SAP Business Data Cloud vs Zoho Analytics comparison

SAP and Zoho are both solutions in the BI (Business Intelligence) Tools category. SAP is ranked #5 with an average rating of 8.1, while Zoho is ranked #7 with an average rating of 8.0. Additionally, 92% of SAP users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

SAP Business Data Cloud

Read 72 SAP Business Data Cloud reviews

6,430 Views
4,051 Comparison Views

92% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

2,404 Views
1,466 Comparison Views

97% willing to recommend

SAP Business Data Cloud

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

Zoho Analytics and SAP Business Data Cloud compete in the business data analytics space with each product offering distinct advantages. While SAP Business Data Cloud is preferred for its comprehensive capabilities, Zoho Analytics attracts businesses looking for cost-effective solutions.

Features: Zoho Analytics provides user-friendly dashboards, extensive data visualization options, and integration with third-party apps. SAP Business Data Cloud is notable for its real-time data processing, advanced analytics, and strong security features.

Ease of Deployment and Customer Service: Zoho Analytics offers a straightforward deployment process with substantial customer support. SAP Business Data Cloud requires more complex deployment but delivers professional-grade support and configuration assistance.

Pricing and ROI: Zoho Analytics is competitively priced with low setup costs, appealing to small and medium-sized businesses seeking rapid ROI. SAP Business Data Cloud, although more expensive, is justified by its high-end features and long-term value proposition for enterprises.

To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: March 2026).

Buyer's Guide

BI (Business Intelligence) Tools

March 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:

ROI

Sentiment score

6.6

SAP Analytics Cloud boosts ROI by streamlining data automation and reporting, accelerating decision-making and improving business processes efficiently.

Sentiment score

4.7

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

No quotes available

For more quotes and insights, download the SAP Business Data Cloud 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

6.1

SAP Analytics Cloud support is generally responsive, but users desire quicker responses, more expertise, and improved training resources.

Sentiment score

5.4

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

The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

We are satisfied with the technical support from SAP because when we reached out, we were able to get very good support from SAP colleagues.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

I am satisfied with SAP's technical support team; they provide very good support.

Mostafa Ali

BI Lead Consultant at Intercom Enterprises

For more quotes and insights, download the SAP Business Data Cloud 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

7.3

SAP Analytics Cloud is scalable and versatile, supporting large user bases while integrating well with other SAP products.

Sentiment score

6.3

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

SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

I would rate its scalability up to nine on a scale of one to ten.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

For more quotes and insights, download the SAP Business Data Cloud 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

Lead Software Engineer at Nexo Solutions Ltd

Zoho Analytics is scalable.

Vedhanayagam R

Data Analyst at Mobolution

For more quotes and insights, download the Zoho Analytics report

Stability Issues

Sentiment score

7.4

SAP Analytics Cloud is stable and reliable, though minor connectivity and performance issues occur with large datasets and variable updates.

Sentiment score

7.2

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

You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

For more quotes and insights, download the SAP Business Data Cloud 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

Lead Software Engineer at Nexo Solutions Ltd

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

SAP Analytics Cloud users seek improved integration, compatibility, visualization, programming support, pricing, analytics, documentation, technical support, and interface design.

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

On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Documentation-wise, we see some gaps when trying to connect different solutions.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

For more quotes and insights, download the SAP Business Data Cloud 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

Lead Software Engineer at Nexo Solutions Ltd

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

SAP Analytics Cloud is pricey but valuable for SAP integration, requiring careful cost analysis and license management.

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

No quotes available

For more quotes and insights, download the SAP Business Data Cloud 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

SAP Analytics Cloud is valued for its predictive analytics, integration, user interface, AI features, and cost-effective comprehensive functionalities.

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

For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

For more quotes and insights, download the SAP Business Data Cloud 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

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

5th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Integration (18th), Cloud Analytics (2nd), Predictive Analytics (3rd), Data Governance (11th), Cloud Data Warehouse (12th)

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 (5th)

Featured Reviews

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Brings reporting, planning, and prediction together in one seamless workflow

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

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.

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Top Industries

By visitors reading reviews

Manufacturing Company

17%

Financial Services Firm

Retailer

Computer Software Company

10%

Marketing Services Firm

10%

Comms Service Provider

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	24
Midsize Enterprise	13
Large Enterprise	39

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

Questions from the Community

Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

See all answers

What do you like most about SAP Analytics Cloud?

In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.

See all answers

What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

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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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

SAP BusinessObjects Business Intelligence Platform vs SAP Business Data Cloud

Compared 31% of the time

Anaplan vs SAP Business Data Cloud

Compared 7% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 7% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 6% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 5% of the time

More SAP Business Data Cloud Competitors

Tableau Enterprise vs Zoho Analytics

Compared 10% of the time

Microsoft Power BI vs Zoho Analytics

Compared 9% of the time

Oracle Analytics Cloud vs Zoho Analytics

Compared 5% of the time

Profitbase InFront vs Zoho Analytics

Compared 4% of the time

Apache Superset vs Zoho Analytics

Compared 4% of the time

More Zoho Analytics Competitors

Product Reports

Buyer's Guide

Cloud Data Warehouse

March 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Zoho Analytics

March 2026

Download Zoho Analytics product report

Also Known As

SAP Analytics Cloud

Zoho Reports

Overview

SAP Business Data Cloud is a robust platform designed to streamline data integration and management across enterprises. It provides efficient solutions to harness and analyze data for enhanced decision-making and operational effectiveness.

SAP Business Data Cloud offers businesses a comprehensive approach to manage data traffic, ensuring seamless integration and accessibility. By leveraging cloud capabilities, it enhances data usability and supports strategic business processes. This is particularly advantageous in a rapidly evolving technological landscape where agility and adaptation are key to competitiveness.

What are the most important features of SAP Business Data Cloud?

Integrated Data Management: Facilitates seamless data handling across different sources.
Advanced Analytics: Provides tools for in-depth data analysis to support decision-making.
Scalability: Ensures the platform can grow alongside business demands.
Security: Robust security measures protect sensitive information.
Real-time Processing: Allows for immediate data processing and insights.

What benefits and ROI should users look for when evaluating SAP Business Data Cloud?

Improved Operational Efficiency: Optimizes processes by providing a unified data environment.
Cost Savings: Reduces infrastructure costs through cloud integration.
Enhanced Decision-Making: Empowers users with timely and relevant insights.
Agility and Flexibility: Allows quick adaptation to changing business needs.

SAP Business Data Cloud finds application across multiple industries such as finance, where it aids in risk management and regulatory compliance. In retail, it enhances supply chain efficiencies, while in manufacturing, it supports production optimization. The adaptability of SAP Business Data Cloud makes it valuable across sectors.

SAP

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

Live Oak Bank

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

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