SAP Data Services vs StreamSets comparison

SAP and IBM are both solutions in the Data Integration category. SAP is ranked #16 with an average rating of 8.4, while IBM is ranked #23 with an average rating of 9.5. SAP holds a 1.5% mindshare in DI, compared to IBM’s 1.2% mindshare. Additionally, 86% of SAP users are willing to recommend the solution, compared to 100% of IBM users who would recommend it.

SAP Data Services

Read 52 SAP Data Services reviews

5,743 Views
3,676 Comparison Views

86% willing to recommend

StreamSets

Read 21 StreamSets reviews

3,524 Views
2,643 Comparison Views

100% willing to recommend

SAP Data Services

StreamSets

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 19, 2024

SAP Data Services and StreamSets are leading competitors in the data integration tools category. SAP Data Services is considered stronger due to its robust ETL and integration features, while StreamSets is preferred for user-friendliness and flexibility.

Features: SAP Data Services offers comprehensive ETL capabilities, seamless integration with SAP systems, and robust data quality transforms. It efficiently manages data migration and provides a rich toolset for data transformation. StreamSets focuses on easy pipeline design, requiring minimal coding, and integrates well with modern analytics platforms. It supports a wide range of data sources and provides a user-friendly interface even for non-technical users.

Room for Improvement: SAP Data Services struggles with web service integration, complex error logging, and lacks a web client. It is less intuitive compared to similar tools and has cumbersome support for data transformations. StreamSets requires enhancements in logging, error handling, and real-time processing support. It also needs better security features and improved data flow visualization. SAP users seek easier non-SAP integration and better support for big data, while StreamSets could be more intuitive with enhanced documentation.

Ease of Deployment and Customer Service: SAP Data Services is designed for on-premises deployment, making it suitable for SAP environments but restricting flexibility. StreamSets supports a variety of deployment options, including public and hybrid cloud, offering greater adaptability. SAP's technical support is well-regarded but often slow and complex. StreamSets provides satisfactory customer service but could be more responsive. Both face issues with service turnaround times and need better support for cloud features.

Pricing and ROI: SAP Data Services is known for high pricing, particularly challenging for smaller businesses, yet offers ROI by reducing deployment time and managing data quality effectively. StreamSets offers open-source options and various licensing models, which are cost-effective long-term due to scalability and low monthly fees. While SAP is seen as costly for smaller enterprises, it provides significant enterprise data management benefits. StreamSets appeals due to its affordability, yet the pricing efficacy varies by company size and resource requirements.

To learn more, read our detailed SAP Data Services vs. StreamSets Report (Updated: April 2026).

Buyer's Guide

SAP Data Services vs. StreamSets

April 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:

ROI

Sentiment score

6.2

SAP Data Services offers significant time and cost savings, enhancing productivity and aligning with digital trends for improved effectiveness.

Sentiment score

8.1

StreamSets speeds up data processing, boosts efficiency and revenue, simplifies tasks, enhances security, and reduces costs significantly.

SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

For more quotes and insights, download the SAP Data Services report

No quotes available

For more quotes and insights, download the StreamSets report

Customer Service

Sentiment score

6.7

SAP Data Services support receives mixed reviews, with high marks for urgent issues but inconsistencies lead some users to seek alternatives.

Sentiment score

6.7

StreamSets support is responsive and knowledgeable, offering effective solutions, though response times and technical handling could improve.

If you keep a high priority issue, such as a production impact, they certainly come and address it in no time.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

Unlike level one where they basically search for the notes and provide responses, level two and level three are much better.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

IBM technical support sometimes transfers tickets between different teams due to shift changes, which can be frustrating.

SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

For more quotes and insights, download the StreamSets report

Scalability Issues

Sentiment score

7.4

SAP Data Services is highly scalable, efficiently manages data operations, supports various organizational sizes, and improves performance for enterprises.

Sentiment score

7.6

StreamSets is scalable and flexible, favored for cloud use but could improve auto-scaling for large data migrations.

If I were to rate it from one to 10, I would say it has a nine to 10 for scalability.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

No quotes available

For more quotes and insights, download the StreamSets report

Stability Issues

Sentiment score

7.6

SAP Data Services is highly stable, user-friendly, with occasional hardware-related issues, and remains reliable with minimal glitches.

Sentiment score

7.8

StreamSets is praised for stability and reliability, despite minor memory issues, with high user ratings and market competitiveness.

I would rate the stability of SAP Data Services as very stable, a ten.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

For more quotes and insights, download the SAP Data Services report

No quotes available

For more quotes and insights, download the StreamSets report

Room For Improvement

SAP Data Services struggles with job handling, integration, user interface complexity, pricing, scalability, and support effectiveness.

StreamSets struggles with integration, real-time processing, clarity in UI, memory issues, security, documentation, and cloud storage performance.

Now, they are coming up with many pricing options, which is tricky; they offer one thing for free, but charge for nine others.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

SAP Data Services does handle integration with third-party systems.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

The documentation is not up to the mark.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades.

SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

For more quotes and insights, download the StreamSets report

Setup Cost

SAP Data Services pricing is competitive for enterprises but can be substantial for small businesses with variable licensing costs.

StreamSets provides flexible pricing models, with varied user satisfaction, favoring larger enterprises over smaller companies due to cost.

No quotes available

For more quotes and insights, download the SAP Data Services report

No quotes available

For more quotes and insights, download the StreamSets report

Valuable Features

SAP Data Services provides scalable data migration and integration with advanced features, including ETL, data quality, and SAP connectivity.

StreamSets offers intuitive interface, extensive connectors, and features accessible to non-technical users for seamless data integration and manipulation.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

SAP Data Services is mainly used for extraction of data, and it works with all databases.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

I really appreciate the many custom functions that exist and the ease of connecting to different SAP connections.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

For more quotes and insights, download the SAP Data Services report

It allows a hybrid installation approach, rather than being completely cloud-based or on-premises.

SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

For more quotes and insights, download the StreamSets report

Categories and Ranking

SAP Data Services

Ranking in Data Integration

16th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Quality (3rd)

StreamSets

Ranking in Data Integration

23rd

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Data Integration category, the mindshare of SAP Data Services is 1.5%, down from 2.3% compared to the previous year. The mindshare of StreamSets is 1.2%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
SAP Data Services	1.5%
StreamSets	1.2%
Other	97.3%

Data Integration

Featured Reviews

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

Has consistently provided impressive data handling capabilities and robust security features

Some of the most valuable features of SAP Data Services include data extraction where SAP is the best in that perspective, but when it comes to analytics or the reporting tool, I prefer to connect with Microsoft Power BI, which is a fantastic tool. Typically, from an end-user perspective, SAP has a huge amount of data, in terms of terabytes of data, but when you analyze that, the best form of visualization is always through Microsoft Power BI. SAP Data Services provides a best-in-class return on investment, as SAP's vision and forecast are absolutely amazing. They are ahead of technology, building an ecosystem that meets the standards of the fast-changing digital economy. SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.

Read full review

SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

Enables effective batch loading with visual interface and enterprise support

One issue I observed with StreamSets is that the memory runs out quickly when processing large volumes of data. Because of this memory issue, we have to upgrade our EC2 boxes in the Amazon AWS infrastructure. I had to switch to a new EC2 box, even though the processor was not fully utilized. It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades. Additionally, it would be a great enhancement if StreamSets could produce a lineage graph to visualize how the data has passed through the system.

Read full review

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Top Industries

By visitors reading reviews

Manufacturing Company

13%

Government

Computer Software Company

Construction Company

Financial Services Firm

11%

Insurance Company

Manufacturing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	5
Large Enterprise	36

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	2
Large Enterprise	11

Questions from the Community

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...

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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...

See all answers

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...

See all answers

What needs improvement with StreamSets?

See all answers

What is your primary use case for StreamSets?

We are using StreamSets for batch loading.

See all answers

What advice do you have for others considering StreamSets?

If asked, I definitely recommend StreamSets to other users. My overall rating for the solution is nine.

See all answers

Comparisons

Syniti Data Quality vs SAP Data Services

Compared 5% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs SAP Data Services

Compared 5% of the time

Palantir Foundry vs SAP Data Services

Compared 4% of the time

SSIS vs SAP Data Services

Compared 4% of the time

Qlik Talend Cloud vs SAP Data Services

Compared 4% of the time

More SAP Data Services Competitors

Pentaho Data Integration and Analytics vs StreamSets

Compared 7% of the time

SSIS vs StreamSets

Compared 6% of the time

Confluent vs StreamSets

Compared 6% of the time

Informatica PowerCenter vs StreamSets

Compared 5% of the time

Oracle GoldenGate vs StreamSets

Compared 4% of the time

More StreamSets Competitors

Product Reports

Buyer's Guide

SAP Data Services

April 2026

Download SAP Data Services product report

Buyer's Guide

StreamSets

April 2026

Download StreamSets product report

Also Known As

SAP BusinessObjects Data Services, SAP BusinessObjects Data Integrator, BusinessObjects Data Integrator

No data available

Overview

SAP Data Services is a comprehensive data integration and management tool known for its robust ETL functionality and seamless data quality management across SAP and non-SAP systems, providing flexibility and effective data handling.

SAP Data Services offers extensive integration capabilities with a range of systems, enabling efficient data migration, warehousing, and quality assurance. Despite challenges in connectivity, SQL optimization, and handling big data, it remains a top choice for data extraction and transformation. Its user-friendly interface and customization options enhance ease of use. The tool is recognized for scalability, performance, customer satisfaction, and supporting complex data transformations for improved analytics.

What are the key features of SAP Data Services?

Integration Capabilities: Facilitates seamless data handling between SAP and non-SAP systems.
Robust ETL Functionality: Enables effective extraction, transformation, and loading of data.
Seamless Data Quality Management: Maintains high standards of data integrity and quality.
Heterogeneous Data Processing: Supports diverse data environments for flexibility.
Powerful Data Transformation: Enhances reporting and analytics through complex transformations.

What benefits and ROI should be considered?

Scalability: Grows with business needs without compromising performance.
Performance: Efficient data processing and management for increased productivity.
Customer Satisfaction: High satisfaction levels due to reliability and performance.
Flexibility: Extensive customization options to suit diverse requirements.
Improved Analytics: Supports rich analytics through comprehensive data integration and transformation.

SAP Data Services is widely implemented across industries like banking, telecom, and manufacturing. Companies leverage it to integrate multiple data sources and manage migrations from legacy to modern platforms such as cloud environments and HANA architecture. It supports complex transformations essential for financial, operational, and business intelligence reporting, enhancing insights and decision-making.

SAP

StreamSets streamlines data pipeline creation, connecting data from multiple sources to destinations like cloud platforms with minimal coding. Its centralized platform and intuitive design enhance ETL and data migration processes.

StreamSets integrates seamlessly with analytics platforms, offering tools such as Data Collector and Control Hub to facilitate data ingestion, transformation, and machine learning integrations. Its user-friendly interface and ready connectors aid in configuring complex data pipelines. With built-in data drift resilience and scheduling options, users experience efficient, scalable data management, despite challenges like latency in cloud storage and interface enhancement needs. Users often employ StreamSets for batch loading, real-time data processing, and smart data pipeline management, offering comprehensive data integration solutions.

What are the key features of StreamSets?

Data Collector: Enables streamlined data collection and processing.
Control Hub: Centralizes management of data pipelines.
Minimal Coding: Simplifies pipeline configuration with limited code requirement.
Data Drift Resilience: Adapts to changes in data patterns effectively.

What benefits should users look for?

Time-Saving: Efficient processes reduce manual effort.
Scalability: Easily manages large datasets.
Integration: Connects with leading analytics and cloud platforms.
Real-Time Processing: Supports continuous data delivery for timely insights.

In industries like finance and technology, StreamSets supports data migration, machine learning integrations, and analytics by simplifying data transformation and enhancing decision-making capabilities through its robust pipeline management.

IBM

Sample Customers

EMC Corporation, LivePerson, Eldorado, Mozzart, The VELUX Group, AOK Bundesverband, Hilti Group, Nissha Printing Company Ltd., Asian Paints, Aareal Bank Group, Migros Group

Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge

Buyer's Guide

SAP Data Services vs. StreamSets

April 2026

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