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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
19th
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
17
Ranking in other categories
BI (Business Intelligence) Tools (10th), Embedded BI (4th)
 

Mindshare comparison

As of January 2026, in the Data Visualization category, the mindshare of RStudio Connect is 1.2%, up from 0.8% compared to the previous year. The mindshare of ThoughtSpot is 2.5%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Market Share Distribution
ProductMarket Share (%)
ThoughtSpot2.5%
RStudio Connect1.2%
Other96.3%
Data Visualization
 

Featured Reviews

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.
Sushma Polavarapu - PeerSpot reviewer
Sr Data Analytics Consultant at Capgemini
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."
"It's easy to drill down or expand data to get more details right out of the box."
"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."
"The initial setup was very straightforward."
"The tool is user-friendly for the end users."
"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."
"The ability to do ad hoc explorations of data has been most valuable."
"It is easy to set up the solution."
"I would say the return on investment is good. Whatever we invested, we got results. We have been finding it easy to use and onboard new use cases."
 

Cons

"I rate my experience with RStudio Connect as average because I am not yet comfortable enough to provide a definitive assessment."
"The support team gets a six out of ten. They are not as proactive."
"If I want to order columns, this feature is not there."
"I encountered limitations mainly around UI and dashboard configuration."
"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."
"ThoughtSpot is a fairly new product, so some usability aspects aren't as mature as we'd like them to be. One example is their organizational methodology, like how objects are organized in their dashboards inside the product. They're all on a flat list, which works if you've got five or 10 dashboards. However, it's insufficient when you're a large enterprise with multiple groups looking at the same dashboards. It isn't organized well."
"The one area of the solution that I do hear needs improvement is on the visualization front."
"I would like to see more flexibility in adding the pins. Currently, we have four different sizes in which I can add pins, but I would like to be able to resize my pins."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
 

Pricing and Cost Advice

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

By visitors reading reviews
Government
17%
Healthcare Company
10%
Financial Services Firm
10%
University
9%
Financial Services Firm
18%
Computer Software Company
10%
Manufacturing Company
10%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise13
 

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?
There should be a free version of it for people to learn easily so that they get adapted easily and get used to supporting the Domo community, which is something very important. The certification c...
What is your primary use case for ThoughtSpot?
I had some experience with ThoughtSpot. It was a very limited use case, as I was just a part of a POC, so I cannot really comment.
 

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: December 2025.
881,082 professionals have used our research since 2012.