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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
11th
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
4th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
52
Ranking in other categories
Data Integration (16th)
 

Mindshare comparison

As of September 2026, in the Data Quality category, the mindshare of Melissa Data Quality is 3.9%, up from 2.8% compared to the previous year. The mindshare of SAP Data Services is 3.7%, down from 8.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
SAP Data Services3.7%
Melissa Data Quality3.9%
Other92.4%
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.
Ramesh Pampana - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"NCOA processing is now quick and easy. No waiting for the list to come back, no calling, and no worrying if there are enough credits available."
"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."
"Easy to deploy with the help of my DBAs and Melissa Data tech support."
"Customer Service: Great Technical Support: Great"
"Address verification ensures our customers get their packages, and we aren’t charged for incomplete address information."
"It is easy to install and configure, integrates well with Visual Studio Data Tools, generates a unique key for every address it processes, generates correct error codes whenever it corrects an address, and is very reliable."
"Ability to validate addresses, make corrections to address."
"Through more accurate data, our marketing department has been able to increase delivery and conversion rates through email direct marketing initiatives."
"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."
"Having different ways of extracting data has been very useful; we can extract data at a table level, extract data at the ETL level, and we can extract data at an ODP level."
"Doing De-Deduplication of data for Data Cleansing is much easier and has been revolutionised with Data Services, especially used in conjunction with SAP Information Stewards."
"The solution is easy to use since it's a graphical tool. It also requires only low-level coding."
"The SAP Data Services EE License has all the additional products for enterprise wide data delivery, like Information Steward, Event Stream Processing, etc."
"The initial setup is not complex."
"I like how SAP Data Services links reporting and data integration. That's what's most interesting. You also have the opportunity to leverage the power of the Data Services server."
"Data Services' best features are its robustness and plug-and-play integration with other SAP applications."
 

Cons

"Many issues, sometimes I have to completely log out and start over."
"Tech support at Melissa Data was very quick to wash their hands of an issue and say it's IT policies on my side that are causing the issue. There was no offer to try and find a work-around. Just an overwhelming attitude of "it’s not our problem.""
"We would appreciate it if there was a larger database so that we could find information more often. For example, we can search for 10 people and only find the information for three of them, if we are lucky."
"The use case I'm familiar with is for a merchant who was contrasting this technology with data from Dun and Bradstreet: so my recommendation is that Melissa Data purchase Dun and Bradstreet to combine their data breadth."
"I wish there was a way to do a "test run" and see what a particular format will give you."
"It would be helpful if a list of the codes and explanations could be included."
"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."
"SAP Data Services should be made a web-based solution."
"Sudden crashing of DS making unsaved changes lost, happens usually when logged in for a long amount of time."
"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."
"The technical support for this solution is not very good, they don't really care about assisting with issues."
"An area that seems to need to be improved in this product is that it isn't completely ready to compete as it should in the market."
"An area for improvement in SAP Data Services could involve making the product more accessible to non-technical end-users."
"This is not a solution I recommend for incident management."
"Error logging is very cryptic."
 

Pricing and Cost Advice

"Pricing is very reasonable."
"​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.​"
"Understand how may transactions you will be processing so that you can get the right tier pricing."
"The only complaint that I have towards it is they sell licenses based on a range of usage, and I feel those ranges are too large."
"They were willing to work with our preferred vendors, though it involved extra steps to get the license."
"The price for address validation is similar in all software. However, the price for geocoding decides the actual pricing. If you get their most accurate geocoding (called GeoPoints), then it will add about $10k+ per million requests."
"Cloud version is very cheap. On-premise version is expensive."
"Be sure to determine how the data is priced (record-based versus credit-based or some hybrid of data and services)."
"The pricing is a little high to make the product more competetive in the marketplace."
"The enterprise version of SAP Data Services is free."
"At the entry level, if you're using it only for data integration, it is a little bit cheap. However, for large organizations it can be expensive. There are additional costs apart from the license."
"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."
"Its pricing is as per the enterprise agreement and not a concern for us."
"Speaking about prices, Oracle and SAP are market leaders. So, the prices are more."
"The price is very reasonable."
"There is a one time purchase fee plus annual maintenance."
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Top Industries

By visitors reading reviews
Construction Company
18%
Outsourcing Company
15%
Comms Service Provider
10%
Insurance Company
6%
Manufacturing Company
11%
Construction Company
9%
Retailer
6%
Outsourcing Company
6%
 

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: September 2026.
913,806 professionals have used our research since 2012.