SAP Business Data Cloud vs Toad Data Point comparison

SAP and Quest Software are both solutions in the Data Integration category. SAP is ranked #14 with an average rating of 8.1, while Quest Software is ranked #20 with an average rating of 8.8. Additionally, 90% of SAP users are willing to recommend the solution, compared to 100% of Quest Software users who would recommend it.

SAP Business Data Cloud

Read 81 SAP Business Data Cloud reviews

9,685 Views
1,259 Comparison Views

90% willing to recommend

Toad Data Point

Read 9 Toad Data Point reviews

1,802 Views
1,243 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Toad Data Point

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Toad Data Point and SAP Business Data Cloud compete in the data analytics and integration market. Toad Data Point has the upper hand when it comes to connectivity with diverse data sources, while SAP Business Data Cloud excels in predictive analysis and visualization.

Features: Toad Data Point emphasizes seamless connectivity with multiple data sources, offering functionalities such as cross-database access and a user-friendly Query Builder. It allows for calculated fields and provides extensive automation capabilities that are particularly beneficial for efficiently handling complex data processes. SAP Business Data Cloud offers advanced predictive analysis and visualization capabilities. Its intuitive design and seamless integration make it a popular choice for users looking to perform sophisticated data analysis and gain AI-driven insights.

Room for Improvement: Toad Data Point could enhance its user interface for better UX and modernize its design compared to its competitors. Optimizing the handling of large datasets and complex queries, along with introducing AI assistance, are suggested areas of growth. SAP Business Data Cloud could improve its visualization capabilities to rival more graphically advanced tools like Tableau. There is also room for improvement in simplifying coding solutions and enhancing database compatibility to expand accessibility.

Ease of Deployment and Customer Service: Toad Data Point primarily supports on-premises deployment, allowing for local control and efficient integration with various server configurations. Users appreciate its robust support system despite the lack of AI-driven support. SAP Business Data Cloud supports diverse deployment options, including public and hybrid cloud environments. Its extensive support and continuous improvement efforts are well received by users, offering flexibility in deployment choices.

Pricing and ROI: Toad Data Point is seen as reasonably priced, especially when compared to free alternatives like SQL Server tools. Users report noticeable ROI with its productivity enhancements. SAP Business Data Cloud is perceived as more expensive, attributing its cost to its robust features and integration capabilities. While SAP's premium pricing aligns with deeply integrated SAP ecosystems, its subscription model can be costly, yet many users find its capabilities worth the investment.

To learn more, read our detailed SAP Business Data Cloud vs. Toad Data Point Report (Updated: April 2026).

Buyer's Guide

SAP Business Data Cloud vs. Toad Data Point

April 2026

Download the complete report

Helped 889,855 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:

ROI

Sentiment score

6.6

Companies saw ROI from enhanced BI, faster decision-making, and SAP Analytics Cloud's real-time reporting within three years.

Sentiment score

6.4

Toad Data Point delivers significant ROI, exceeding 100% annually, by enhancing data accuracy and efficiency for BI teams.

The positive impact I see from the product is that it saves me time, approximately 10 to 20%, not more than that.

Nitesh Agrawal

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

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

If they contain duplicate counts or null records or improper data, those records would not be reliable.

AdityaTiwari

Business Analyst at a financial services firm with 10,001+ employees

Financially, I understand that teams often see a return on investment of one hundred percent plus annually from Toad Data Point through time savings and tool consultation;

Sudunagunta Bhavya Lekha

Junior Data Analyst at Lumendata

For more quotes and insights, download the Toad Data Point report

Customer Service

Sentiment score

6.1

SAP Business Data Cloud customer service is generally good but needs improvement in responsiveness and technical expertise.

Sentiment score

5.9

Toad Data Point's customer service is praised for responsiveness and efficacy, though lacks AI support and real-time debugging.

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 quality of their support is excellent, and the speed is very good, too.

reviewer2687562

Works

They resolved my issue within a day which was specifically around licensing.

Aaron Payne

ERP Manager at a tech services company with 5,001-10,000 employees

Overall, the service is excellent.

Mir Sayeed Hassan

Senior Oracle Database Administrator at ODB Training and Software Services LLP

For more quotes and insights, download the Toad Data Point report

Scalability Issues

Sentiment score

7.3

SAP Business Data Cloud is scalable for diverse companies but may require investment and performance tweaks for optimal scaling.

Sentiment score

6.7

Toad Data Point is scalable, efficiently connects databases, but Mac licensing is costly and large datasets may slow operations.

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

It does not scale well when considering the high cost of the Mac license.

Aaron Payne

ERP Manager at a tech services company with 5,001-10,000 employees

Some aspects, like scalability, could be improved to avoid writing different codes for each database.

reviewer2686479

Works

Scalability has not been an issue because so far we have dumped about a billion records per year, and I do not see any issues as such.

Srinivasan Devadas

Senior Data Scientist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Toad Data Point report

Stability Issues

Sentiment score

7.4

SAP Business Data Cloud is stable, with occasional connectivity and performance issues, influenced by usage and external factors.

Sentiment score

7.6

Toad Data Point is stable but may experience minor issues with Windows updates and lag during large data exports.

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.

SAP Analytics Hub's analytics solutions are also pretty stable now.

Nitesh Agrawal

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

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

I often feel instability locally because it is a heavy application, and I feel some slowness in the response of the user interface.

Srinivasan Devadas

Senior Data Scientist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Toad Data Point report

Room For Improvement

SAP Business Data Cloud needs better analytics, integration, user experience, real-time processing, third-party support, and documentation.

Toad Data Point needs UI modernization, performance optimization, better collaboration, AI features, tool integration, and reduced licensing costs.

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.

SAP needs to come out with a clear roadmap for the solution going ahead, as they have not yet provided that.

Nitesh Agrawal

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

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

Better data visualization tools, improved integrations with modern tools, and enhanced collaboration features such as shared query libraries and real-time collaborations would be beneficial.

Mir Sayeed Hassan

Senior Oracle Database Administrator at ODB Training and Software Services LLP

Toad Data Point should include more features for utilizing AI, which can automatically perform many tasks.

reviewer2686479

Works

The application is heavy on my local PC; however, if I connect to a remote server, I think it works better.

Srinivasan Devadas

Senior Data Scientist at a tech vendor with 10,001+ employees

For more quotes and insights, download the Toad Data Point report

Setup Cost

SAP Business Data Cloud offers high-value subscription pricing, with regional variation, justified by its functionalities and integration.

Toad Data Point has competitive pricing, but Mac licenses cost more; security benefits influence purchasing based on budget and needs.

No quotes available

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

The Mac licenses are expensive, costing 1,600 dollars each.

Aaron Payne

ERP Manager at a tech services company with 5,001-10,000 employees

The pricing for Toad Data Point is where it gets into trouble.

reviewer2687562

Works

The pricing is cost-effective; it is neither too cheap nor too expensive, it's a good value.

Mir Sayeed Hassan

Senior Oracle Database Administrator at ODB Training and Software Services LLP

For more quotes and insights, download the Toad Data Point report

Valuable Features

SAP Business Data Cloud excels with predictive analytics, seamless integration, real-time analytics, AI capabilities, and intuitive design.

Toad Data Point offers seamless data connectivity, automation, and AI analysis, enhancing productivity and simplifying data management tasks.

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

SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.

Nmeh Nmeh

Associate director, SAP technical at a outsourcing company with 1,001-5,000 employees

Its products are tightly integrated, so the business context of data is retained in the analytics solution, and that's the main advantage.

Nitesh Agrawal

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

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

I am able to have cross-connection queries, blend and join data from multiple different databases in a single query, with data profiling, automation and scheduling, and export and reporting tools.

Sudunagunta Bhavya Lekha

Junior Data Analyst at Lumendata

I utilize automations in my database with Ansible automations, performing automation data processing units and deployment, which has a positive impact, increasing efficiency and reducing human error, as well as saving time, thus improving productivity and scalability compared to human errors.

Mir Sayeed Hassan

Senior Oracle Database Administrator at ODB Training and Software Services LLP

There is a feature called Toad Automation, which is a valuable tool.

reviewer2686479

Works

For more quotes and insights, download the Toad Data Point report

Categories and Ranking

SAP Business Data Cloud

Ranking in Data Integration

14th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (3rd), Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (11th), Cloud Data Warehouse (12th)

Toad Data Point

Ranking in Data Integration

20th

Average Rating

8.6

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Data Preparation Tools (3rd)

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

Sudunagunta Bhavya Lekha

Junior Data Analyst at Lumendata

Drag-and-drop workflows have accelerated cross-database analysis and simplified daily reporting

I consider user interface modernization in Toad Data Point to be an area for improvement; it could be enhanced with a more modern, web-based look and smoother navigation, focusing on better UX and dashboard customization. Real-time collaboration could benefit from trying Git-style integration, which would strengthen team collaboration features. Performance with large data sets sometimes slows down our workflows, so implementing a better optimization engine specifically for big data workflows could enhance functionality, along with improvements in cloud-native deployment for better browser access. For the dashboarding feature, I believe Toad Data Point could improve by offering more interactive dashboards and advanced visualizations beyond the current basic charts and pivots. Implementing capabilities such as drill-down, interactive filters, and dynamic parameter selections would align more with BI-style interactivity. Visualizations compared to tools such as Microsoft Power BI or Tableau are quite limited, so enhancing this area with cloud-hosted interactive dashboards and seamless auto-refresh options would greatly improve user experience.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

16%

Financial Services Firm

Construction Company

Retailer

Financial Services Firm

20%

Healthcare Company

Construction Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	26
Midsize Enterprise	16
Large Enterprise	43

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	1
Large Enterprise	5

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 Toad Data Point?

The pricing is cost-effective; it is neither too cheap nor too expensive, it's a good value.

See all answers

What needs improvement with Toad Data Point?

Areas for improvement in Toad Data Point usage could include a better UI interface, building in AI assistance, and faster performance for large databases, especially since accessing a terabyte of d...

See all answers

What is your primary use case for Toad Data Point?

My use case is mainly for business analysis, and I also use it for some parts of machine learning and AI, and in some cases, I use it for healthcare purposes.

See all answers

Comparisons

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 20% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 5% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 5% of the time

Anaplan vs SAP Business Data Cloud

Compared 4% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 3% of the time

More SAP Business Data Cloud Competitors

SAS Enterprise Guide vs Toad Data Point

Compared 8% of the time

SSIS vs Toad Data Point

Compared 8% of the time

SAS Access vs Toad Data Point

Compared 8% of the time

Axway AMPLIFY Application Integration vs Toad Data Point

Compared 6% of the time

WhereScape RED vs Toad Data Point

Compared 6% of the time

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Product Reports

Buyer's Guide

Cloud Data Warehouse

March 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Toad Data Point

March 2026

Download Toad Data Point product report

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

No data available

Overview

SAP Business Data Cloud provides cloud-based predictive analysis, robust visualization, and integrated planning capabilities with seamless SAP integration. It enhances analytics and reporting efficiency with machine learning and AI features.

SAP Business Data Cloud stands out with its user-friendly application design, leveraging TypeScript scripting for flexibility. It enables easy data integration, customizable dashboards, and collaborative planning. Renowned for its seamless connectivity and comprehensive business intelligence offerings, it is designed to support real-time analytics and planning across both on-prem and cloud environments. Improvements are anticipated in visualization features, connectivity, and third-party system integration, with calls for more customizable chart options and real-time reporting capabilities.

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

Cloud-Based Predictive Analysis: Offers advanced forecasting and trend prediction capabilities.
Robust Visualization: Enables dynamic and interactive data visualization tools.
Integrated Planning: Provides tools for strategic planning and collaboration.
Flexibility with TypeScript: Allows customization and tailored application design.
Seamless Integration: Easily integrates with other SAP products and additional data sources.
AI and Machine Learning: Enhances analytics and reporting efficiency.

What benefits or ROI should users look for in SAP Business Data Cloud?

User-Friendly Interface: Simplifies data integration and application design.
Comprehensive Business Intelligence: Supports strategic decision-making processes.
Real-Time Analytics: Provides timely insights and enhances planning processes.
Collaborative Planning: Facilitates teamwork and strategic alignment.
Cost-Effective Solution: Offers value through efficient and diverse capabilities.

SAP Business Data Cloud serves industries by powering cloud-based reporting, analytics, financial planning, and executive dashboards. Companies utilize it to integrate SAP and non-SAP data sources for insights and forecasts. It is applied in constructing dashboards, boardroom presentations, budgeting, and predictive analytics, supporting versatile use cases across multiple sectors.

SAP

Toad Data Point is a cross-platform, self-service, data-integration tool that simplifies data access, preparation and provisioning. It provides nearly limitless data connectivity, desktop data integration, visual query building and workflow automation.

Quest Software

Sample Customers

Live Oak Bank

Concordia University

Buyer's Guide

SAP Business Data Cloud vs. Toad Data Point

April 2026

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