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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
16th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
45
Ranking in other categories
BI (Business Intelligence) Tools (20th), Cloud Operations Analytics (2nd)
RStudio Connect
Ranking in Reporting
22nd
Average Rating
6.6
Reviews Sentiment
7.1
Number of Reviews
2
Ranking in other categories
Data Visualization (20th)
 

Mindshare comparison

As of July 2026, in the Reporting category, the mindshare of Pentaho Business Analytics is 2.3%, up from 1.1% compared to the previous year. The mindshare of RStudio Connect is 0.9%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Pentaho Business Analytics2.3%
RStudio Connect0.9%
Other96.8%
Reporting
 

Featured Reviews

JB
Founder at SJT Consult
Solution enables effective ETL processes and exhibits high satisfaction
From an integration perspective, Pentaho Business Analytics is not the best tool on the market. There are things done by Apache that are better, though I am not the one implementing them, so this is based on what I have heard about novelties in the market. I do not see the need to extend the coverage of Pentaho Business Analytics's domain. For things that it does not do, there are better solutions on the market, and it would be costly to implement them. Pentaho Business Analytics is a very great tool for very specific standardized scenarios. If you need more complex elastic solutions because the process is different, there are better tools available.
LM
Professor of Health Services Research (now Emeritus) at a university with 1,001-5,000 employees
Graphical learning experience needs improvement but handles large datasets effectively
RStudio Connect 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 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

"Powerful Analytics, Fast KPI Analysis"
"It has provided the ability to successfully integrate many different systems into one big data warehouse."
"I have a couple of great customers in my country and they are very satisfied because they have increased productivity and lowered costs."
"When I have a customer that wants to have a real ETL tool in a standardized way with a real code written product, it is the cheapest."
"The most valuable feature of Pentaho is the Tableau report."
"I use Pentaho everyday in my company, creating new BI environments for my customers."
"We use both DataStage and Pentaho, but I don't see any special features in Pentaho that is not available in DataStage, except Big Data plugins and connectors."
"We were able to install it without any assistance from tech support."
"RStudio Connect is very powerful statistically and can handle large datasets, even on a free version on a laptop."
 

Cons

"It was complex to set-up."
"We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost."
"From which the latter is not yet the strongest use-case for using Pentaho yet."
"From an integration perspective, Pentaho Business Analytics is not the best tool on the market."
"The repository should be improved."
"For me, Pentaho is not growing in terms of functionality as fast as other companies in the same segment."
"I would like to see self-service analysis and front-end tools."
"The dashboards and reports could use more improvement to show more data and to provide more analysis."
"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 ."
"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."
"Free and commercial versions are available."
Information not available
report
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902,988 professionals have used our research since 2012.
 

Comparison Review

it_user6978 - PeerSpot reviewer
Co-Founder at Helical IT Solution (Jaspersoft, Pentaho, Talend, Kettle, DWBI, ETL, Ctools, iReport, Jasper Report)
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
Construction Company
13%
Financial Services Firm
12%
Comms Service Provider
9%
Manufacturing Company
8%
Government
14%
Financial Services Firm
13%
Healthcare Company
11%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise7
Large Enterprise15
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 offers the best value for money. While improvements can be made in some areas, particularly with more cloud-based solutions, it is not in their domain because they do not...
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 by Apache that are better, though I am not the one implementing them, so this i...
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: June 2026.
902,988 professionals have used our research since 2012.