Knowage vs Zoho Analytics comparison

Knowage and Zoho are both solutions in the Reporting category. Knowage is ranked #23, while Zoho is ranked #6 with an average rating of 8.0. Knowage holds a 2.0% mindshare in RT, compared to Zoho’s 2.2% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

Knowage

Read 18 Knowage reviews

2,522 Views
1,261 Comparison Views

85% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

4,444 Views
1,644 Comparison Views

97% willing to recommend

Knowage

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Knowage and Zoho Analytics are both major competitors in the business intelligence and analytics domain. Knowage is preferred for its customizability and cost efficiency, serving firms that seek open-source solutions. Zoho Analytics stands out for its wide range of advanced features and smooth integration capabilities, attracting businesses that prioritize ease of use.

Features: Knowage offers a modular approach enabling custom analytics solutions, and supports extensive data visualization and seamless integration with reports such as Jasper. Its open-source nature is appealing for customizable applications. Zoho Analytics provides advanced data visualization with powerful dashboards, integrated SQL support, and easy connectivity with other Zoho products, facilitating comprehensive analytical functions.

Room for Improvement: Knowage's interface might be challenging for users unfamiliar with its system, it could benefit from enhanced user experiences, and more robust out-of-the-box support options. Zoho Analytics could improve by expanding API integrations, simplifying complex visualization processes, and optimizing its cost structure for smaller businesses.

Ease of Deployment and Customer Service: Knowage requires technical expertise for deployment due to its complexity but allows detailed customization, making it suitable for businesses with strong tech resources. Zoho Analytics offers a cloud-based solution with easy deployment and strong customer service support, providing a streamlined setup for users with varying expertise levels.

Pricing and ROI: The open-source nature of Knowage reduces initial costs, suitable for businesses with in-house technical skills seeking cost-effective options. Zoho Analytics operates on a subscription model with higher initial expenses but promises significant ROI through scalability and integration, offering value for businesses needing comprehensive analytic features.

To learn more, read our detailed Knowage vs. Zoho Analytics Report (Updated: June 2026).

Buyer's Guide

Knowage vs. Zoho Analytics

June 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

32nd

Ranking in Reporting

23rd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

8th

Ranking in Reporting

6th

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Data Visualization (8th), Embedded BI (2nd)

Mindshare comparison

As of June 2026, in the Reporting category, the mindshare of Knowage is 2.0%, up from 0.8% compared to the previous year. The mindshare of Zoho Analytics is 2.2%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	2.2%
Knowage	2.0%
Other	95.8%

Reporting

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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Vedhanayagam R

Data Analyst at Mobolution

Has supported trend analysis and forecasting but needs major fixes in customization and reliability

There are some areas where Zoho Analytics needs improvement compared to Power BI. Uploading and interpreting data inside the interface needs enhancement. While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations. I usually prepare data in Excel before uploading it to Zoho Analytics. The charts in Zoho Analytics are not as customizable as in Power BI. While all chart types are available, they can only be modified at a basic level, not an advanced level. Though trend analysis features are provided, creating anything out of the box is challenging.

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

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

"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."

"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."

"We can easily do our own customizations."

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

"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."

"The most valuable features to us are application implementation, development, and analysis."

"Our customers really appreciate the self-service BI functionalities."

More Knowage pros

"Zoho Reports makes it easier and quicker for us to create insightful visualisations, and the interactive visualisations can be shared very easily with colleagues and customers, which has made things easier and allowed us to deliver more value to our customers."

"The initial setup is straightforward."

"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."

"What I appreciate most about Zoho Analytics is the pivot table functionality, as in the pivot table and scheduler table, if we want data in one report, we can use an SQL query and get data from different modules."

"The artificial intelligence capabilities that Zoho Analytics provides gives customers excellent insights into their business."

"I like the way I can share dashboards and embed dashboards. I normally use embedding. So, I create a dashboard, and I embed it into specific websites. Sharing of the dashboard is seamless, and it is easier than any other visualization platform, even Tableau."

"It's a very strong analytics tool."

"The integration interface is very easy to use and allows you to directly connect to a variety of APIs."

More Zoho Analytics pros

Cons

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

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

"Many things need to be improved, most of all robustness."

"We had stability issues."

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

"Tomcat configuration was tricky in earlier versions."

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

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

More Knowage cons

"The tool needs to improve analysis and add more features."

"However we do not like proposed UI changes and find that in general as a vendor Zoho is rather unresponsive to feedback from its customers."

"The ability to copy a full database is lacking, making it difficult to create test environments."

"Query builder guidance/steps for beginners who need to write actual queries"

"Zoho Analytics can improve by offering more options in the reports, as there are situations where the types of reports offered are a little limited, and I would like additional types of reports along with more functions in the SQL for queries."

"There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."

"The hourly pricing needs improvement."

"This solution does not support manufacturing facilities."

More Zoho Analytics 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."

"This solution is reasonable as far as pricing is concerned."

"The tool's pricing is similar to other Zoho applications and is affordable."

"The pricing is okay. It is fair compared to the market."

"For one license the pricing is about $35 a user."

"An exact ROI is hard to calculate. However, we have definitely made sales that would have been much harder, or unlikely, as a result of the speed with which we were able to prepare comprehensive analysis."

"I don't feel that price is an issue for this product."

"Zoho Analytics costs $ 4,200 per month, billed yearly."

"The product's licensing is reasonable."

More Zoho Analytics pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

20%

University

Marketing Services Firm

Manufacturing Company

Construction Company

16%

Financial Services Firm

10%

Computer Software 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	28
Midsize Enterprise	4
Large Enterprise	5

Questions from the Community

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What is your experience regarding pricing and costs for Zoho Analytics?

Compared to other analytic tools, Zoho Analytics is cost-effective. The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power ...

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What needs improvement with Zoho Analytics?

For our strategic initiatives, the AI functionality is not useful because it cannot provide requirement-specific insights. It only gives an overview of the report. One major issue I face in Zoho An...

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What is your primary use case for Zoho Analytics?

We are using an HRMS tool, Zoho People. We use automations for our people's convenience. We use automations in Zoho People. For insights regarding Zoho People data, we use Zoho Analytics. In the HR...

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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 5% of the time

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Tableau Enterprise vs Zoho Analytics

Compared 9% of the time

Microsoft Power BI vs Zoho Analytics

Compared 7% of the time

Oracle Analytics Cloud vs Zoho Analytics

Compared 5% of the time

Oracle OBIEE vs Zoho Analytics

Compared 4% of the time

Qlik Sense vs Zoho Analytics

Compared 3% of the time

More Zoho Analytics Competitors

Product Reports

Buyer's Guide

Knowage

June 2026

Download Knowage product report

Buyer's Guide

Zoho Analytics

May 2026

Download Zoho Analytics product report

Also Known As

SpagoBI

Zoho Reports

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

Zoho Analytics provides a robust platform for data visualization and analysis, integrating seamlessly with Zoho applications and external APIs to facilitate efficient data management and reporting.

Zoho Analytics stands out with its intuitive web-based interface that simplifies creating graphs, pivot tables, and interactive dashboards. It empowers businesses with powerful AI features like Zia, supporting over 100 data connectors for comprehensive analytics. The platform enhances decision-making through predictive analysis and automation, promoting efficient teamwork and data management. While it excels in many areas, users note some limitations in data visualization and report customization, complexity in query language, and the need for better support and improved external data connectivity. Enhancements in these areas could further elevate its functionality and user satisfaction.

What features set Zoho Analytics apart?

Intuitive Graphs: Simplifies creation with a user-friendly web-based interface.
AI Features: Zia provides insights and predictive analysis.
Data Connectors: Over 100 connectors facilitate data integration.
Dashboards: Interactive designs allow customizable visualizations.
Automation: Saves time by streamlining report creation processes.

What benefits and ROI should users expect?

Efficient Data Management: Streamlines integration from multiple sources.
Enhanced Decision-Making: Predictive analytics supports strategic planning.
Time Savings: Automates complex reporting tasks, boosting productivity.

In financial, sales, and CRM analytics, Zoho Analytics is utilized for process improvement by consolidating data from sources like Zoho CRM, People, and SalesIQ. It aids organizations in forecasting, monitoring trends, optimizing operations, and analyzing HR data. Companies benefit from its ability to present real-time reports and visualizations, supporting informed business activities.

Zoho

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

Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC

Buyer's Guide

Knowage vs. Zoho Analytics

June 2026

Free Report: Knowage vs. Zoho Analytics

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