Knowage vs ThoughtSpot comparison

Why PeerSpot?

Knowage and ThoughtSpot are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #32, while ThoughtSpot is ranked #5 with an average rating of 8.4. Knowage holds a 1.1% mindshare in BIT, compared to ThoughtSpot’s 1.7% 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

4,165 Views
2,957 Comparison Views

85% willing to recommend

ThoughtSpot

Read 21 ThoughtSpot reviews

7,666 Views
5,213 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: November 2026).

Buyer's Guide

Knowage vs. ThoughtSpot

November 2026

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Helped 920,769 peers since 2012

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

32nd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (22nd)

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

5th

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 November 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 1.7%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
ThoughtSpot	1.7%
Knowage	1.1%
Other	97.2%

BI (Business Intelligence) Tools

Featured Reviews

AbdulshukoorMohammed

General Manager Information Technology & Enterprise Applications Manager at OXFORD HOLDING

Easy to customize, cross-platform capable, and very stable

The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.

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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.

Read full review

Quotes from Members

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

Pros

"It's very easy to get the historical reports you need based on the business requirements and this helps our executives for taking decisions."

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

"We can easily do our own customizations."

"Being able to schedule necessary jobs needed for production jobs and programming run times"

"The embedding feature is great."

"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."

"I would use SpagoBI if a company wants to use a free tool that has enough features."

"The most valuable feature of SpagoBI is that it is open source and 100% free without limits."

More Knowage pros

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

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

"It is easy to set up the solution."

"The tool is user-friendly for the end users."

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

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

"I would recommend ThoughtSpot because I had a good experience working with it."

"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."

More ThoughtSpot pros

Cons

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

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

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."

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

"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."

"When it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports."

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

"Yes, using Mobile and Desktop Editions, we would sometimes need to restart the service."

More Knowage cons

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

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

"The visualization customization needs improvement."

"A customized visualization is lacking in this product."

"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."

"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 prediction model needs improvement. While NLQ is working perfectly fine and the data understanding capabilities of ThoughtSpot are good, there is room for improvement."

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

More ThoughtSpot cons

Pricing and Cost Advice

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

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

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

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Top Industries

By visitors reading reviews

Construction Company

19%

Outsourcing Company

10%

Manufacturing Company

10%

Comms Service Provider

Financial Services Firm

12%

Manufacturing Company

Outsourcing Company

Comms Service Provider

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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Earn 20 points

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

Omni vs ThoughtSpot

Compared 6% of the time

Microsoft Power BI vs ThoughtSpot

Compared 6% of the time

Embeddable vs ThoughtSpot

Compared 4% of the time

Qlik Sense vs ThoughtSpot

Compared 3% of the time

More ThoughtSpot Competitors

Product Reports

Buyer's Guide

Knowage

October 2026

Download Knowage product report

Buyer's Guide

ThoughtSpot

October 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

November 2026

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