SAP Business Data Cloud vs Snowflake Analytics comparison

Why PeerSpot?

SAP and Snowflake Computing are both solutions in the Cloud Data Warehouse category. SAP is ranked #9 with an average rating of 8.3, while Snowflake Computing is ranked #11 with an average rating of 8.4. SAP holds a 3.6% mindshare in CDW, compared to Snowflake Computing’s 3.6% mindshare. Additionally, 92% of SAP users are willing to recommend the solution, compared to 100% of Snowflake Computing users who would recommend it.

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

23,143 Views
1,620 Comparison Views

92% willing to recommend

Snowflake Analytics

Read 44 Snowflake Analytics reviews

4,190 Views
1,718 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Snowflake Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 8, 2026

In the analytics software category, Snowflake Analytics and SAP Business Data Cloud are competitors. Snowflake often emerges superior due to its flexibility and cost-effective architecture, particularly in environments requiring multi-cloud integrations, while SAP Business Data Cloud is optimal for users tightly integrated into the SAP ecosystem.

Features: Snowflake Analytics provides a true SaaS platform with seamless deployment, utilizing multiple cloud infrastructures such as AWS, Azure, and Google Cloud, and offers a flexible, cost-effective separation of storage and computation. It stands out with high scalability and data-sharing capabilities that allow data integration without complex data pipelines. SAP Business Data Cloud excels in integrated analytics with native connections to SAP systems, offering comprehensive planning and predictive analytics capabilities and delivering rich visualizations and insights, especially valuable for enterprises using other SAP products. It supports strong data governance and AI-driven analytics within a fully integrated ecosystem.

Room for Improvement: Snowflake requires enhancements in AI and machine learning support, which currently lacks the depth seen in competitors like Databricks. Addressing pricing transparency and UI simplification would further benefit users. SAP Business Data Cloud may struggle with processing data from non-SAP sources and could reduce its steep learning curve and pricing complexity. Improvements in integration flexibility and AI capabilities are also desirable.

Ease of Deployment and Customer Service: Snowflake's deployment is straightforward as a flexible cloud solution with effective, responsive customer support. Snowflake users appreciate the streamlined setup and real-time cloud adaptability. Conversely, SAP Business Data Cloud operates across various environments, including hybrid and on-premises systems, thereby potentially complicating deployment. While its customer service is professional, the complexity of support mechanisms warrants streamlining to improve resolution times.

Pricing and ROI: Snowflake's pay-as-you-go pricing model provides flexibility but requires careful resource allocation for cost control and transparency improvements. Despite being considered expensive, its scalable efficiency often justifies the cost for operational gains. SAP Business Data Cloud, perceived as high-priced, often combines licensing with other SAP solutions, leading to potentially high ownership costs. For large enterprises, the extensive integration and enhanced capabilities justify the investment, while smaller organizations might find it less economical.

To learn more, read our detailed SAP Business Data Cloud vs. Snowflake Analytics Report (Updated: November 2026).

Buyer's Guide

SAP Business Data Cloud vs. Snowflake Analytics

November 2026

Download the complete report

Helped 921,028 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

4.3

Users observed ROI from SAP Business Data Cloud via cost savings, efficiency, and faster returns, especially in specific industries.

Sentiment score

5.6

Users experience mixed ROI with Snowflake; it often improves operational efficiency, time savings, and cost control.

We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

It will definitely reduce the need for more staff to handle this technology.

reviewer2837877

SAP BDC Consultant at a tech vendor with 10,001+ employees

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

Snowflake Analytics has positively impacted our organization by saving about eight to ten hours per week, which we can use for advanced analytics and automation tasks.

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Snowflake Analytics report

Customer Service

Sentiment score

6.1

SAP Business Data Cloud support has mixed reviews, praised for responsiveness but criticized for delays and complex case handling.

Sentiment score

6.9

Snowflake Analytics support is often responsive and competent, but accessibility issues exist for non-major partners, despite strong community resources.

I would give the technical support for SAP Business Data Cloud a 10 out of 10.

Sarah Essam

Business Data Lead (Egypt And North Africa) at Reckitt Benckiser

On a scale from 0 to 10, I would rate their support 10 out of 10.

Amarjeet Kamble

Manager at Syntegon

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.

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

The Snowflake Analytics documentation is excellent.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

Recently we had a two-day session where the Snowflake Analytics team provided a demo on Cortex AI and its features.

Garima Goel

Associate Principal Engineer at Nagarro

The technical support for Snowflake Analytics is excellent based on what I have heard from others.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

For more quotes and insights, download the Snowflake Analytics report

Scalability Issues

Sentiment score

7.0

SAP Business Data Cloud is scalable, integrates well with systems, and efficiently supports enterprise data and reporting needs.

Sentiment score

7.7

Snowflake Analytics offers exceptional scalability through auto-scaling, cloud integration, and efficient resource management, ideal for handling large data volumes.

The scalability of SAP Business Data Cloud has been strong, as it has handled growth in data volume, user demand, and reporting requirements without significant performance issues.

Niyajuddin Tiwale

Technique at Digitaltrack

It meets the needs of organizations requiring cloud-native architecture, support for large-scale SAP and non-SAP integrations, elastic compute and storage capabilities, and enterprise-grade governance.

Ramesha R

Firmware Developer at a tech vendor with 10,001+ employees

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.

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

Storage is unlimited because they use S3 if it is AWS, so storage has no limit.

KamleshPant

Senior Software Architect at USEReady

It supports both horizontal and vertical scaling effectively.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

Maintaining security and data governance becomes easier with an entire data lake in place, and the scalability improves performance.

Garima Goel

Associate Principal Engineer at Nagarro

For more quotes and insights, download the Snowflake Analytics report

Stability Issues

Sentiment score

7.5

SAP Business Data Cloud is highly rated for reliability, though occasional downtime occurs during updates or with large datasets.

Sentiment score

8.4

Snowflake Analytics is highly stable, supported by major cloud providers, with strong performance and minimal technical issues reported.

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.

It has been reliable for reporting, analytics, and data integration activities.

Mithun jadhav

Network Security Engineer at Digital track solutions pvt ltd

This really allowed virtual access to data, which means there was no heavy replication of data involved, greatly improving performance.

Yagya Purush

Associate Manager at a tech vendor with 10,001+ employees

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

Snowflake Analytics has been stable and reliable in my experience.

Garima Goel

Associate Principal Engineer at Nagarro

Snowflake Analytics is very stable; I have never experienced any crash downs or server issues.

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

Snowflake Analytics is stable, scoring around eight point five to nine out of ten.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

For more quotes and insights, download the Snowflake Analytics report

Room For Improvement

SAP Business Data Cloud requires improvements in cost, integration, performance, AI capabilities, and user onboarding for broader adoption.

Snowflake Analytics struggles with data migration, integration, performance, cost issues, and needs better UI, job scheduling, and AWS support.

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.

If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

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

AIML-based SQL prompt and query generation could be an area for enhancement.

KamleshPant

Senior Software Architect at USEReady

If it offered flexibility similar to Oracle and supported more heterogeneous data sources and database connectivity, it would be even better.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

I would prefer Snowflake Analytics to improve their support response times, as sometimes the responses we receive are not very prompt and ticket assignments may not be timely.

Garima Goel

Associate Principal Engineer at Nagarro

For more quotes and insights, download the Snowflake Analytics report

Setup Cost

SAP Business Data Cloud is valued for integration but criticized for high costs and lack of pricing transparency.

Snowflake Analytics uses a pay-as-you-go model, emphasizing strategic design to manage costs, often seen as competitively priced.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

From a planning license perspective, SAC on that side is very expensive if you need developer features.

Norman Ruppert

Director Of Analytics at a outsourcing company with 501-1,000 employees

SAP Business Data Cloud is at a disadvantage when compared to tools like Talend or Informatica, which are cheaper and more capable.

reviewer2860185

Manager at a tech vendor with 10,001+ employees

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

Snowflake charges per query, which amounts to a very minor cost, such as $0.015 per query.

AyindeHammed

BI Developer at DivVerse LLC

Snowflake is better and cheaper than Redshift and other cloud warehousing systems.

KamleshPant

Senior Software Architect at USEReady

Snowflake Analytics is quite economical.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

For more quotes and insights, download the Snowflake Analytics report

Valuable Features

SAP Business Data Cloud offers user-friendly analytics, AI integration, real-time reporting, and zero-copy data sharing for efficient management.

Snowflake Analytics provides scalable, secure, and user-friendly analytics with cloud integration, supporting diverse data needs and flexible data sharing.

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.

Ninad Mehta

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

The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

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

Running a considerable query on Microsoft SQL Server may take up to thirty minutes or an hour, while Snowflake executes the same query in less than three minutes.

AyindeHammed

BI Developer at DivVerse LLC

Snowflake Analytics supports data security with a single sign-on feature and complies with framework regulations, which is highly beneficial.

Paresh_Nayak

Data Governance Architect at Sterlite Technologies Ltd

Previously, we faced issues with slow queries due to traditional systems, but within Snowflake, we can assign separate virtual warehouses for reporting as well as data processing, ensuring that it does not impact tool performance and does not delay reporting to business users.

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Snowflake Analytics report

Categories and Ranking

SAP Business Data Cloud

Ranking in Cloud Data Warehouse

9th

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

120

Ranking in other categories

Data Integration (11th), BI (Business Intelligence) Tools (3rd), Business Performance Management (4th), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (10th)

Snowflake Analytics

Ranking in Cloud Data Warehouse

11th

Average Rating

8.4

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Web Analytics (6th)

Mindshare comparison

As of November 2026, in the Cloud Data Warehouse category, the mindshare of SAP Business Data Cloud is 3.6%, up from 1.4% compared to the previous year. The mindshare of Snowflake Analytics is 3.6%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Warehouse Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	3.6%
Snowflake Analytics	3.6%
Other	92.8%

Cloud Data Warehouse

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

Hemanthreddy Vakiti

Data Engineer at a tech vendor with 10,001+ employees

Daily restaurant dashboards have become faster and now support simultaneous team analytics

Some of the best features of Snowflake Analytics is how it is separated for compute and storage, which allows multiple teams to run queries without performance impact. Our project has more than nine or ten teams, so if a team is working on a particular dashboard and another team wants to work on Snowflake Analytics, they can easily work on it without disturbing the work of one team, ensuring that the work can be consistent and multiple users can use the tool simultaneously. This is one of the main features I appreciate about Snowflake Analytics.The other aspect is how the query performance is high due to its columnar storage and also automatic optimization, allowing for scaling down during weekdays when there is less data and scaling up during weekends or festivals when the data can be huge. Because of this automatic scaling, if there is less data, we are using only 5 GB instead of 10 GB, which reduces the storage level, and consequently, the cost can be reduced. This automatic scaling and optimization saves us a huge amount of money for our project. Snowflake Analytics has impacted our organization positively by providing faster query performance and better scalability. Previously, we faced issues with slow queries due to traditional systems, but within Snowflake, we can assign separate virtual warehouses for reporting as well as data processing, ensuring that it does not impact tool performance and does not delay reporting to business users. Analysts can run complex queries without affecting ETL workloads due to this separation, which has improved our speed of reporting, and our business users have expressed happiness due to how fast we are generating reports during peak hours.

Read full review

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Top Industries

By visitors reading reviews

Media Company

13%

Outsourcing Company

13%

Manufacturing Company

12%

Construction Company

16%

Outsourcing Company

14%

Financial Services Firm

11%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	22
Large Enterprise	79

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	13
Large Enterprise	23

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 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 needs improvement with SAP Analytics Cloud?

See all answers

What is your experience regarding pricing and costs for Snowflake Analytics?

The pricing for Snowflake Analytics is reasonable, but as I am not part of the management team, I am not certain about our organization's exact costs. Overall, the return on investment for this too...

See all answers

What needs improvement with Snowflake Analytics?

One improvement Snowflake Analytics could benefit from is in cost, particularly during peak hours. Sometimes, due to its automatic scalability, we think it has scaled up, but it does not always hap...

See all answers

What is your primary use case for Snowflake Analytics?

I am using Snowflake Analytics because we are already using Snowflake for data engineering and data warehousing tasks, and we are using it for analytics as well as business intelligence reporting. ...

See all answers

Comparisons

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 15% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 3% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 2% of the time

Oracle Analytics Cloud vs SAP Business Data Cloud

Compared 2% of the time

More SAP Business Data Cloud Competitors

Amplitude vs Snowflake Analytics

Compared 14% of the time

BigQuery vs Snowflake Analytics

Compared 7% of the time

Keen IO vs Snowflake Analytics

Compared 6% of the time

Firebolt vs Snowflake Analytics

Compared 5% of the time

Mixpanel vs Snowflake Analytics

Compared 3% of the time

More Snowflake Analytics Competitors

Product Reports

Buyer's Guide

SAP Business Data Cloud

September 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Snowflake Analytics

October 2026

Download Snowflake Analytics product report

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

No data available

Overview

SAP Business Data Cloud (SAP BDC) is a unified, intelligent data platform — part of the SAP Business AI Platform — that governs SAP and third-party data through a business data fabric. As an evolution of our industry-leading data, analytics and planning solutions, Business Data Cloud brings together Datasphere, Analytics Cloud, and Business Warehouse with a unified experience that delivers transformational insights across all lines of business. By harmonizing mission-critical data with the business processes and logic that give it meaning, SAP BDC delivers a trusted foundation for analytics and AI, empowering data teams and business leaders to make faster, more confident decisions.

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

Unified Data Connectivity: Native integration with SAP applications and third-party sources, eliminating data silos
Business-ready data products: Fully managed SAP data products across all business processes, providing immediate access to high-quality, trusted data
Semantic Data Modeling: A business semantic layer ensures data is translated into consistent, business context across the enterprise
End-to-End Data Governance: Built-in lineage tracking, data quality management, access controls, and compliance support
AI-Assisted Analytics and Planning: Go from insights to action instantly with planning and analytics together in one solution
Open Data Architecture: Enable secure and seamless, zero-copy sharing of semantically rich SAP data into existing data platform environments

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

Accelerated Time to Insight: Less time cleaning and validating data means more time analyzing and acting
Reduced Data Management Costs: One platform replaces multiple point solutions, lowering licensing and IT overhead
Improved Data Trust and Quality: Embedded governance reduces the risk of decisions made on inaccurate or inconsistent data
Faster Compliance and Auditability: Built-in lineage and access controls streamline regulatory reporting and audit preparation
Enhanced Business Agility: Real-time data and self-service analytics help teams respond quickly without relying on IT
Maximized SAP Investment Value: Makes existing SAP transactional data fully accessible and analytics-ready
AI Readiness: A clean, governed data foundation accelerates confident AI and ML adoption across the business

SAP Business Data Cloud is a key component of SAP's vision for the autonomous enterprise. By unifying data connectivity, governance, semantic modeling, and analytics in a single cloud-native platform, SAP BDC eliminates fragmentation and complexity — serving as the connective tissue that ties your entire enterprise together and positioning organizations for long-term success in an AI-driven world.

SAP

Snowflake Analytics offers advanced capabilities in data warehousing and cloud data migration, with support for machine learning and business intelligence tasks. Its scalable architecture supports large data volumes while enhancing cost efficiency through decoupled computation and storage.

As a flexible, managed environment, Snowflake Analytics enhances data sharing and integration across multiple cloud platforms. It allows seamless data pipeline creation, supports advanced analytics, and facilitates reporting and visualization. Despite facing integration challenges with legacy systems and complex queries, Snowflake's continuous improvements aim to address these issues, making it a reliable choice for organizations transitioning to the cloud.

What features define Snowflake Analytics?

Time Travel: Enables users to access historical data effortlessly.
Zero-Copy Cloning: Allows cloning of data without storage costs.
Scalability: Easily handles large data volumes.
Data Sharing: Facilitates seamless data sharing across platforms.
Decoupled Architecture: Enhances cost efficiency by separating computation and storage.

What benefits should businesses look for in Snowflake reviews?

Cost Efficiency: Optimized costs through advanced storage management.
Performance: High-speed computations and real-time analytics.
Security: End-to-end encryption ensuring data security.
Flexibility: Supports multiple cloud environments for diverse needs.

Enterprises across industries utilize Snowflake Analytics for its robust data handling and cloud integration capabilities. It serves sectors in need of efficient data warehousing, real-time analytics, and machine learning support, making it suitable for cloud migration and enhancing business intelligence operations.

Snowflake Computing

Sample Customers

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture

Lionsgate, Adobe, Sony, Capital One, Akamai, Deliveroo, Snagajob, Logitech, University of Notre Dame, Runkeeper

Buyer's Guide

SAP Business Data Cloud vs. Snowflake Analytics

November 2026

Free Report: SAP Business Data Cloud vs. Snowflake Analytics

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We monitor all Cloud Data Warehouse reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.