Mode Enterprise vs Zoho Analytics comparison

Mode and Zoho are both solutions in the BI (Business Intelligence) Tools category. Mode is ranked #32 with an average rating of 6.5, while Zoho is ranked #10 with an average rating of 8.1. Mode holds a 0.9% mindshare in BIT, compared to Zoho’s 1.4% mindshare. Additionally, 83% of Mode users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

Mode Enterprise

Read 6 Mode Enterprise reviews

2,374 Views
1,804 Comparison Views

83% willing to recommend

Zoho Analytics

Read 34 Zoho Analytics reviews

5,404 Views
3,296 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: August 2026).

Buyer's Guide

Mode Enterprise vs. Zoho Analytics

August 2026

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Helped 909,647 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

32nd

Average Rating

7.4

Reviews Sentiment

4.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

10th

Average Rating

8.4

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Reporting (5th), Data Visualization (9th), Embedded BI (3rd)

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Mode Enterprise is 0.9%, up from 0.5% compared to the previous year. The mindshare of Zoho Analytics is 1.4%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	1.4%
Mode Enterprise	0.9%
Other	97.7%

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.

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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

"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."

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

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

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

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

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

"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."

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

"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."

"It's a very strong analytics tool."

"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."

"Scheduling of reports and dashboards is the most valuable feature of Zoho Analytics."

"The benefits I've seen from using Zoho Analytics include saving time; this is the most important benefit for me as I don't need to do my analytics or revisit a report repeatedly every month or according to the frequency of the requirement."

"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."

More Zoho Analytics pros

Cons

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

"The solution could run faster."

"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."

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

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

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

"The navigation on the interface is not intuitive."

"I like the solution's Query Table feature which helps me write SQL queries. We can get data from different tables and then use it to create reports."

"It would be great to have more user input fields which can be used on dashboards."

"One major issue I face in Zoho Analytics is related to pivot tables. When using two text fields, such as client and project, with numerical data, sorting becomes impossible."

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

"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."

"I would like them to improve the AI capabilities to let it learn more, as the Ask Zia AI chatbots and AI tools that bring automated reports currently do not make sense since the reports aren't any good; most of the time, 90% of the AI-generated reports make no sense for us."

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

More Zoho Analytics cons

Pricing and Cost Advice

"Mode Analytics is cheap compared to other tools."

"The pricing is per user."

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

"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."

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

"The product is expensive."

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

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

"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."

"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."

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

More Zoho Analytics pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

18%

Computer Software Company

Financial Services Firm

Comms Service Provider

Construction Company

18%

Financial Services Firm

10%

Computer Software Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

What needs improvement with Mode Analytics?

See all answers

What is your primary use case for Mode Analytics?

Mode Enterprise is being used for dashboard purposes only, specifically for custom dashboards. For the e-commerce domain, we use Mode Enterprise to track customers, such as finding out a customer's...

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What advice do you have for others considering Mode Analytics?

Regarding licensing, I cannot provide detailed information on that topic. However, I can say that Power BI is open-source. If Mode Enterprise were provided as open-source, more people could start u...

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 ...

See all answers

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 the HR...

See all answers

Comparisons

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Compared 10% of the time

Tableau Enterprise vs Mode Enterprise

Compared 10% of the time

Raycast vs Mode Enterprise

Compared 9% of the time

Hex vs Mode Enterprise

Compared 7% of the time

Metabase vs Mode Enterprise

Compared 6% of the time

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Compared 9% 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

Profitbase InFront vs Zoho Analytics

Compared 4% of the time

Oracle OBIEE vs Zoho Analytics

Compared 4% of the time

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Product Reports

Buyer's Guide

BI (Business Intelligence) Tools

August 2026

Download Mode Enterprise product report

Buyer's Guide

Zoho Analytics

July 2026

Download Zoho Analytics product report

Also Known As

No data available

Zoho Reports

Overview

Mode Enterprise offers a data-focused analytics platform designed for businesses seeking advanced insights and efficiency. It combines robust data exploration with seamless reporting capabilities.

Mode Enterprise caters to data-driven enterprises by providing them with the tools necessary for real-time analysis. It’s engineered to enhance business decision-making through comprehensive data visualization, encouraging immediate insights and collaborative work across teams. The platform’s integration capabilities allow for smoother adaptation into existing workflows, enhancing agility and responsiveness.

What key features does Mode Enterprise offer?

Real-Time Collaboration: Enables teams to collaborate on reports simultaneously.
Data Visualization: Offers dynamic charts and graphs for data insights.
SQL Editor: Advanced querying tools for complex data analysis.
Custom Reporting: Flexible report creation tailored to specific metrics.

What benefits and ROI should users consider?

Improved Decision Making: Facilitates informed business strategies.
Increased Efficiency: Streamlines data management workflows.
Enhanced Collaboration: Supports transparent and cooperative efforts.
Cost-Effectiveness: Reduces time and resources spent on manual data handling.

Mode Enterprise effectively serves sectors like finance, retail, and healthcare by providing industry-specific analytics solutions. Its adaptability allows for personalized implementations, meeting each sector's unique data analysis needs and contributing to improved operational outcomes. By fostering agility, it aids industries in staying competitive through timely insights and informed strategic decisions.

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

August 2026

Free Report: Mode Enterprise vs. Zoho Analytics

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