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

Ascend.io vs SAP Data Services comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive Summary

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

Ascend.io
Ranking in Data Integration
45th
Average Rating
8.8
Reviews Sentiment
5.0
Number of Reviews
4
Ranking in other categories
No ranking in other categories
SAP Data Services
Ranking in Data Integration
17th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
52
Ranking in other categories
Data Quality (5th)
 

Mindshare comparison

As of November 2026, in the Data Integration category, the mindshare of Ascend.io is 0.4%, up from 0.3% compared to the previous year. The mindshare of SAP Data Services is 1.6%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
SAP Data Services1.6%
Ascend.io0.4%
Other98.0%
Data Integration
 

Featured Reviews

reviewer2784462 - PeerSpot reviewer
Software Engineer at a tech vendor with 10,001+ employees
Automated data pipelines have transformed complex workloads and now deliver faster, reliable insight
The standout feature is the Data Awareness Engine, in my opinion the intelligent control plane. Unlike traditional orchestrators that run tasks based on schedules or external events, Ascend.io understands the state of the data. If a source file changes or transformation logic is updated, the engine automatically identifies only the impacted data partitions and recalculates exclusively those. This eliminated the need to write complex logic for partial reloads and ensures that downstream data is always consistent with the latest version of the code. Ascend.io impacted my organization positively because it helped me solve my problem by solving our operational maintenance crisis. Previously, every time a Spark job failed, we had to manually intervene to clean up partial data and restart the pipeline. With Ascend.io, infrastructure management and checkpointing are fully automated. It drastically reduced our technical debt, allowing our data engineers to focus on business logic rather than cluster management or writing boilerplate ingestion code. Code reduction eliminated 60% to 70% of custom Spark code. Operational cost saw a 30% reduction in man-hours dedicated to pipeline maintenance and incident management. The meantime to recovery reduced from hours to minutes due to automatic failure tracking. With Ascend.io, you write what you want, not how to do it. It is a declarative approach and reduces code by 80%. This is very important to me. A good feature is the integrated lineage because an instant visualization of data flow across all components is very useful.
reviewer2686500 - PeerSpot reviewer
SAP BI Architect at a government with 10,001+ employees
Integration has become more robust and seamless
SAP Data Services is mainly used for extraction of data, and it works with all databases. The flows and everything are configured effectively. One of the most valuable features is that it is integrated. Compared to the past, it is much more robust and easier to use. The only issue is that documentation is not up to the mark. The data quality management features support our business because we can fetch anything based on the requirements. Before, we used to have a tough time getting data, but now, with HANA and all these tools, it is seamless.

Quotes from Members

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

Pros

"Ascend.io has positively impacted my organization by making getting data much easier; it handles all those delta changes and other details from repeat calls, making the engineering aspect much easier, which means revisions and transformations could happen more frequently because our time was freed up."
"One of the best features Ascend.io offers is Agentic analytics, which applies Agentic AI within systems to verify and operationalize data products, and it is live, allowing you to build systems and visualizations that turn data and different data sets into production-ready workflows."
"We have seen positive results, particularly in the time spent monitoring and troubleshooting the data pipelines, as Ascend.io has reduced manual investigation effort by approximately 30 to 40% because we can see pipeline dependencies, execution history, and data quality results in one place."
"With Ascend.io, infrastructure management and checkpointing are fully automated, drastically reducing our technical debt, allowing our data engineers to focus on business logic rather than cluster management or writing boilerplate ingestion code."
"The HANA database, which is very fast, is a valuable feature."
"The user interface is ok."
"The initial setup is not complex."
"The API tool in this product is very valuable; it is very easy to onboard and use."
"SAP Data Services is a very general tool for SAP as a source and SAP as a destination, and it can also connect to any source and any destination, which is a very valuable aspect of the solution."
"Its integration capabilities and the data migration capabilities are the most valuable. It is very good for SAP and non-SAP tools. It has very good integration with SAP, but it also has the capabilities to connect to other systems. We find it very helpful and stable."
"The best advantages of SAP Data Services are the good scalability and high customer satisfaction."
"The logic is also simple. It makes it easy to build your extraction."
 

Cons

"Ascend.io could be improved by making the initial setup and onboarding more straightforward, especially for teams that are new to data engineering platforms."
"Ascend.io can be improved by perhaps expanding its reach beyond small industries to get into big industries or large investment companies and big financial industries, revolutionizing how data plays certain roles in leadership and decision-making."
"Ascend.io can be improved because it is very expensive to scale on top of utilizing Snowflake, which itself is exceptionally expensive, making it very hard for any small to medium-sized business to validate that expense."
"Ascend.io can be improved regarding the initial learning curve because for those used to writing pure Spark code, a mindset shift is required to trust the tool's automation."
"Address validation in SAP Data Services is chargeable and should be made free."
"The solution should allow for better integration with other analysis tools."
"There are a lot of version improvements in the years and makes it hard to sync up with older versions of the same tool."
"It has inadequate data analysis and data profiling, which has increased testing and user acceptance duration."
"From my experience in SAP implementation, I am often irritated by very selective knowledge of SAP implementation consultants and it’s not only from my company but generally taking into consideration SAP services market."
"The solution could improve the overall features. There is a lot that can be done in the solution, therefor there are areas where it can improve. Additionally, there is a need to make it easier for one to create connections to other non-SAP systems. The flexibility to connect to other non-SAP systems is needed."
"An area for improvement in SAP Data Services could involve making the product more accessible to non-technical end-users."
"For new product implementations, there is a super high level of customization required, especially where data ingestion and SLA requirements are very demanding, which is where we see the need for improvement in SAP Data Services."
 

Pricing and Cost Advice

Information not available
"The enterprise version of SAP Data Services is free."
"Its pricing is as per the enterprise agreement and not a concern for us."
"There is a one time purchase fee plus annual maintenance."
"The pricing is a little high to make the product more competetive in the marketplace."
"I rate the product price as one or two on a scale of one to ten, where one is a low price, and ten is a high price."
"It's relatively expensive compared to other vendors, but it is competitive."
"Speaking about prices, Oracle and SAP are market leaders. So, the prices are more."
"The price of SAP Data Services is a little high when compared to other solutions. Due to the pricing and capabilities, many clients are switching to other solutions."
report
Use our free recommendation engine to learn which Data Integration solutions are best for your needs.
921,523 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
31%
Comms Service Provider
13%
Government
8%
Financial Services Firm
7%
Manufacturing Company
10%
Construction Company
9%
Comms Service Provider
7%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise5
Large Enterprise36
 

Questions from the Community

What is your experience regarding pricing and costs for Ascend.io?
My experience with pricing, setup cost, and licensing was that the setup was fine and good, licensing was okay, but the pricing was the most challenging part, especially because Ascend.io used our ...
What needs improvement with Ascend.io?
Ascend.io could be improved by making the initial setup and onboarding more straightforward, especially for teams that are new to data engineering platforms. This could include more guided tutorial...
What is your primary use case for Ascend.io?
My main use case for Ascend.io is testing and validating data pipelines and integrations, where I use it to monitor data flows from source to destination, verify the transformations are working cor...
How do you evaluate the ratio of price to quality for SAP Data Services?
I believe the license for the product is fair, even though some competitors offer similar services at lower prices. The difference between the Edge edition and the next one up is significant in pr...
Would you recommend SAP Data Services to complete beginners?
I think after some preparation, a beginner will be able to use SAP Data Services, however, if you are completely unprepared, you may have some issues. I think that in particular you will need a mo...
How has SAP Data Services helped your organization?
SAP Data Services has helped our whole staff understand the data across various sources and systems within the company. Not everyone who works at my organization is an IT expert - most just have av...
 

Also Known As

No data available
SAP BusinessObjects Data Services, SAP BusinessObjects Data Integrator, BusinessObjects Data Integrator
 

Overview

 

Sample Customers

Information Not Available
EMC Corporation, LivePerson, Eldorado, Mozzart, The VELUX Group, AOK Bundesverband, Hilti Group, Nissha Printing Company Ltd., Asian Paints, Aareal Bank Group, Migros Group
Find out what your peers are saying about Ascend.io vs. SAP Data Services and other solutions. Updated: November 2026.
921,523 professionals have used our research since 2012.