TIBCO Spotfire vs Zoho Analytics comparison

TIBCO and Zoho are both solutions in the BI (Business Intelligence) Tools category. TIBCO is ranked #13 with an average rating of 8.0, while Zoho is ranked #7 with an average rating of 8.0. TIBCO holds a 1.1% mindshare in BIT, compared to Zoho’s 1.0% mindshare. Additionally, 97% of TIBCO users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

TIBCO Spotfire

Read 73 TIBCO Spotfire reviews

3,139 Views
1,475 Comparison Views

97% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

1,830 Views
1,116 Comparison Views

97% willing to recommend

TIBCO Spotfire

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

TIBCO Spotfire and Zoho Analytics compete in the analytics software category. TIBCO Spotfire appears to have the upper hand in advanced analytics and real-time data handling, while Zoho Analytics excels in ease of deployment and cost-efficiency.

Features: TIBCO Spotfire supports integration with .NET SDK, IronPython, and R, enabling advanced analytics and interactive visualizations. It provides excellent in-memory analysis, scheduled updates, and robust data connections, ideal for large datasets. The dashboard capabilities allow significant customization for data-driven decisions. Zoho Analytics offers user-friendly dashboards and reporting tools with smooth API interactions, excelling in integration with other Zoho products.

Room for Improvement: TIBCO Spotfire faces challenges with a steep learning curve and complex custom expressions. Users seek more intuitive visualization tools, better mobile capabilities, and enhanced UI. Zoho Analytics could improve its variety of graphics and UI responsiveness, with a call for enhanced AI capabilities and increased visual customization options. Both products should expand their visualization libraries; however, Spotfire needs more flexibility, while Zoho requires better real-time data handling.

Ease of Deployment and Customer Service: TIBCO Spotfire supports primarily on-premises deployment, offering advantages for specific infrastructure needs but lacking cloud flexibility. It benefits from a strong community for technical support, though it may be slowed by third-party vendors. Zoho Analytics offers versatile deployment options across private, public, and hybrid clouds, praised for flexible deployment and responsive customer service. Zoho emphasizes streamlined support processes.

Pricing and ROI: TIBCO Spotfire's pricing is high, but its features can justify the cost if implemented effectively. Evaluating the ROI is complex but potentially high with proper user training. Zoho Analytics provides a more affordable and predictable pricing model, with packages starting as low as $50 per month, appealing to budget-conscious organizations with easier ROI through its integration and simplicity.

To learn more, read our detailed TIBCO Spotfire vs. Zoho Analytics Report (Updated: December 2025).

Buyer's Guide

TIBCO Spotfire vs. Zoho Analytics

December 2025

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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:

ROI

Sentiment score

6.1

TIBCO Spotfire boosts ROI by enhancing data analysis, reducing manual work, and fostering efficient decision-making for various industries.

Sentiment score

4.7

Zoho Analytics boosts decision-making, saves time, enhances sales, and offers great value with real-time data and positive feedback.

I have seen a return on investment with TIBCO Spotfire; it has significantly reduced our manual report creation time and increased data-driven decision-making efficiency, so our ROI is good in that aspect.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

The integration with Zoho People is particularly important because I can access real-time data at any time, including what's happening in the last minute.

Sai Nandan Sambu

Associate Data Analyst at Monocept

After incorporating Zoho Analytics, now all our decisions come from its reviews.

Siddharth Aravind

Pricing Analyst at Transcend

Any time I've integrated customer data using Zoho, I've received great feedback and referrals, and Zoho has gotten me referrals and more customers.

Edwin Nderitu

Zoho Analyst BI Consultant at The Digital Monkeys

For more quotes and insights, download the Zoho Analytics report

Customer Service

Sentiment score

6.9

TIBCO Spotfire's support is highly rated for expertise and responsiveness, though language barriers and regional variations affect experiences.

Sentiment score

5.4

Zoho Analytics offers generally effective customer service, though response times and solution completeness can vary based on user experiences.

Having a local partner was crucial for us while they were there.

Jacobo Ortiz Avila

Production Engineer at Parex Resources Inc

I would rate the customer support for TIBCO Spotfire nine out of ten.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

TIBCO's support, especially for integration products, is swift.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

For more quotes and insights, download the TIBCO Spotfire report

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

Eslam Abo Elnaga

Senior people and systems analyst at B_labs & Mylo

Zoho support provides assistance through live chat to guide us.

Nadeem Asghar

Senior Zoho Developer at a cloud solution provider with self employed

If you need help with any issue you face, you can directly call them.

Rahul Lomate

Senior Software Engineer at Transasia Bio-Medicals Ltd.

For more quotes and insights, download the Zoho Analytics report

Scalability Issues

Sentiment score

7.0

TIBCO Spotfire is praised for scalability, able to handle large datasets, though issues can arise with outdated versions.

Sentiment score

6.3

Zoho Analytics is scalable, managing 1,000 to 2 million records, but needs improvements for better large-scale adaptability.

No quotes available

For more quotes and insights, download the TIBCO Spotfire report

Zoho Analytics can easily adapt to our needs when they grow, and you don't need much knowledge to adapt it; even basic Excel knowledge is sufficient.

Siddharth Aravind

Pricing Analyst at Transcend

You can utilize URL features to redirect users to their records in Zoho CRM or Zoho Desk with just a click.

Hunbel CH

Software Engineer at Stackbox 360

Zoho Analytics is scalable.

Vedhanayagam R

Data Analyst at Mobolution

For more quotes and insights, download the Zoho Analytics report

Stability Issues

Sentiment score

6.5

TIBCO Spotfire is highly stable, with minor issues primarily due to hardware, complex customizations, or resource-intensive conditions.

Sentiment score

7.2

Zoho Analytics is stable and reliable, with minimal downtime, though some users report challenges with specific features.

There are no significant stability issues as long as the product's capabilities are understood and not overly pushed.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

Overall, TIBCO Spotfire is a good product and has been a stable platform.

reviewer2783484

Lead Data Engineer at a transportation company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

A major missing feature compared to Power BI is the ability to create multiple DAX measures or row-level context, which would be useful for showing custom profit and loss statements.

Vedhanayagam R

Data Analyst at Mobolution

The stability and reliability of Zoho Analytics have been good over time.

Hunbel CH

Software Engineer at Stackbox 360

The stability and reliability of the product is crucial for optimal performance.

Angel David Pacheco Beltrán

Software Developer at Cloud Lion

For more quotes and insights, download the Zoho Analytics report

Room For Improvement

TIBCO Spotfire needs improved UI, integrated visualizations, mobile capabilities, data handling, and global support for better user experience.

Zoho Analytics users seek enhanced visual tools, better support, improved AI, connectivity, and pricing, with faster sync times.

TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

It could be very useful if the coding part of using the platform could be more user-friendly in terms of visual capability.

Jacobo Ortiz Avila

Production Engineer at Parex Resources Inc

The usage and flexibility need to be better compared to other analytical tools.

reviewer2783484

Lead Data Engineer at a transportation company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

The collaborative features of Zoho Analytics have faced one issue: they have tried to reduce the sync time with most Zoho applications, but even with CRM, the sync still takes one hour.

Hunbel CH

Software Engineer at Stackbox 360

While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations.

Vedhanayagam R

Data Analyst at Mobolution

Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.

Nadeem Asghar

Senior Zoho Developer at a cloud solution provider with self employed

For more quotes and insights, download the Zoho Analytics report

Setup Cost

TIBCO Spotfire's pricing is high with strong ROI, offering various licensing options requiring negotiation and patience for competitive deals.

Zoho Analytics provides cost-effective pricing with flexible billing, competitive against Tableau and Power BI for budget-conscious enterprises.

TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.

Vedhanayagam R

Data Analyst at Mobolution

The pricing for Zoho Analytics is actually cheaper than the competitors for the kind of service they provide.

Sudharsan Nagarajan

Senior Product Analyst at Bureau

For more quotes and insights, download the Zoho Analytics report

Valuable Features

TIBCO Spotfire offers interactive visualizations, real-time analytics, and seamless integration, enhancing data exploration and decision-making efficiency.

Zoho Analytics enhances decision-making with customizable dashboards, AI-driven insights, seamless integration, and user-friendly reporting and visualization tools.

TIBCO Spotfire integrates with R and Python, offering a differentiator from the competition.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

I think having Python included is a big win because you get the chance to customize your algorithm and your in-house development without having a big dependency on a third party.

Jacobo Ortiz Avila

Production Engineer at Parex Resources Inc

TIBCO Spotfire offers excellent features, including flexibility and the ability to do much better compared to other analytical tools.

reviewer2783484

Lead Data Engineer at a transportation company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

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.

Vedhanayagam R

Data Analyst at Mobolution

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

Sai Nandan Sambu

Associate Data Analyst at Monocept

Regarding integration capabilities, I have found Zoho Analytics' 100+ integrations very effective in consolidating data from various sources.

Sandip Bangar

Business Analyst at a tech consulting company with 51-200 employees

For more quotes and insights, download the Zoho Analytics report

Categories and Ranking

TIBCO Spotfire

Ranking in BI (Business Intelligence) Tools

13th

Average Rating

8.2

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

7th

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Reporting (6th), Data Visualization (7th), Embedded BI (6th)

Mindshare comparison

As of January 2026, in the BI (Business Intelligence) Tools category, the mindshare of TIBCO Spotfire is 1.1%, up from 1.0% compared to the previous year. The mindshare of Zoho Analytics is 1.0%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
Zoho Analytics	1.0%
TIBCO Spotfire	1.1%
Other	97.9%

BI (Business Intelligence) Tools

Featured Reviews

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

Advanced analytics have transformed self-service insights while the interface still needs improvement

The best features TIBCO Spotfire offers, in my opinion, are its built-in advanced analytics and automation services, which make it really powerful compared to typical reporting tools such as Power BI or Tableau. When I mention advanced analytics automation services in TIBCO Spotfire, I mean it handles large data volumes efficiently with stable performance and good refresh speeds that we get. TIBCO Spotfire's integration capabilities are smooth; it seamlessly integrates with SQL databases, cloud systems, and Excel files without requiring heavy IT intervention. TIBCO Spotfire has positively impacted my organization; we now have extensive use, with around 50 plus users across operations, finance, and business strategy teams using TIBCO Spotfire for self-service insights. Since rolling out TIBCO Spotfire to those 50 plus users, we have seen specific outcomes, such as cost and time saving, and decision-making has also become faster using TIBCO Spotfire with its deep analytics.

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

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Top Industries

By visitors reading reviews

Manufacturing Company

19%

Financial Services Firm

Healthcare Company

Energy/Utilities Company

Computer Software Company

13%

Manufacturing Company

Comms Service Provider

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	18
Midsize Enterprise	12
Large Enterprise	41

By reviewers
Company Size	Count
Small Business	29
Midsize Enterprise	4
Large Enterprise	4

Questions from the Community

What do you like most about TIBCO Spotfire?

TIBCO Spotfire is easy to use. We initiated Spotfire as POC, with support from a tech team based in South Africa. While they assisted with the setup, we conducted the POC ourselves.

See all answers

What is your experience regarding pricing and costs for TIBCO Spotfire?

My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair, and I think they are fairly priced as far as the features are concerned.

See all answers

What needs improvement with TIBCO Spotfire?

TIBCO Spotfire can be improved in several areas. The UI can be enhanced, and the usage and flexibility need to be better compared to other analytical tools.

See all answers

What do you like most about Zoho Analytics?

Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.

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...

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Comparisons

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Compared 11% of the time

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Compared 9% of the time

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Compared 7% of the time

Palantir Foundry vs TIBCO Spotfire

Compared 7% of the time

ETL Solutions Transformation Manager vs TIBCO Spotfire

Compared 6% of the time

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Microsoft Power BI vs Zoho Analytics

Compared 12% of the time

Tableau Enterprise vs Zoho Analytics

Compared 9% of the time

Apache Superset vs Zoho Analytics

Compared 8% of the time

Profitbase InFront vs Zoho Analytics

Compared 8% of the time

Qlik Sense vs Zoho Analytics

Compared 7% of the time

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Product Reports

Buyer's Guide

TIBCO Spotfire

December 2025

Download TIBCO Spotfire product report

Buyer's Guide

Zoho Analytics

December 2025

Download Zoho Analytics product report

Also Known As

Spotfire

Zoho Reports

Overview

TIBCO Spotfire is a versatile data analytics platform that can handle large datasets and be deployed on-premise or in the cloud. Its dynamic reporting, easy creation of dynamic dashboards, and highly customizable tool make it a valuable asset for process data analysis, industrial performance dashboards, problem root cause analysis, business intelligence, and real-time analytics for IoT devices in the energy sector.

The solution also offers data science functions, map visuals, R and Python integration, and the ability to write HTML and JavaScript text areas. Spotfire has helped organizations deliver projects more efficiently and cost-effectively, allowing for faster data analysis.

TIBCO

Zoho Reports is a powerful, easy-to-use and highly scalable cloud-based reporting and business intelligence platform for small to medium-sized businesses. Its flexible pay-as-you-go pricing model and scope for customization allow businesses to tailor it to their unique needs.

Zoho

Sample Customers

Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis

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

Buyer's Guide

TIBCO Spotfire vs. Zoho Analytics

December 2025

Free Report: TIBCO Spotfire vs. Zoho Analytics

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