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

Melissa Data Quality vs SAP Data Services comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 6, 2025

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
8th
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
3rd
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
52
Ranking in other categories
Data Integration (16th)
 

Mindshare comparison

As of May 2026, in the Data Quality category, the mindshare of Melissa Data Quality is 4.3%, up from 2.8% compared to the previous year. The mindshare of SAP Data Services is 4.1%, down from 15.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
SAP Data Services4.1%
Melissa Data Quality4.3%
Other91.6%
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

"Provides simplicity, ease of use, combined with overall accuracy of data."
"We ran a standard name, address, and zip code, internal dedupe between the different files we had purchased, and we were able to quickly notify our vendor that they had tens of thousands of duplications that they were not even aware of."
"Ability to validate addresses, make corrections to address."
"Melissa offer a high quality product with great service."
"I believe the Melissa Data products are very good."
"Address verification ensures our customers get their packages, and we aren’t charged for incomplete address information."
"It gives me an assessed value of the property in question. My partner and I are property investors, and it's good to get an assessed value to cull out properties that we're not interested in."
"Easy to deploy with the help of my DBAs and Melissa Data tech support."
"One of the most valuable features is that it is integrated."
"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."
"The most valuable feature is the user interface."
"SAP is a very powerful system and definitely first class for big companies."
"The BA reporting tools, such as Data Services, and ETL tool in SAP Data Services are the most valuable."
"The product has fantastic data quality options and matching/consolidation features, and the ETL is very powerful and easy to use."
"The reporting on the data, even from third-party software, is very good."
"The initial setup is not complex."
 

Cons

"The custom software solution we still use in-house makes Excel a lot slower than usual."
"It could always be cheaper."
"Needs to provide more phone numbers, even cell numbers (scrubbed numbers)."
"Address validation and parsing in a few countries have room for improvement."
"The billing structure does not seem very accurate."
"There are some companies out there using Google or other sources to check / confirm if addresses are residential. If Melissa is not doing this, that could be an improvement."
"We are no longer using Melissa Data to clean up our address information as there are free tools that we can use to do the same thing."
"Overall there is a room for improvement in Customer Address Appends and Email Appends."
"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."
"It has inadequate data analysis and data profiling, which has increased testing and user acceptance duration."
"There are a lot of version improvements in the years and makes it hard to sync up with older versions of the same tool."
"There needs to be multi-language support, however, my understanding is they are working on multi-language now."
"This is not a solution I recommend for incident management."
"The technical support for this solution is not very good, they don't really care about assisting with issues."
"The support is poor because of the time and the knowledge of the support team."
"The solution shows a lack of cloud support data services."
 

Pricing and Cost Advice

"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."
"Be sure to determine how the data is priced (record-based versus credit-based or some hybrid of data and services)."
"​It is affordable."
"Fully understand your volume, both monthly and annually. Speak with a Melissa account manager, they will put together an effective solution to meet your needs."
"Buy a lot more credits than you think you’re going to need."
"​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."
"It's affordable."
"This vendor has no equal in pricing for equivalent functionality."
"There is a one time purchase fee plus annual maintenance."
"The product’s on-premise version is expensive for a medium-sized company."
"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 pricing is a little high to make the product more competetive in the marketplace."
"Its pricing is as per the enterprise agreement and not a concern for us."
"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."
"Speaking about prices, Oracle and SAP are market leaders. So, the prices are more."
"The price is very reasonable."
report
Use our free recommendation engine to learn which Data Quality solutions are best for your needs.
893,221 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Insurance Company
11%
Construction Company
10%
Healthcare Company
8%
Comms Service Provider
7%
Manufacturing Company
13%
Government
8%
Computer Software Company
7%
Construction Company
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
Earn 20 points
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: April 2026.
893,221 professionals have used our research since 2012.