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Knowage 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

Knowage
Ranking in Reporting
21st
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
BI (Business Intelligence) Tools (34th)
RStudio Connect
Ranking in Reporting
22nd
Average Rating
6.6
Reviews Sentiment
7.1
Number of Reviews
2
Ranking in other categories
Data Visualization (21st)
 

Mindshare comparison

As of August 2026, in the Reporting category, the mindshare of Knowage is 2.0%, up from 0.9% compared to the previous year. The mindshare of RStudio Connect is 1.0%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Knowage2.0%
RStudio Connect1.0%
Other97.0%
Reporting
 

Featured Reviews

AM
Margin Assurance Analyst at a comms service provider with 1,001-5,000 employees
A stable open source suite for modern business analytics with a useful replication feature
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.
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

"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."
"We can easily do our own customizations."
"Customer Service: Excellent."
"Being able to schedule necessary jobs needed for production jobs and programming run times"
"Our customers really appreciate the self-service BI functionalities."
"SpagoBI makes delivering reports to our clients very easy."
"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."
"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."
"RStudio Connect is very powerful statistically and can handle large datasets, even on a free version on a laptop."
 

Cons

"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."
"Many things need to be improved, most of all robustness."
"The only challenge here is that it's a Java-based platform. It requires very high technical skills."
"I faced difficulties when using the email feature and documentation was scant."
"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 dashboard components could be better. They could do a lot more."
"We had stability issues."
"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."
"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

"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."
Information not available
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909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
24%
Manufacturing Company
7%
University
7%
Retailer
7%
Government
15%
Financial Services Firm
13%
Manufacturing Company
9%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise6
No data available
 

Questions from the Community

Ask a question
Earn 20 points
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, ...
 

Comparisons

 

Also Known As

SpagoBI
No data available
 

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
ENERGETIC INSURANCE, PRECISION ANALYTICS, REDFIN, TWO SIX CAPITALSTACK OVERFLOW, LIBERTY MUTUAL, EDUCATION SUPERHIGHWAY, UNIVERSITY OF OXFORD
Find out what your peers are saying about Knowage vs. RStudio Connect and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.