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Pentaho Business Analytics vs RStudio Connect 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:
 

Categories and Ranking

Pentaho Business Analytics
Ranking in Reporting
13th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
44
Ranking in other categories
BI (Business Intelligence) Tools (20th), Cloud Operations Analytics (5th)
RStudio Connect
Ranking in Reporting
20th
Average Rating
6.6
Reviews Sentiment
7.1
Number of Reviews
2
Ranking in other categories
Data Visualization (20th)
 

Mindshare comparison

As of June 2025, in the Reporting category, the mindshare of Pentaho Business Analytics is 1.1%, down from 1.3% compared to the previous year. The mindshare of RStudio Connect is 0.4%, down from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting
 

Featured Reviews

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.
LM
Graphical learning experience needs improvement but handles large datasets effectively
RStudio Connect ( /products/rstudio-connect-reviews ) is very powerful statistically and can handle large datasets, even on a free version on a laptop. It offers excellent customer service and educational resources. KNIME ( /products/knime-reviews ) allows for visual data manipulation, with nodes representing operations, making it user-friendly and effective for statistical analysis and predictions. I appreciate its ability to integrate R or Python scripts, combining ease of use with powerful procedures.

Quotes from Members

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

Pros

"The most valuable feature of Pentaho is the Tableau report."
"Pentaho Business Analytics' best features include the ease of developing data flows and the wide range of options to connect to databases, including those on the cloud."
"It is robust, offers market intelligence, and utilizes modules effectively."
"Easy to use components to create the job."
"The interface of Pentaho Business Analytics is easy to use and does not require high-level skills to operate the tool."
"The initial setup is pretty straightforward."
"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."
"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."
"RStudio Connect is very powerful statistically and can handle large datasets, even on a free version on a laptop."
 

Cons

"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."
"We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost."
"The tool is very good, and yet it has some problems as it relies heavily on Java."
"Pentaho Business Analytics' user interface is outdated."
"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."
"Another concern is that Pentaho is not customizable or interactive."
"The repository should be improved."
"Logging capability is needed."
"I rate my experience with RStudio Connect as average because I am not yet comfortable enough to provide a definitive assessment."
 

Pricing and Cost Advice

"Pentaho is expensive ."
"Free and commercial versions are available."
"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."
Information not available
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857,162 professionals have used our research since 2012.
 

Comparison Review

it_user6978 - PeerSpot reviewer
Jun 10, 2013
Jaspersoft vs. Pentaho – Which one to use & is there any need to purchase the commercial edition
Any company (be it technology, manfucaturing, human resource, ecommerce, SME etc) always has the need for Business Intelligence to some or the other extent. If cost is one of the consideration factor, then the 2 BI tools which are at the forefront are Pentaho and Jaspersoft. But, often the same…
 

Top Industries

By visitors reading reviews
Financial Services Firm
20%
Computer Software Company
14%
Educational Organization
8%
Real Estate/Law Firm
7%
Government
15%
Financial Services Firm
13%
University
8%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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 would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
What is your experience regarding pricing and costs for Pentaho Business Analytics?
Pentaho Business Analytics is priced similarly to other competitors such as QlikView ( /products/qlikview-reviews ) and Tableau ( /products/tableau-reviews ). I usually use the community edition.
What needs improvement with Pentaho Business Analytics?
Pentaho Business Analytics ( /categories/bi-business-intelligence-tools ) is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical ...
What is your experience regarding pricing and costs for RStudio Connect?
Both KNIME and RStudio Connect are free to use on a laptop. However, if I want to use a big server version, it is subsidized.
What needs improvement with RStudio Connect?
It could work on visibility or improve that. In RStudio Connect ( /products/rstudio-connect-reviews ), the learning process is not as graphical as KNIME ( /products/knime-reviews ). Although I can ...
What is your primary use case for RStudio Connect?
I use the software primarily for statistics. I have used it on census data from the UK, which covers millions of individuals. Additionally, I have utilized it for surveys and educational purposes, ...
 

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics
No data available
 

Overview

 

Sample Customers

Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.
ENERGETIC INSURANCE, PRECISION ANALYTICS, REDFIN, TWO SIX CAPITALSTACK OVERFLOW, LIBERTY MUTUAL, EDUCATION SUPERHIGHWAY, UNIVERSITY OF OXFORD
Find out what your peers are saying about Pentaho Business Analytics vs. RStudio Connect and other solutions. Updated: May 2025.
857,162 professionals have used our research since 2012.