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RStudio Connect vs ThoughtSpot 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

RStudio Connect
Ranking in Data Visualization
21st
Average Rating
6.6
Reviews Sentiment
7.1
Number of Reviews
2
Ranking in other categories
Reporting (20th)
ThoughtSpot
Ranking in Data Visualization
8th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
16
Ranking in other categories
BI (Business Intelligence) Tools (11th), Embedded BI (5th)
 

Mindshare comparison

As of August 2025, in the Data Visualization category, the mindshare of RStudio Connect is 1.0%, down from 1.1% compared to the previous year. The mindshare of ThoughtSpot is 2.6%, up from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization
 

Featured Reviews

LM
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.
Sushma Polavarapu - PeerSpot reviewer
Creates user-friendly analysis environments for large datasets
The tool is user-friendly for the end users. It is primarily a search-based tool. Users do not need a technical background to work directly on the dataset. Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily. ThoughtSpot is fast, even with one to ten terabytes of data.

Quotes from Members

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

Pros

"RStudio Connect is very powerful statistically and can handle large datasets, even on a free version on a laptop."
"The ability to do ad hoc explorations of data has been most valuable."
"The scalability is good."
"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."
"It is easy to set up the solution."
"ThoughtSpot excels in being self-service oriented, allowing users who aren't developers to easily create their own reports and visualizations, making it very intuitive."
"It's easy to drill down or expand data to get more details right out of the box."
"I like ThoughtSpot's search capabilities. You can also create custom analytics even if you aren't an experienced data analyst. We have users with no data analytics experience making some of the dashboards we've created, copying components, and customizing them to their specific use cases."
"The tool is user-friendly for the end users."
 

Cons

"I rate my experience with RStudio Connect as average because I am not yet comfortable enough to provide a definitive assessment."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."
"If I want to order columns, this feature is not there."
"A crucial feature we needed is missing, which involves restricting views of certain KPIs when users select conflicting parameters. We had to create a workaround, which impacted performance by loading pinboards slowly."
"The visualization customization needs improvement."
"The prediction model needs improvement. While NLQ is working perfectly fine and the data understanding capabilities of ThoughtSpot are good, there is room for improvement."
"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."
 

Pricing and Cost Advice

Information not available
"I give the pricing a six out of ten."
report
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Top Industries

By visitors reading reviews
Government
16%
Financial Services Firm
12%
Healthcare Company
9%
University
8%
Financial Services Firm
20%
Computer Software Company
11%
Manufacturing Company
11%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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, ...
What is your experience regarding pricing and costs for ThoughtSpot?
The pricing is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
I do not think there is anything that needs improvement at the moment. It is being improved continuously. They are connecting to many AI-type tools. Their pricing has recently changed to be more pr...
What is your primary use case for ThoughtSpot?
Clients use ThoughtSpot because of its search facility. It is easy for searching and does not require analysts to provide reports. There is no drill-down path on the data, so users can drill data a...
 

Comparisons

 

Overview

 

Sample Customers

ENERGETIC INSURANCE, PRECISION ANALYTICS, REDFIN, TWO SIX CAPITALSTACK OVERFLOW, LIBERTY MUTUAL, EDUCATION SUPERHIGHWAY, UNIVERSITY OF OXFORD
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about RStudio Connect vs. ThoughtSpot and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.