful, and the product owner should enhance its benefits or clarify its role. Additionally, the frequent updates with many versions available for download can be confusing and could affect stability."
"With performance tuning, it generates a pretty complex query when it is not required."
 

Pricing and Cost Advice

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
"Knowage is open-source, and an enterprise edition is also available."
"Free and commercial versions are available."
"Pentaho is expensive ."
"We were lucky enough to find a Pentaho OEM partner who offered a data warehouse model and the ETL software for about 60K SGD per year."
"It is a bit overpriced."
"Best advice on pricing is to anticipate the desire for more licenses once the results of this product are acknowledged in other parts of your company."
"Tableau has core-based and user-based licensing, and it is tied to scalability. The core-based licensing is about you buying a certain number of cores, and there is no restriction on the number of users who can use Tableau. The restriction is only on the number of cores. In user-based subscription licensing, there is a restriction on the number of users. Big companies and government organizations with a lot of users typically go for core-based licensing. User-based subscription licensing is a more common model. It has user roles such as creator, explorer, and viewer. A creator is someone who does the groundwork or development work. An explorer is someone who is into middle management but is not technically savvy, such as a category head. A viewer is like a typical decision-maker in senior management. For each role, Tableau is priced differently. The viewer role has the minimum price, and the creator role has the highest price. This pricing is available on their website. Everybody can see it."
"Tableau is not as cost-effective as Microsoft BI."
"I wish there was more of a subscription model with the pricing when it comes to Tableau, so you can get all the latest version upgrades/features if you pay monthly/annually."
"One of the biggest drawbacks of Tableau is the price, it is expensive. The price should be reduced."
"It is expensive when you compare it with Power BI. It should be cheaper."
"I like the payment model. For the people who need to create, they buy their licenses. Everyone else can use the free Tableau Viewer. This is much better than some of the competitor products, which require full licences for everything."
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Comparison Review

it_user79932 - PeerSpot reviewer
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
Government
16%
Hospitality Company
13%
Insurance Company
11%
Marketing Services Firm
7%
Financial Services Firm
15%
Computer Software Company
9%
Educational Organization
8%
Manufacturing Company
7%
Financial Services Firm
16%
Manufacturing Company
10%
Computer Software Company
10%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

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Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I wou...
What is your experience regarding pricing and costs for Pentaho Business Analytics?
Pentaho Business Analytics offers the best value for money. While improvements can be made in some areas, particularl...
What needs improvement with Pentaho Business Analytics?
From an integration perspective, Pentaho Business Analytics is not the best tool on the market. There are things done...
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 ...
Tableau vs. Business Objects - Which is a better solution for visualization and analysis?
Both tools have their positives and negatives. First, I should mention that I am relatively new to Tableau. I have be...
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use....
 

Also Known As

SpagoBI
Pentaho, Kettle, Hitachi Pentaho Business Analytics
Tableau Desktop, Tableau Server, Tableau Online
 

Overview

 

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.
Accenture, Adobe, Amazon.com, Bank of America, Charles Schwab Corp, Citigroup, Coca-Cola Company, Cornell University, Dell, Deloitte, Duke University, eBay, Exxon Mobil, Fannie Mae, Ferrari, French Red Cross, Goldman Sachs, Google, Government of Canada, HP, Intel, Johns Hopkins Hospital, Macy's, Merck, The New York Times, PayPal, Pfizer, US Army, US Air Force, Skype, and Walmart.
Find out what your peers are saying about Microsoft, Salesforce, SAP and others in BI (Business Intelligence) Tools. Updated: August 2025.
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