Knowage vs Zoho Analytics comparison

Knowage and Zoho are both solutions in the Reporting category. Knowage is ranked #21, while Zoho is ranked #5 with an average rating of 8.1. Knowage holds a 2.0% mindshare in RT, compared to Zoho’s 2.3% 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

3,099 Views
1,519 Comparison Views

85% willing to recommend

Zoho Analytics

Read 34 Zoho Analytics reviews

5,404 Views
1,999 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: August 2026).

Buyer's Guide

Knowage vs. Zoho Analytics

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

Ranking in Reporting

21st

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

10th

Ranking in Reporting

5th

Average Rating

8.4

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Data Visualization (9th), Embedded BI (3rd)

Mindshare comparison

As of August 2026, in the Reporting category, the mindshare of Knowage is 2.0%, up from 0.9% compared to the previous year. The mindshare of Zoho Analytics is 2.3%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	2.3%
Knowage	2.0%
Other	95.7%

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.

Read full review

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

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

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

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

"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."

"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."

"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."

"I am satisfied with the product in general given what the company invested in it, which was just our time."

More Knowage pros

"The data visualization features of Zoho Analytics have helped me improve decision making for my customers, and I could assess the impact of Zoho Analytics' AI-driven insights on the strategic initiatives of my customers."

"Personally, I am completely satisfied with Zoho Analytics and it is definitely a product I recommend."

"The collaborative features in Zoho Analytics have fostered data-driven decision-making within my team and our customers' teams by enabling seamless communication and shared insights."

"The solution’s dashboard is very good."

"The AI called Zia in Zoho Analytics is extremely useful—whenever I build a chart or dashboard, I can generate a summary of insights using this AI tool, which is very convenient for both leadership and manager level teams to understand the data concepts."

"As a product analyst, one of the best features in Zoho Analytics is its ability to allow stakeholders to access raw data for any kind of metric I've created, significantly reducing my dependency to share data sets repeatedly, saving a lot of time."

"Unlike other data programs, Zoho was fairly intuitive and allowed us to get started on our work with minimal training."

"The major benefit of using Zoho Analytics in our organization is that before implementation, we didn't have any insights or data security and integration capabilities."

More Zoho Analytics pros

Cons

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

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

"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."

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

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

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

"We expected the community to be bigger than what it currently is."

More Knowage cons

"The hourly pricing needs improvement."

"I remember that cleaning up data was a challenge, and on several occasions we had to upload data sets again after making changes in another program."

"The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis."

"The improvement needed is regarding the number of API calls. Currently, Zoho Analytics only allows us to update data hourly. It would be much better to have updates more frequently every half an hour."

"The solution does not provide call center facilities for customer support."

"In terms of improvement, they have a limited number of graphs available in their store. They should come up with more graph style forms. They should have more charts and at the same time, you can't create panels like with Microsoft BA."

"They should provide white labeling with a cheaper option."

"There should be more types of graphics available for use in the reports."

More Zoho Analytics 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 would recommend looking at your usage and whether the Zoho One license model would work for your organisation. It is very cost effective if you use other Zoho tools."

"I rate the tool's pricing seven out of ten. The licensing costs are yearly."

"The product's licensing is reasonable."

"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."

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

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

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

"It is very reasonable, and it gives me a good return on investment. Compared to other tools, it is the best choice in terms of pricing."

More Zoho Analytics pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

25%

Manufacturing Company

University

Marketing Services Firm

Construction Company

18%

Financial Services Firm

10%

Computer Software Company

Outsourcing 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	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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Compared 6% of the time

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Product Reports

Buyer's Guide

Knowage

July 2026

Download Knowage product report

Buyer's Guide

Zoho Analytics

July 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

August 2026

Free Report: Knowage vs. Zoho Analytics

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