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Pyramid 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

Pyramid Analytics
Ranking in Data Visualization
15th
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
9
Ranking in other categories
BI (Business Intelligence) Tools (21st)
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)
 

Mindshare comparison

As of January 2026, in the Data Visualization category, the mindshare of Pyramid Analytics is 1.8%, up from 1.2% compared to the previous year. The mindshare of RStudio Connect is 1.2%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Market Share Distribution
ProductMarket Share (%)
Pyramid Analytics1.8%
RStudio Connect1.2%
Other97.0%
Data Visualization
 

Featured Reviews

Ynazif Nazif - PeerSpot reviewer
CEO & Principal Consultant at Pyramid Analytics & Consulting
Unified data workflows have improved reporting quality and now support better decisions
The best features Pyramid Analytics offers include a broad range of features, which I think is one of the advantages of it. It has a lot of connectors and a lot of different capabilities. I would say end-to-end capabilities is one of the nice features of it. Regarding the end-to-end capabilities and lots of connectors, I found the connectors most valuable. If you are trying to do Snowflake, SQL server, or any of the normal database platforms that you see in the cloud or on-premises, it has those connectors built in. You don't have to worry about writing custom drivers. That is a nice feature to have. Pyramid Analytics has impacted my organization positively in that I use it for my clients' organizations. For my organization, it is great because it gives me a technology platform that clients enjoy using and I am proficient with. For my clients, it is about delivering on their aspirations in terms of what they want to do with their data and where they want to head in their organization. This is definitely a tool that we can use in order to get there. After implementing Pyramid Analytics for my clients, I have seen measurable outcomes and specific improvements, such as having a single platform that gets them from the raw data to the endpoint reporting. I think that streamlining has a positive effect on the quality of the outputs. The quality of the outputs definitely leads to better decision making.
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

"The most valuable feature of Pyramid Analytics, outshining even top-tier platforms like Power BI, is its robust support for DAX queries."
"It seems quite performant in analyzing multi-dimensional information sets and presenting them."
"The on-premise version has quite good scalability."
"Pyramid has a wide level of uses, as it's a complete ETL process and has a good level of connecting to a lot of data sources."
"It proved to be a very powerful and useful tool due to its breakdown capabilities, easy reporting features, flexibility in building custom calculations, and the ability to integrate them into reports."
"After implementing Pyramid Analytics for my clients, I have seen measurable outcomes and specific improvements, such as having a single platform that gets them from the raw data to the endpoint reporting."
"It offers a wide range of analytics options including statistics and visualizations, as well as prediction capabilities, allowing users to make forecasts based on the latest data."
"The features I find most valuable are 'Discover,' 'Formulate,' and 'Model.' I use them regularly to build logic and create reports for my job."
"RStudio Connect is very powerful statistically and can handle large datasets, even on a free version on a laptop."
 

Cons

"The general amount of negative comments that I am hearing from my team makes me very wary."
"It would be desirable to have the possibility to generate a data dictionary, detailing the original physical tables, renamed fields, and derived fields."
"Pyramid Analytics could improve by speeding up data refresh, especially for large datasets."
"I find that this is quite a heavy, time-consuming tool for developers."
"As for how Pyramid Analytics can be improved, I wish that there was a greater degree of customization available."
"There is room for improvement in terms of documentation and examples, especially for newcomers like me who are learning both business intelligence and Pyramid."
"Even though the solution has a functionality for every step, it's not so well- defined. That needs to be improved."
"There is room for improvement in terms of the user interface, particularly when it comes to modifying connections between filters and visual components in a dashboard."
"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

"The licensing cost is not excessively expensive, but it does increase with the addition of new features and modules."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
11%
Government
11%
Insurance Company
8%
Government
17%
Healthcare Company
10%
Financial Services Firm
10%
University
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise1
Large Enterprise1
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Pyramid Analytics?
Regarding my experience with pricing, setup cost, and licensing for Pyramid Analytics, I have to be honest, I did not observe any of it. They already had the platform in place when I got there. Fro...
What needs improvement with Pyramid Analytics?
As for how Pyramid Analytics can be improved, I wish that there was a greater degree of customization available. Any advanced user wants to implement an idea that they have, and while the whole ide...
What is your primary use case for Pyramid Analytics?
I have used Pyramid Analytics at a few different projects. I used it at the VA, at the Department of Health and Human Services, and on a couple smaller projects for some smaller customers that were...
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, ...
 

Overview

 

Sample Customers

US Department of Veterans Affair, Volkswagen, Siemens, Blackboard, Hallmark, Orange, CDW, LA Fitness, Atelier GS, Memorial Healthcare, Acadia Insurance, BancoBic, Advanced Learning, Microsoft, Drake University
ENERGETIC INSURANCE, PRECISION ANALYTICS, REDFIN, TWO SIX CAPITALSTACK OVERFLOW, LIBERTY MUTUAL, EDUCATION SUPERHIGHWAY, UNIVERSITY OF OXFORD
Find out what your peers are saying about Pyramid Analytics vs. RStudio Connect and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.