Mode Enterprise vs Zoho Analytics comparison

Why PeerSpot?

Mode and Zoho are both solutions in the BI (Business Intelligence) Tools category. Mode is ranked #30 with an average rating of 6.7, while Zoho is ranked #9 with an average rating of 8.1. Mode holds a 1.0% mindshare in BIT, compared to Zoho’s 1.5% mindshare. Additionally, 85% of Mode users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

Mode Enterprise

Read 7 Mode Enterprise reviews

3,396 Views
2,411 Comparison Views

85% willing to recommend

Zoho Analytics

Read 34 Zoho Analytics reviews

6,962 Views
4,316 Comparison Views

97% willing to recommend

Mode Enterprise

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

Zoho Analytics and Mode Enterprise compete in the business intelligence and analytics category. Based on data, Zoho excels in pricing and customer support, whereas Mode Enterprise is preferred for its feature depth, justifying its cost.

Features: Zoho Analytics offers comprehensive data integration, pre-built connectors for popular databases, and facilitates straightforward analysis. Mode Enterprise features advanced SQL capabilities, automatic reporting, and customizable graphs, appealing to technically inclined users.

Room for Improvement: Zoho could enhance its feature depth to match more sophisticated needs, improve its SQL functionality for advanced user demands, and increase customization options in reports. Mode Enterprise could improve ease of deployment, offer more intuitive onboarding tools, and expand its pre-built visualization types.

Ease of Deployment and Customer Service: Zoho offers a friendly deployment process with robust support, helpful onboarding tools, and active assistance. Mode Enterprise requires more complex deployment but provides technical support focused on expert users, which leads to a learning curve that some may find challenging.

Pricing and ROI: Zoho is recognized for competitive pricing and a relatively high ROI, thanks to lower setup costs and accessible subscription plans. Mode Enterprise, priced higher, provides value through sophisticated analytical capabilities, justifying its cost for those needing advanced features.

To learn more, read our detailed Mode Enterprise vs. Zoho Analytics Report (Updated: November 2026).

Buyer's Guide

Mode Enterprise vs. Zoho Analytics

November 2026

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Helped 921,665 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

Mode Enterprise

Ranking in BI (Business Intelligence) Tools

30th

Average Rating

7.2

Reviews Sentiment

4.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

9th

Average Rating

8.4

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Reporting (6th), Data Visualization (10th), Embedded BI (3rd)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Mode Enterprise is 1.0%, up from 0.6% compared to the previous year. The mindshare of Zoho Analytics is 1.5%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	1.5%
Mode Enterprise	1.0%
Other	97.5%

BI (Business Intelligence) Tools

Featured Reviews

Shivkumar Targude

Senior Software Engineer at a tech services company with 1,001-5,000 employees

Custom cohort dashboards have transformed customer tracking but still need richer built‑in visuals

From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams. For specific visualizations, we currently need to use Python and JavaScript combinations to create great visualizations such as cohort analysis. If these visualizations were added by default to Mode Enterprise, it would be beneficial for all of us. There are common visualizations that are not currently in Mode Enterprise but should be added. There are advantages and disadvantages to the current state. The advantages mainly include the ability to combine all datasets, which definitely reduces time. Because Python and JavaScript are supported, we can develop cohort dashboards, which many other BI tools do not support. Mode Enterprise supports cohort dashboards, which is a significant advantage.

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

"I have used many other BI tools, but when I compare other BI tools with Mode Enterprise, I find it more interesting because it supports Amazon Redshift and cloud-related technology as well as some static-related technology, and it also supports customization through coding with JavaScript and Python."

"Mode Enterprise has positively impacted my organization by making data analysis and reporting much faster."

"The solution is simple for people from a viewing perspective, not a coding perspective."

"The most valuable feature I would say is the flexibility in editing."

"The most important feature of the solution is the ability to run Python-based scripts."

"The tool helps to catch results and review them."

"Mode Enterprise positively impacted my organization with its clean visualization and slightly faster response times."

"The best feature is that in the same tool, we can use SQL and business intelligence capabilities."

"We can create advanced-level reports with the tool. We can get data from different Zoho applications and also from other third-party applications. We can create schedules for syncing data from third parties to Zoho Analytics. We can also use table queries for getting data from more than one table."

"Its a fast tool to assist companies who do not want to spend on software developments."

"We use the solution for financial and sales analytics. It brings data from our IT incident management tool. Hence, we have three business use cases for IT support, sales and financials."

"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."

"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."

"For $50/mo we are saving dozens of hours of staff-time and making better decisions."

"It provides insights into leads, information about the team and about various sales activities. The graphical representations in the form of charts is excellent."

More Zoho Analytics pros

Cons

"From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams."

"The data visualization is cumbersome in Mode Analytics. I want the solution to add a map that has an easy interface. The UI is slow sometimes."

"When I talk about improving Mode Enterprise, I would specifically like to address the need for easier drag-and-drop report creation, better self-service analysis for non-SQL queries, and improved sharing collaboration."

"I think in terms of User Interface, I would say it can be better."

"Mode Enterprise can be improved by reducing the cost, as I think the enterprise version is much costlier."

"Mode Analytics needs to improve the overall user experience."

"The solution could run faster."

"I would let the users delete and copy as many cells as they want. It is absolutely uncomfortable for me to do it one by one."

"The support team doesn't have full awareness of the system capabilities."

"The platform's pricing needs improvement."

"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."

"It should have more options for graphics, if it stayed with the quality of graphs of excel, would be great."

"Regarding stability and reliability, Zoho Analytics has multiple bugs. One significant issue is that you cannot create multiple charts with the same name."

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

"A higher degree of artificial intelligence could be included in this solution. The data and overall insights could be improved."

More Zoho Analytics cons

Pricing and Cost Advice

"The pricing is per user."

"My decision-maker found the pricing expensive, but it is okay for me."

"Mode Analytics is cheap compared to other tools."

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

"The product is expensive."

"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."

"The product's licensing is reasonable."

"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."

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

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

"The price is high. The solution advertises that it provides products for 55 AED per user, but these products contain only the basic features. Most of the features are locked. The version of the product that includes Zoho Analytics costs around 199 AED per user per month."

More Zoho Analytics pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

18%

Comms Service Provider

13%

Outsourcing Company

11%

Financial Services Firm

Construction Company

15%

Outsourcing Company

10%

Financial Services Firm

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	4

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	4
Large Enterprise	5

Questions from the Community

What needs improvement with Mode Analytics?

When I talk about improving Mode Enterprise, I would specifically like to address the need for easier drag-and-drop report creation, better self-service analysis for non-SQL queries, and improved s...

See all answers

What is your primary use case for Mode Analytics?

My main use case for Mode Enterprise is querying and analyzing business data using SQL, where I create reports and dashboards that support ad hoc analysis and decision making. A specific example of...

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What advice do you have for others considering Mode Analytics?

On a scale of one to ten, I would rate Mode Enterprise as a seven. I chose seven out of ten because my experience is mostly positive, but there are a few things that can be fixed, and I believe tha...

See all answers

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...

See all answers

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 th...

See all answers

Comparisons

Tableau Enterprise vs Mode Enterprise

Compared 9% of the time

Microsoft Power BI vs Mode Enterprise

Compared 8% of the time

Raycast vs Mode Enterprise

Compared 7% of the time

Looker Studio vs Mode Enterprise

Compared 5% of the time

Hex vs Mode Enterprise

Compared 4% of the time

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Tableau Enterprise vs Zoho Analytics

Compared 10% of the time

Microsoft Power BI vs Zoho Analytics

Compared 7% of the time

Oracle Analytics Cloud vs Zoho Analytics

Compared 6% of the time

Oracle OBIEE vs Zoho Analytics

Compared 5% of the time

Databox vs Zoho Analytics

Compared 3% of the time

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Product Reports

Buyer's Guide

BI (Business Intelligence) Tools

October 2026

Download Mode Enterprise product report

Buyer's Guide

Zoho Analytics

October 2026

Download Zoho Analytics product report

Also Known As

No data available

Zoho Reports

Overview

Mode Enterprise offers flexible editing, Python script support, and an intuitive design. Seamlessly extracting data from platforms like Amazon Redshift and MySQL, it enhances analysis and reporting efficiency while saving time without intensive technical skills.

Mode Enterprise is known for its clean, responsive interface and robust visualization capabilities. Supporting SQL-based querying, it facilitates custom dashboard creation and data governance. Users benefit from Python and R integration for advanced analysis. The platform overcomes manual reporting challenges by automating data extraction and visualizations, while also allowing for personalization through developer assistance. Despite minor limitations in speed, design, and cost-efficiency, Mode Enterprise remains a preferred choice for its efficient performance.

What are the key features of Mode Enterprise?

Flexible Editing: Enhances accessibility across teams.
Python & R Support: Enables deep analytical capabilities.
SQL-Based Querying: Streamlines database interactions.
Custom Dashboards: Tailors solutions for business needs.

What benefits can users see in reviews?

Time Efficiency: Reduces manual efforts with automation.
Increased Accuracy: Minimizes reporting errors.
Accelerated Analysis: Shortens data interpretation periods.

In industries such as e-commerce and finance, Mode Enterprise is used to create dashboards for customer behavior analysis and transaction reporting. Teams leverage its capabilities for macro and micro evaluations. However, some encounter loading delays and chart capacity limits during peak operations.

Mode

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

Lyft, Zenefits, Twitch, Trello, Clover, Grovo, CrowdFlower, Segment, Everlane, Pocket, Highfive

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

Buyer's Guide

Mode Enterprise vs. Zoho Analytics

November 2026

Free Report: Mode Enterprise vs. Zoho Analytics

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