Knowage vs ThoughtSpot comparison

Why PeerSpot?

Knowage and ThoughtSpot are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #34, while ThoughtSpot is ranked #7 with an average rating of 8.4. Knowage holds a 1.1% mindshare in BIT, compared to ThoughtSpot’s 1.6% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 95% of ThoughtSpot users who would recommend it.

Knowage

Read 18 Knowage reviews

3,548 Views
2,590 Comparison Views

85% willing to recommend

ThoughtSpot

Read 21 ThoughtSpot reviews

6,739 Views
4,583 Comparison Views

95% willing to recommend

Knowage

ThoughtSpot

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Knowage and ThoughtSpot are competing in the analytics platform category, focusing on data visualization and business intelligence. ThoughtSpot appears to have the upper hand due to its advanced analytics capabilities that justify its higher cost.

Features: Knowage is an open-source platform allowing extensive customization, seamless integration options, and the ability to embed into other applications, providing flexible solutions for businesses. ThoughtSpot offers AI-driven analytics, a search-based interface, and fast ad hoc data exploration, empowering decision-makers with its intuitive usability.

Room for Improvement: Knowage could improve its ease of deployment, requiring less in-house technical expertise and offering better customer support. Enhancing its report deployment and addressing integration hurdles remain crucial. ThoughtSpot can refine its pricing model to be more cost-effective for small businesses and improve its data modeling features for novice users. Support for real-time data updates and reduced dependency on substantial initial setup could also be beneficial.

Ease of Deployment and Customer Service: Knowage's open-source deployment suits IT-savvy teams but may demand more technical expertise, leading to varied customer service experiences. ThoughtSpot offers streamlined deployment with professional support, ensuring smooth integration and appealing to organizations needing dedicated service.

Pricing and ROI: Knowage's low initial setup costs and open-source nature offer a favorable ROI for budget-conscious entities. ThoughtSpot's higher initial investment promises greater long-term returns due to its advanced capabilities, making it a worthy investment for companies focusing on high-return analytics outcomes.

To learn more, read our detailed Knowage vs. ThoughtSpot Report (Updated: September 2026).

Buyer's Guide

Knowage vs. ThoughtSpot

September 2026

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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

Knowage

Ranking in BI (Business Intelligence) Tools

34th

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (22nd)

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

7th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Visualization (7th), Embedded BI (2nd)

Mindshare comparison

As of September 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.7% compared to the previous year. The mindshare of ThoughtSpot is 1.6%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
ThoughtSpot	1.6%
Knowage	1.1%
Other	97.3%

BI (Business Intelligence) Tools

Featured Reviews

Albert Masanja

Margin Assurance Analyst at a comms service provider with 1,001-5,000 employees

A stable open source suite for modern business analytics with a useful replication feature

It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products.

Read full review

Purity Wairimu

Financial Analyst at Nestlé

Self-service analytics has empowered teams and now drives faster data-driven decisions

I have an experience of four years using ThoughtSpot. ThoughtSpot is very easy to use. Even non-technical users find it very easy to use and user-friendly. Some of the best features ThoughtSpot offers are innovation, ease of use, and data analytics. Reporting development is also pretty easy, making complex formulas slightly easier. Additionally, dashboarding for non-technical people, easy search of data, ease of getting insights, AI-driven analytics, and the ability to easily build charts are highlights. ThoughtSpot also offers data connection with live data sources. ThoughtSpot's scalability is impressive; it can handle large data easily, and performance has been powerful and reliable. The AI-driven analytics capabilities in ThoughtSpot help to predict future outcomes and are very helpful in tracking data, and performance is great.

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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

"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."

"Instead of just relying on emails to disperse our reports, having a central server to do this for us has helped our organization and has pushed us into a better place."

"It improves sales and products, which motivates employees."

"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."

"Customer Service: Excellent."

"The embedding feature is great."

"SpagoBI makes delivering reports to our clients very easy."

"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."

More Knowage pros

"The best feature is usability from the customer and client perspective, and while Power BI requires a dedicated developer to create reports, ThoughtSpot is really easy to work with, connects seamlessly with other databases, and refreshes large datasets in just 10-15 seconds compared to Power BI's half-hour delay."

"It is easy to set up the solution."

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

"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."

"ThoughtSpot has helped my team by reducing the workload of each of our team members by 4-8 hours per week, which we no longer have to spend on ad hoc requests."

"It's easy to drill down or expand data to get more details right out of the box."

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

"They have implemented something called Spotter, which provides the end user with a Google-style analytics solution to deliver quick insights without extensive training or requiring an analyst for reports."

More ThoughtSpot pros

Cons

"There are additional features such as Data Integration, Data Visualization, MobileBI, Cloud BI, Data enrichment and massaging should be implemented in the next release."

"The support is very meager: We had to break our heads to figure out everything"

"We had stability issues."

"Tomcat configuration was tricky in earlier versions."

"I faced difficulties when using the email feature and documentation was scant."

"It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."

"The dashboard components could be better. They could do a lot more."

"As all software and especially the open-source ones have always something that can work better, in this case, SpagoBI is slightly difficult to implement."

More Knowage cons

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

"Currently, we notice a bug in ThoughtSpot when Spotter joins different data sets extracted from Snowflake or produced by SQL."

"The speed of ThoughtSpot could be improved."

"In terms of features, I'd like to be able to pivot data - for example, going from rows to columns. It's not easy to do."

"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."

"Although it's a very nice feature to have, I don't think that is something which can survive alone."

"ThoughtSpot needs to improve because all visualization tools such as Power BI and other BI tools are also using AI to make dashboard creation more efficient."

"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."

More ThoughtSpot cons

Pricing and Cost Advice

"Knowage is open-source, and an enterprise edition is also available."

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."

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

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Top Industries

By visitors reading reviews

Construction Company

22%

Outsourcing Company

12%

Comms Service Provider

Marketing Services Firm

Financial Services Firm

13%

Manufacturing Company

Outsourcing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	1
Large Enterprise	19

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?

My experience with pricing, setup cost, and licensing is that I was not part of the pricing discussions. One thing I can provide is that they are being very flexible with the limits, and they also ...

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What needs improvement with ThoughtSpot?

ThoughtSpot could be improved in that the only part where ThoughtSpot is lacking compared to the more traditional players such as Tableau and Power BI is regarding the options with the visualizatio...

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What is your primary use case for ThoughtSpot?

My main use case for ThoughtSpot is to provide self-service analytics capabilities for our company and the business stakeholders. As the manager of the data analytics team, we are managing ThoughtS...

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Comparisons

Tableau Enterprise vs Knowage

Compared 8% of the time

Pentaho Business Analytics vs Knowage

Compared 7% of the time

Procurify vs Knowage

Compared 6% of the time

Microsoft Power BI vs Knowage

Compared 5% of the time

Oracle OBIEE vs Knowage

Compared 4% of the time

More Knowage Competitors

Tableau Enterprise vs ThoughtSpot

Compared 8% of the time

Microsoft Power BI vs ThoughtSpot

Compared 7% of the time

Omni vs ThoughtSpot

Compared 7% of the time

Embeddable vs ThoughtSpot

Compared 4% of the time

Qlik Sense vs ThoughtSpot

Compared 4% of the time

More ThoughtSpot Competitors

Product Reports

Buyer's Guide

Knowage

September 2026

Download Knowage product report

Buyer's Guide

ThoughtSpot

August 2026

Download ThoughtSpot product report

Also Known As

SpagoBI

No data available

Overview

Knowage is an open-source business intelligence suite offering features like engine concepts and report customization. It's favored for its integration capabilities and self-service BI functionality, allowing users to leverage cross-platform access and conduct comprehensive data analysis.

Knowage stands out in the BI landscape by providing tools that facilitate autonomous data exploration, with an emphasis on flexibility and extensive integration options. With capabilities for embedding reports and dynamic dashboards, it supports various analysis needs through integration with databases and tools like Jasper and BIRT. Despite its technical complexity and interface limitations, Knowage's features such as GIS integration and big data visualization enhance operational efficiency and profitability analysis.

What are the key features of Knowage?

Powerful engines: Facilitate complex data processing with high efficiency.
Report customization: Tailor reports to meet specific business requirements.
Cross-platform access: Enable data accessibility across different devices.
Open-source: Leverage the flexibility and cost-effectiveness of open-source solutions.
Embedding capabilities: Integrate seamlessly with tools like Jasper for enhanced functionality.
Python support: Use Python for advanced data correlation and analyses.
GIS integration: Incorporate geographical data for enriched insights.

What benefits should you consider in reviews?

Increased efficiency: Streamlined report deployment and big data visualization.
Comprehensive analysis: Tools for evaluating activities and profitability.
Data export options: Support for exporting data in preferred formats simplifies reporting tasks.
Operational cost savings: Eliminates the need for third-party BI solutions.

In the healthcare and financial sectors, Knowage is used for deriving insights from health data warehouses and performing financial analyses. Companies use it to create dashboards and reports from MySQL databases, embedding them for wider distribution, and enabling effective resource evaluation and decision-making.

Knowage

ThoughtSpot offers analytics through a user-friendly interface, empowering non-technical users to explore data swiftly with AI-driven insights and search-based analytics, making data access and modeling efficient.

ThoughtSpot is designed for intuitive data exploration, enabling users to generate custom analytics and reports without deep technical expertise. Its strength lies in natural language processing, scalability, and seamless data connectivity. Customizable dashboards and interactive visualizations help organizations in effective decision-making. The emphasis on self-service analytics supports real-time data queries and enhanced data modeling. While popular for its quick insights, users note a steep learning curve and complex UI, seeking more customization options, better connectivity, and visualization features. Price and usability challenges, along with desires for improved dashboard stability and integration, are noted for large enterprise deployments.

What are ThoughtSpot's key features?

User-Friendly Interface: Enables non-technical users to explore data with ease through search-based analytics.
AI-Driven Insights: Utilizes powerful AI for fast, accurate data modeling and insight generation.
Natural Language Processing: Allows users to perform powerful analyses using everyday language.
Scalability: Supports large-scale data operations for growing enterprises.
Data Connectivity: Offers swift integration with data sources for seamless analytics operations.
Customizable Dashboards: Provides options for personalized and interactive data visualizations.
Self-Service Analytics: Empowers teams to create and analyze reports independently.

What benefits and ROI should users look for?

Reduced IT Dependency: Facilitates self-service for quicker analytics without IT intervention.
Informed Decision Making: Interactive visualizations and insights support strategic planning.
Time Efficiency: Quick data connectivity and AI-driven insights save valuable time.
Customization Flexibility: Offers users control over dashboard layouts and visualizations.
Improved Data Exploration: Easy access to data analysis boosts operational insights.

Industries leverage ThoughtSpot for self-service analytics, driving marketing, sales, and business intelligence operations. Companies benefit from its real-time data connectivity with modern data cloud platforms, enhancing internal operations through scalable data analysis. Non-technical users are empowered to perform ad-hoc analysis, data exploration, and visualize KPIs, optimizing strategic workflows across sectors.

ThoughtSpot

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital

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

Buyer's Guide

Knowage vs. ThoughtSpot

September 2026

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