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Pyramid Analytics vs Zoho Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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 BI (Business Intelligence) Tools
23rd
Ranking in Data Visualization
16th
Average Rating
7.6
Reviews Sentiment
6.4
Number of Reviews
8
Ranking in other categories
No ranking in other categories
Zoho Analytics
Ranking in BI (Business Intelligence) Tools
7th
Ranking in Data Visualization
6th
Average Rating
8.4
Reviews Sentiment
6.4
Number of Reviews
34
Ranking in other categories
Reporting (9th), Embedded BI (6th)
 

Mindshare comparison

As of October 2025, in the BI (Business Intelligence) Tools category, the mindshare of Pyramid Analytics is 0.9%, up from 0.7% compared to the previous year. The mindshare of Zoho Analytics is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
Zoho Analytics0.8%
Pyramid Analytics0.9%
Other98.3%
BI (Business Intelligence) Tools
 

Featured Reviews

Shyam Pendyala - PeerSpot reviewer
A comprehensive and user-friendly business intelligence for enhanced data insight
When developing multidimensional IMDS models in Pyramid Analytics, there is a need for better features to maintain and analyze data. The application currently lacks the ability to easily track the original physical table and field names, making it challenging to relate them to business names. It would be desirable to have the possibility to generate a data dictionary, detailing the original physical tables, renamed fields, and derived fields. Such features would simplify documentation, facilitate understanding of how calculations depend on physical fields and aid in explaining the development process to others. Having this lineage and easy-to-generate data dictionary would greatly enhance the usability of Pyramid Analytics for developers.
Nadeem Asghar - PeerSpot reviewer
Experience with advanced analytics and visualization features boosts decision making
I think the team would know how to predict what needs to be improved. Every business has its own predictions, so providing specific fields based on which to calculate predictions would be helpful. The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis. The analytics plan has different features for one user, 10 users, and 25 users. Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.

Quotes from Members

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

Pros

"I think the most valuable Pyramid Analytics feature is the solution's ability to drill down and dice in the loop. I think it is better than InExcel or Power BI."
"The features I find most valuable are 'Discover,' 'Formulate,' and 'Model.' I use them regularly to build logic and create reports for my job."
"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."
"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."
"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."
"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 on-premise version has quite good scalability."
"We track the sales funnel and set up graph charts and bar charts to analyze the number of leads received in the previous month compared to current leads, helping us figure out and analyze which campaigns are performing well."
"Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform."
"The data source is the most valuable feature as it can perform any function."
"Scheduling of reports and dashboards is the most valuable feature of Zoho Analytics."
"The integration interface is very easy to use and allows you to directly connect to a variety of APIs."
"We use the solution for financial and sales analytics. It brings data from our IT incident management tool. Hence, we have three business use cases for IT support, sales and financials."
"We really like that it's user friendly and has a lot of combinations and charts. They're good compared to other tools. We used a free Elastic product, comparatively, this solution is good because of their support, UI, and connecting to databases is very easy."
"The data visualization features of Zoho Analytics have helped me improve decision making for my customers, and I could assess the impact of Zoho Analytics' AI-driven insights on the strategic initiatives of my customers."
 

Cons

"There is room for improvement in terms of documentation and examples, especially for newcomers like me who are learning both business intelligence and Pyramid."
"The general amount of negative comments that I am hearing from my team makes me very wary."
"I find that this is quite a heavy, time-consuming tool for developers."
"Pyramid Analytics could improve by speeding up data refresh, especially for large datasets."
"I think the graphic number of charts and components could be higher, at least comparable to Brain Power BI."
"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."
"Even though the solution has a functionality for every step, it's not so well- defined. That needs to be improved."
"It would be desirable to have the possibility to generate a data dictionary, detailing the original physical tables, renamed fields, and derived fields."
"The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis."
"The hourly pricing needs improvement."
"The platform's pricing needs improvement."
"The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis."
"They should provide white labeling with a cheaper option. I know they have a white labeling feature in which I can white label Zoho Analytics with my company theme, logo, and URL, but it seems a little expensive. If they can make it cheaper, it would be great. The same is applicable to Tableau."
"Regarding stability and reliability, Zoho Analytics has multiple bugs. One significant issue is that you cannot create multiple charts with the same name."
"There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."
"I have not seen any improvement with Zoho Analytics' AI-driven insights because it has not been accurate."
 

Pricing and Cost Advice

"The licensing cost is not excessively expensive, but it does increase with the addition of new features and modules."
"The product is expensive."
"I don't feel that price is an issue for this product."
"The price is high. The solution advertises that it provides products for 55 AED per user, but these products contain only the basic features. Most of the features are locked. The version of the product that includes Zoho Analytics costs around 199 AED per user per month."
"It is very reasonable, and it gives me a good return on investment. Compared to other tools, it is the best choice in terms of pricing."
"The pricing is okay. It is fair compared to the market."
"Zoho Analytics costs $ 4,200 per month, billed yearly."
"The tool's pricing is similar to other Zoho applications and is affordable."
"For one license the pricing is about $35 a user."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Computer Software Company
10%
Government
10%
Manufacturing Company
9%
Non Profit
9%
Insurance Company
9%
Comms Service Provider
8%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise1
By reviewers
Company SizeCount
Small Business29
Midsize Enterprise4
Large Enterprise4
 

Questions from the Community

What do you like most about Pyramid Analytics?
The most valuable feature of Pyramid Analytics, outshining even top-tier platforms like Power BI, is its robust support for DAX queries.
What is your experience regarding pricing and costs for Pyramid Analytics?
I find the price of Pyramid Analytics to be quite reasonable, especially when compared to other tools in the industry. It is a cost-effective choice, particularly for mid-sized or larger companies ...
What needs improvement with Pyramid Analytics?
Pyramid Analytics could improve by speeding up data refresh, especially for large datasets. While it is currently an in-memory tool, efforts are underway to enhance direct connections to source sys...
What do you like most about Zoho Analytics?
Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.
What is your experience regarding pricing and costs for Zoho Analytics?
I rate the tool's pricing seven out of ten. The licensing costs are yearly.
What needs improvement with Zoho Analytics?
In Zoho Analytics, I don't think there is something that could be improved, but in Zoho itself, I have many concerns about Zoho People.
 

Also Known As

No data available
Zoho Reports
 

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
Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC
Find out what your peers are saying about Pyramid Analytics vs. Zoho Analytics and other solutions. Updated: September 2025.
869,202 professionals have used our research since 2012.