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Melissa Data Quality vs SAP Data Services comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

Melissa Data Quality
Ranking in Data Quality
13th
Average Rating
8.4
Reviews Sentiment
7.6
Number of Reviews
40
Ranking in other categories
Data Scrubbing Software (4th)
SAP Data Services
Ranking in Data Quality
5th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
52
Ranking in other categories
Data Integration (17th)
 

Mindshare comparison

As of November 2026, in the Data Quality category, the mindshare of Melissa Data Quality is 3.9%, up from 2.7% compared to the previous year. The mindshare of SAP Data Services is 4.0%, down from 6.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
SAP Data Services4.0%
Melissa Data Quality3.9%
Other92.1%
Data Quality
 

Featured Reviews

GM
Data Architect at World Vision
SSIS MatchUp Component is Amazing
- Scalability is a limitation as it is single threaded. You can bypass this limitation by partitioning your data (say by alphabetic ranges) into multiple dataflows but even within a single dataflow the tool starts to really bog down if you are doing survivorship on a lot of columns. It's just very old technology written that's starting to show its age since it's been fundamentally the same for many years. To stay relavent they will need to replace it with either ADF or SSIS-IR compliant version. - Licensing could be greatly simplified. As soon as a license expires (which is specific to each server) the product stops functioning without prior notice and requires a new license by contacting the vendor. And updating the license is overly complicated. - The tool needs to provide resizable forms/windows like all other SSIS windows. Vendor claims its an SSIS limitation but that isn't true since pretty much all SSIS components are resizable except theirs! This is just an annoyance but needless impact on productivity when developing new data flows. - The tool needs to provide for incremental matching using the MatchUp for SSIS tool (they provide this for other solutions such as standalone tool and MatchUp web service). We had to code our own incremental logic to work around this. - Tool needs ability to sort mapped columns in the GUI when using advanced survivorship (only allowed when not using column-level survivorship). - It should provide an option for a procedural language (such as C# or VB) for survivor-ship expressions rather than relying on SSIS expression language. - It should provide a more sophisticated ability to concatenate groups of data fields into common blocks of data for advanced survivor-ship prioritization (we do most of this in SQL prior to feeding the data to the tool). - It should provide the ability to only do survivor-ship with no matching (matching is currently required when running data through the tool). - Tool should provide a component similar to BDD to enable the ability to split into multiple thread matches based on data partitions for matching and survivor-ship rather than requiring custom coding a parallel capable solution. We broke down customer data by first letter of last name into ranges of last names so we could run parallel data flows. - Documentation needs to be provided that is specific to MatchUp for SSIS. Most of their wiki pages were written for the web service API MatchUp Object rather than the SSIS component. - They need to update their wiki site documentation as much of it is not kept current. Its also very very basic offering very little in terms of guidelines. For example, the tool is single-threaded so getting great performance requires running multiple parallel data flows or BDD in a data flow which you can figure out on your own but many SSIS practitioners aren't familiar with those techniques. - The tool can hang or crash on rare occasions for unknown reason. Restarting the package resolves the problem. I suspect they have something to do with running on VM (vendor doesn't recommend running on VM) but have no evidence to support it. When it crashes it creates dump file with just vague message saying the executable stopped running.
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

"Our customer database is now significantly more accurate and reliable."
"This tool works better for us than using a batch processing system that we do not have enough control over as each record is being processed."
"When we plugin the contact verify component in the ETL from Source Systems, it will greatly help in standardizing and cleansing the source data and help keep the downstream systems clean."
"Through more accurate data, our marketing department has been able to increase delivery and conversion rates through email direct marketing initiatives."
"Still, I would advise getting the service without hesitation."
"By validating and parsing the addresses our customers submit to us, we have reduced the number of addressing errors encountered during our processing."
"By using Melissa Data, we are able to scrub and verify, then better validate the end customer's address to ensure a more consistent delivery of products."
"We now have less errors on catalog address labels."
"From my point of view, Dataservices is a good ETL choice if there are SAP systems in the sources or the targets (it can help to make BW transformations much easier)."
"It is a powerful product with a broad range of features."
"It's easy to understand and deploy. It's easy to create new applications, and depending on the complexity of the application, it is easy to deploy the new requirements."
"I appreciate having access to the SAP data."
"I have worked with Data Services for a long time, and currently, I find the dashboarding and reporting part to be the most valuable function."
"The user interface is ok."
"The solution offers very good integration capabilities."
"We have integration with 30 different systems now, business users' manual data-entry load has decreased, and data between different systems are consistent in almost-real time."
 

Cons

"The tool needs to provide resizable forms/windows like all other SSIS windows. Vendor claims its an SSIS limitation however all SSIS components are resizable so that isn't true. This is just an annoyance but needless."
"I wish there was a way to do a "test run" and see what a particular format will give you."
"MatchUp is a more complex product and I recommend a test area before upgrading to production. Performance can change from version to version."
"It would be great if the product can be expanded to standardize and clean Telephone Numbers and TaxID’s/SSN’s."
"Many issues, sometimes I have to completely log out and start over."
"Needs to validate more addresses accurately."
"MatchUp seems to be single threaded, and limits the amount of data that can be processed automatically."
"Overall there is a room for improvement in Customer Address Appends and Email Appends."
"The execution engines and processing engines have shortcomings and need improvements."
"It will work fine only in an SAP environment. It could be said that the integration with other vendors could be better."
"They could make it easier to work with web services."
"This is not a solution I recommend for incident management."
"The pricing of the solution should be improved."
"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."
"With SAP Data Services, the problem arises when I try to connect to Azure Databricks."
"I have several issues with this solution. The embedded features that SAP Data Services offers are not enough for me to implement everything that I want."
 

Pricing and Cost Advice

"Depends on situation. We prefer to have data onsite, but some might prefer web access."
"Be sure to determine how the data is priced (record-based versus credit-based or some hybrid of data and services)."
"Generally, the cost is ROI positive, depending on your shipping volume."
"​We are concerned that our own pricing is going up every year for Melissa Data products, but we highly recommend the services for people who are routinely sending out mailings."
"This vendor has no equal in pricing for equivalent functionality."
"​You should have a good idea of the size of your data and the amount of cleansing you will be doing, so you will purchase the appropriate size bundle.​"
"​It is affordable."
"Buy a lot more credits than you think you’re going to need."
"There is a one time purchase fee plus annual maintenance."
"The license price is expensive but medium to large-scale companies, should be able to afford it. Other solutions, such as Talend are easier to afford for smaller companies. Depending on the sources of the data where you are receiving your data you could be paying for more than one license."
"Speaking about prices, Oracle and SAP are market leaders. So, the prices are more."
"Pricing is good, there is no problem."
"Its pricing is as per the enterprise agreement and not a concern for us."
"The enterprise version of SAP Data Services is free."
"The price is very reasonable."
"The pricing is a little high to make the product more competetive in the marketplace."
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Top Industries

By visitors reading reviews
Outsourcing Company
16%
Construction Company
15%
Comms Service Provider
9%
Healthcare Company
5%
Manufacturing Company
10%
Construction Company
9%
Comms Service Provider
7%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise3
Large Enterprise14
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise5
Large Enterprise36
 

Questions from the Community

Ask a question
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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

Boeing Co., FedEx, Ford Motor Co, Hewlett Packard, Meade-Johnson, Microsoft, Panasonic, Proctor & Gamble, SAAB Cars USA, Sony, Walt Disney, Weight Watchers, and Intel.
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 Melissa Data Quality vs. SAP Data Services and other solutions. Updated: November 2026.
920,929 professionals have used our research since 2012.