No more typing reviews! Try our Samantha, our new voice AI agent.

SAP Business Data Cloud vs Upsolver comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 15, 2026

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
11th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
120
Ranking in other categories
BI (Business Intelligence) Tools (3rd), Business Performance Management (4th), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (10th), Cloud Data Warehouse (9th)
Upsolver
Ranking in Data Integration
41st
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
Streaming Analytics (22nd)
 

Mindshare comparison

As of November 2026, in the Data Integration category, the mindshare of SAP Business Data Cloud is 1.2%, up from 0.4% compared to the previous year. The mindshare of Upsolver is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud1.2%
Upsolver0.7%
Other98.1%
Data Integration
 

Featured Reviews

Pavlina Pankova - PeerSpot reviewer
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.
reviewer2784462 - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"For persons who are planning to shift to SAP Business Data Cloud, I have spoken to some customers and clients, and they are happy with SAP Business Data Cloud."
"SAP Analytics Cloud allows you to quickly perform various tasks in terms of virtualization. CyberArk itself requires some enhancements to better connect with other technologies. While it's easy to connect with SAP, using analytics tools may sometimes necessitate sourcing information from different platforms. You might need data from SAP or other technologies/platforms to access specific information not available within SAP. SAP is effective for managing storage and enhancing virtualization capabilities."
"The reporting, dashboards, KPIs, and visualization are the most valuable."
"The platform's main benefit is its integration with SAP ERP data. It’s effective for data integration and integrity."
"The planning functionality is good."
"It's many features make it the best in the market."
"SAP Business Data Cloud has provided centralized access in respect of the data governance part, managed to provide real-time insights due to its live reporting, and provided a unified, comprehensive interface wherein the data is in harmony, whether it is SAP or non-SAP."
"It's so user-friendly."
"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."
"It was easy to use and set up, with a nearly no-code interface that relied mostly on drag-and-drop functionality."
"Customer service is excellent, and I would rate it between eight point five to nine out of ten."
"I have saved 50 to 60% on maintaining pipelines since using Upsolver."
"The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies."
 

Cons

"The performance of Data Product Generator to load data from BW to Data Sphere is really slow."
"It is very expensive."
"When it comes to planning there is a concern about the ability to match the exact requirements of the customer with what the product offers."
"I dislike when they do a lot of verification before I begin. I need to follow various steps to get into the system, and I hate this one."
"The disadvantage I see for SAP Business Data Cloud is that while it is a powerful platform, it is not a very universal solution due to the high cost of ownership and dependency on data quality, leading to a situation of garbage in, garbage out."
"SAP could add more templates to the platform."
"Regarding the deployment process, I find it complex. SAP requires more configurations, and it is not easy to install SAP."
"It's lacking a bit in maturity and we find we can't replace our existing mode 1 analytics tool until it's improved."
"There is room for improvement in query tuning."
"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."
"I think that Upsolver can be improved in orchestration because it is not a full orchestration tool."
"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 would say Upsolver's scalability is eight out of 10 because of pricing."
 

Pricing and Cost Advice

"The product is expensive."
"This solution is pricey."
"Compute and storage features should be sold separately."
"Its pricing is okay as compared to its competitors."
"The price is competitive. There is a power user license and normal user license, but the normal user license is reasonable."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"It Wasn't directly involved in the pricing discussions, but when I joined the organization, they had already purchased the SAP Analytics Cloud solution. The organization faced challenges due to its perceived expense, leading to restrictions on granting access to many users."
"The pricing is based on an annual license and is rated a four out of ten."
"Upsolver is affordable at approximately $225 per terabyte per year."
report
Use our free recommendation engine to learn which Data Integration solutions are best for your needs.
920,929 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Media Company
13%
Outsourcing Company
13%
Manufacturing Company
11%
Construction Company
7%
Real Estate/Law Firm
13%
Manufacturing Company
13%
Retailer
12%
Comms Service Provider
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business47
Midsize Enterprise22
Large Enterprise79
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 ...
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.
What needs improvement with SAP Analytics Cloud?
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 c...
What is your experience regarding pricing and costs for Upsolver?
My experience with pricing, setup cost, and licensing is that the pricing is nine out of 10.
What needs improvement with Upsolver?
I think Upsolver can be improved with deeper integration with external orchestration out of the box. I would appreciate more clear dashboards with billing in real time as a needed improvement.
What is your primary use case for Upsolver?
My main use case for Upsolver is to operate with changes in the structure of new data without a pipeline disrupting. I write SQL queries in Upsolver, and the platform takes care of the data itself,...
 

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
No data available
 

Overview

 

Sample Customers

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture
Information Not Available
Find out what your peers are saying about SAP Business Data Cloud vs. Upsolver and other solutions. Updated: November 2026.
920,929 professionals have used our research since 2012.