Pyramid Analytics vs ThoughtSpot comparison

Pyramid Analytics and ThoughtSpot are both solutions in the BI (Business Intelligence) Tools category. Pyramid Analytics is ranked #15 with an average rating of 7.8, while ThoughtSpot is ranked #10 with an average rating of 8.4. Pyramid Analytics holds a 0.9% mindshare in BIT, compared to ThoughtSpot’s 1.5% mindshare. Additionally, 87% of Pyramid Analytics users are willing to recommend the solution, compared to 93% of ThoughtSpot users who would recommend it.

Pyramid Analytics

Read 8 Pyramid Analytics reviews

1,228 Views
909 Comparison Views

87% willing to recommend

ThoughtSpot

Read 16 ThoughtSpot reviews

2,313 Views
1,527 Comparison Views

93% willing to recommend

Pyramid Analytics

ThoughtSpot

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Executive SummaryUpdated on Jan 1, 2025

ThoughtSpot and Pyramid Analytics compete in the analytics platform category. ThoughtSpot has the upper hand in rapid deployment and user-friendly search capabilities, while Pyramid Analytics stands out with strong data model capabilities for complex analysis.

Features: ThoughtSpot offers intuitive search-based analytics, fast data connection, and scalability, with flexible pricing based on data usage rather than user numbers. Pyramid Analytics provides extensive self-service capabilities, supports DAX queries for detailed analysis, and features dynamic report configuration with its 'swapping' functionality.

Room for Improvement: ThoughtSpot users need better visualization features, enhanced database connectivity, and more flexibility in reporting customizations. Pyramid Analytics requires improved training resources, more effective support documentation, and greater user-friendliness in data management.

Ease of Deployment and Customer Service: ThoughtSpot supports various deployment environments and is known for responsive customer service, highly rated by users for onboarding guidance. Pyramid Analytics offers similar deployment options and good customer service, but users find its training and setup complex.

Pricing and ROI: ThoughtSpot's pricing is moderately expensive, focused on data costs, offering positive ROI with time savings. Pyramid Analytics presents comparable pricing to other BI tools, being cost-effective for larger enterprises, though additional features may incur costs.

To learn more, read our detailed Pyramid Analytics vs. ThoughtSpot Report (Updated: September 2025).

Buyer's Guide

Pyramid Analytics vs. ThoughtSpot

September 2025

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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

15th

Ranking in Data Visualization

13th

Average Rating

7.6

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

No ranking in other categories

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

10th

Ranking in Data Visualization

8th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Embedded BI (5th)

Mindshare comparison

As of September 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 ThoughtSpot is 1.5%, down from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
ThoughtSpot	1.5%
Pyramid Analytics	0.9%
Other	97.6%

BI (Business Intelligence) Tools

Featured Reviews

Shyam Pendyala

Manager, BI Platforms at Refinitiv, an LSEG Business at LSEG (London Stock Exchange Group)

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.

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Sushma Polavarapu

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.

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Quotes from Members

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

Pros

"The on-premise version has quite good scalability."

"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."

"It seems quite performant in analyzing multi-dimensional information sets and presenting them."

"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."

"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 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."

"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."

"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."

"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."

"It is easy to set up the solution."

"Stability is very important, and ThoughtSpot performs well."

"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."

"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."

"The self-service analytics capabilities are unrivaled, making it a top-notch solution."

"The ability to do ad hoc explorations of data has been most valuable."

More ThoughtSpot pros

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."

"There is room for improvement in terms of documentation and examples, especially for newcomers like me who are learning both business intelligence and Pyramid."

"I find that this is quite a heavy, time-consuming tool for developers."

"I think the graphic number of charts and components could be higher, at least comparable to Brain Power BI."

"Pyramid Analytics could improve by speeding up data refresh, especially for large datasets."

"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."

"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."

"I encountered limitations mainly around UI and dashboard configuration."

"The support team gets a six out of ten. They are not as proactive."

"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."

"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."

"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."

"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."

"The one area of the solution that I do hear needs improvement is on the visualization front."

More ThoughtSpot cons

Pricing and Cost Advice

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

"I give the pricing a six out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Computer Software Company

10%

Government

10%

Manufacturing Company

Financial Services Firm

20%

Computer Software Company

11%

Manufacturing Company

10%

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	1
Large Enterprise	1

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	12

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.

See all answers

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 ...

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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...

See all answers

What is your experience regarding pricing and costs for ThoughtSpot?

The pricing is on the higher end but reasonable for what ThoughtSpot offers.

See all answers

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...

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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...

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Comparisons

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Compared 46% of the time

Tableau Enterprise vs Pyramid Analytics

Compared 17% of the time

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Compared 9% of the time

Apache Superset vs Pyramid Analytics

Compared 9% of the time

SAP BusinessObjects Design Studio vs Pyramid Analytics

Compared 7% of the time

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Microsoft Power BI vs ThoughtSpot

Compared 15% of the time

Databricks vs ThoughtSpot

Compared 14% of the time

Tableau Enterprise vs ThoughtSpot

Compared 11% of the time

Julius AI vs ThoughtSpot

Compared 6% of the time

Looker vs ThoughtSpot

Compared 6% of the time

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Product Reports

Buyer's Guide

Pyramid Analytics

August 2025

Download Pyramid Analytics product report

Buyer's Guide

ThoughtSpot

August 2025

Download ThoughtSpot product report

Overview

The BI Office from Pyramid Analytics is a web-based governed data discovery and analytics platform. It integrates the four principal functions of any comprehensive BI strategy into a single, seamless application. Users can now analyze, present, report and predict on their data in a single application. Pyramid Analytics has native apps to cover the entire mobile spectrum, iOS, Android and Windows. With BI Office users can integrate SAP data with data from other sources giving them the right tools and better data to make data-driven decisions.

Pyramid Analytics

ThoughtSpot is a powerful business intelligence tool that allows easy searching and drilling into data. Its ad hoc exploration and query-based search features are highly valued, and it is easy to set up, stable, and scalable.

The solution is used for reporting purposes, self-service BI, and embedding into other applications for customers to do self-service analytics. It helps businesses with metrics, KPIs, and important insights by sourcing data from various sources into one golden source and visualizing it in an easy way for the business to consume. The pricing model is ideal, charging for data rather than the number of users.

ThoughtSpot

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

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs

Buyer's Guide

Pyramid Analytics vs. ThoughtSpot

September 2025

Free Report: Pyramid Analytics vs. ThoughtSpot

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