Knowage vs ThoughtSpot comparison

Knowage and ThoughtSpot are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #34, while ThoughtSpot is ranked #12 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 94% of ThoughtSpot users who would recommend it.

Knowage

Read 18 Knowage reviews

3,099 Views
2,262 Comparison Views

85% willing to recommend

ThoughtSpot

Read 19 ThoughtSpot reviews

6,082 Views
4,136 Comparison Views

94% willing to recommend

Knowage

ThoughtSpot

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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: August 2026).

Buyer's Guide

Knowage vs. ThoughtSpot

August 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 (21st)

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

12th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Visualization (11th), Embedded BI (4th)

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.5% compared to the previous year. The mindshare of ThoughtSpot is 1.7%, up from 1.6% 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

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.

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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.

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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

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

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

"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."

"Customer Service: Excellent."

"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."

"We can easily do our own customizations."

"Nice features available in SpagoBI compared with other open-source BI are Auditing, Collaborative BI, Query By Example, and User Profiling."

"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."

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."

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

"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."

"ThoughtSpot excels in being self-service oriented, allowing users who aren't developers to easily create their own reports and visualizations, making it very intuitive."

"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."

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

"The initial setup was very straightforward."

More ThoughtSpot pros

Cons

"I encountered a lot of issues when I tried to integrate the map in order to realize Intelligent Location Dashboards."

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

"We had stability issues."

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

"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 demands of some jobs would slow Spago and lock the site, preventing any other job from processing."

"We are not happy with the poor graphic user interface. It looks a bit old and sometimes it is not properly user friendly."

More Knowage cons

"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 visualizations and the customizations abilities for those visualizations."

"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."

"If I want to order columns, this feature is not there."

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

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

"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."

"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."

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

24%

Manufacturing Company

University

Retailer

Financial Services Firm

14%

Manufacturing Company

10%

Computer Software Company

Construction 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	17

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?

The pricing, setup cost, and licensing for ThoughtSpot are competitive, and it is a very user-friendly tool compared to its competitors. Setting it up was easy and straightforward.

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What needs improvement with ThoughtSpot?

The customizability of the visualization live boards should be improved. Additional support for more data warehouse systems is needed, as data does not always match sometimes. Sophisticated data mo...

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What is your primary use case for ThoughtSpot?

My name is Peter Chemo, a Financial Analyst at Nesto. One of the major challenges that ThoughtSpot solves is reducing the dependency on data teams for reports and insights. ThoughtSpot also integra...

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Compared 5% of the time

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Microsoft Power BI vs ThoughtSpot

Compared 7% of the time

Embeddable vs ThoughtSpot

Compared 4% of the time

Sigma vs ThoughtSpot

Compared 4% of the time

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Product Reports

Buyer's Guide

Knowage

August 2026

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Buyer's Guide

ThoughtSpot

July 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

August 2026

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