SAP Business Data Cloud vs Upsolver comparison

SAP and Upsolver are both solutions in the Data Integration category. SAP is ranked #18 with an average rating of 8.1, while Upsolver is ranked #39 with an average rating of 8.3. Additionally, 92% of SAP users are willing to recommend the solution, compared to 100% of Upsolver users who would recommend it.

SAP Business Data Cloud

Read 72 SAP Business Data Cloud reviews

6,430 Views
129 Comparison Views

92% willing to recommend

Upsolver

Read 3 Upsolver reviews

869 Views
704 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Upsolver

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

Upsolver and SAP Business Data Cloud compete in the data management and analytics space. Upsolver has the upper hand in real-time processing and cost-effectiveness, while SAP leads in comprehensive data solutions and governance.

Features:Upsolver is known for real-time data processing, seamless integration with emerging data sources, and support for agile analytics. SAP Business Data Cloud stands out with strong enterprise-grade data governance, advanced analytics capabilities, and secure handling of large-scale complex data.

Ease of Deployment and Customer Service:Upsolver offers a flexible deployment model with straightforward setup, ensuring efficient adaptation in operational environments and providing responsive, personalized customer service. SAP Business Data Cloud involves a more intensive setup process due to its intricate features, supported by extensive documentation, and provides robust enterprise-level support optimal for larger implementations.

Pricing and ROI:Upsolver offers competitive pricing structures, resulting in a lower initial setup cost, appealing to budget-conscious businesses, and delivering solid ROI with efficient real-time data operations. In contrast, SAP incurs higher setup costs due to its advanced feature set, driving substantial long-term ROI by leveraging scalable, secure data management solutions ideal for complex data needs.

To learn more, read our detailed Data Integration Report (Updated: March 2026).

Buyer's Guide

Data Integration

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:

Categories and Ranking

SAP Business Data Cloud

Ranking in Data Integration

18th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (5th), Cloud Analytics (2nd), Predictive Analytics (3rd), Data Governance (11th), Cloud Data Warehouse (12th)

Upsolver

Ranking in Data Integration

39th

Average Rating

8.4

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Streaming Analytics (21st)

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.

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reviewer2784462

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

Streaming pipelines have become simpler and onboarding new data sources is now much faster

One of the best features Upsolver offers is the automatic schema evolution. Another good feature is SQL-based streaming transformations. Complex streaming transformations such as cleansing, deduplication, and enrichment were implemented using SQL and drastically reduced the need for custom Spark code. My experience with the SQL-based streaming transformations in Upsolver is that it had a significant positive impact on the overall data engineering workflow. By replacing custom Spark streaming jobs with declarative SQL logic, I simplified development, review, and deployment processes. Data transformations such as parsing, filtering, enrichment, and deduplication could be implemented and modified quickly without rebuilding or redeploying complex code-based pipelines. Upsolver has impacted my organization positively because it brings many benefits. The first one is faster onboarding of new data sources. Another one is more reliable streaming pipelines. Another one is near-real-time data availability, which is very important for us. It also reduced operational effort for data engineering teams. A specific outcome that highlights these benefits is that the time to onboard new sources is reduced from weeks to days. Custom Spark code reduction reached 50 to 40 percent. Pipeline failures are reduced by 70 to 80 percent. Data latency is improved from hours to minutes.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Technical support is helpful."

"We moved to SAP because we recognize the value and advantage of SAP Cloud Analytics over other solutions."

"One feature I've found most valuable is discovery."

"Planning is the most valuable feature of the product because it's integrated and that means we don't need to rely on an independent planning environment."

"It's so user-friendly."

"In the most recent release, the schedule publication was officially updated and it's been added on MS Office 365. I like how we had an EPM for B to C perspective; it's a great enhancement. Also, I believe the B to B connectivity has been improved. Android support for mobile is really good also. Power BI has always had android support in place, so manual support for SAP Analytics Cloud is also a very good feature."

"We use it for all our reporting right now, everything is happening in SAP, and all dashboards are there, and all data comes through in real-time."

"The most valuable features are on the application side, where you can design applications into your analytics on the platform."

More SAP Business Data Cloud pros

"It was easy to use and set up, with a nearly no-code interface that relied mostly on drag-and-drop functionality."

"The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies."

"A specific outcome that highlights these benefits is that the time to onboard new sources is reduced from weeks to days, custom Spark code reduction reached 50 to 40 percent, pipeline failures are reduced by 70 to 80 percent, and data latency is improved from hours to minutes."

"Customer service is excellent, and I would rate it between eight point five to nine out of ten."

Cons

"It should have the flexibility for scoping the story and models. When you use it in a three-layer architecture, you struggle with the fact that you usually have just one SAP Analytics Cloud tenant, and you have to switch the connections, which might be an issue for bigger developments. For the development role, there should be an option to switch between development and production scenarios."

"In terms of what could be improved, I would say their positioning. Effectively there are too many parts from SAP in the planning and consolidation space."

"Its integration or connectivity with non-SAP systems, big data, and social media, such as YouTube, LinkedIn, et cetera, can be improved. This is where SAP has limited features as compared to other solutions."

"I believe the stability needs more work."

"Pricing is fine for the BI license, but when it comes to client license, that fee is a bit high."

"The product could improve by enhancing connectivity issues and speeding up response times for support queries."

"With the R Visualization, the coding is somewhat complex."

"One area for improvement in SAP Analytics Cloud is incorporating Python into the coding. That functionality is available, but it's not as efficient, and it's a bit difficult sometimes to do it, so that could be improved."

More SAP Business Data Cloud cons

"On the stability side, I would rate it seven out of ten. Using multiple cloud providers and data engineering technologies creates complexity, and managing different plugins is not always easy, but they are working on it."

"There is room for improvement in query tuning."

"Upsolver excels in ETL and data aggregation, while ThoughtSpot is strong in natural language processing for querying datasets. Combining these tools can be very effective: Upsolver handles aggregation and ETL, and ThoughtSpot allows for natural language queries. There’s potential for highlighting these integrations in the future."

"I think that Upsolver can be improved in orchestration because it is not a full orchestration tool."

Pricing and Cost Advice

"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."

"Its licensing is on a monthly basis."

"It's not that costly as such for the time being."

"The pricing of this product is reasonable."

"Its price is slightly on the higher side."

"The platform is about 50% more expensive than Power BI."

"The premium option is very expensive at five thousand dollars. I use the nine hundred and ninety-nine dollar option."

"SAP pricing tends to be premium, so it is slightly higher."

More SAP Business Data Cloud pricing and cost advice

"Upsolver is affordable at approximately $225 per terabyte per year."

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Top Industries

By visitors reading reviews

Manufacturing Company

17%

Financial Services Firm

Retailer

Computer Software Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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

No data available

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 ...

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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.

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What is your experience regarding pricing and costs for Upsolver?

My experience with pricing, setup cost, and licensing was a very good experience, but it is not a direct experience because it was not my responsibility. It was in charge of the customer. However, ...

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What needs improvement with Upsolver?

I think that Upsolver can be improved in orchestration because it is not a full orchestration tool. I believe it could be better in this regard. The cost needs attention at a very large scale. I th...

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What is your primary use case for Upsolver?

My main use case for Upsolver is during an IT consulting project for a large enterprise running a cloud-native data platform on AWS. I used Upsolver to ingest and process high-volume stream data fr...

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Comparisons

SAP BusinessObjects Business Intelligence Platform vs SAP Business Data Cloud

Compared 30% 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

Databricks vs Upsolver

Compared 12% of the time

SAS Access vs Upsolver

Compared 9% of the time

Alteryx Designer vs Upsolver

Compared 9% of the time

IBM Cloud Pak for Data vs Upsolver

Compared 8% of the time

Striim vs Upsolver

Compared 8% of the time

More Upsolver Competitors

Product Reports

Buyer's Guide

Cloud Data Warehouse

March 2026

Download SAP Business Data Cloud product report

Buyer's Guide

Data Integration

March 2026

Download Upsolver product report

Also Known As

SAP Analytics Cloud

No data available

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

Upsolver's mission is to turn engineering-intensive data lakes into easy-to-use repositories that serve 50X more data professionals compared to the status-quo today. Upsolver cuts 95% from the tedious process of preparing event data for analytics and machine learning, using a visual SQL-based interface, a cloud-native data platform and deep technology for stream-processing, indexing and eventually-consistent file systems.

Upsolver

Sample Customers

Live Oak Bank

Information Not Available

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