Compare the Top Data Matching Software for Windows as of September 2026

What is Data Matching Software for Windows?

Data matching software, also known as record linkage or entity resolution software, enables users to identify duplicate data records or database entries in order to deduplicate the data, and improve data quality and data accuracy. Compare and read user reviews of the best Data Matching software for Windows currently available using the table below. This list is updated regularly.

  • 1
    Data Ladder

    Data Ladder

    Data Ladder

    Data Ladder is a data quality and cleansing company dedicated to helping you "get the most out of your data" through data matching, profiling, deduplication, and enrichment. We strive to keep things simple and understandable in our product offerings to give our customers the best solution and customer service at an excellent price. Our products are in use across the Fortune 500 and we are proud of our reputation of listening to our customers and rapidly improving our products. Our user-friendly, powerful software helps business users across industries manage data more effectively and drive their bottom line. Our data quality software suite, DataMatch Enterprise, was proven to find approximately 12% to 300% more matches than leading software companies IBM and SAS in 15 different studies. With over 10 years of R&D and counting, we are constantly improving our data quality software solutions. This ongoing dedication has led to more than 4000 installations worldwide.
    Starting Price: starts at $10000/user per year
  • 2
    WinPure Clean & Match
    WinPure is a leading data quality software company helping organisations transform inaccurate, inconsistent and duplicate data into reliable, trusted information. The award-winning WinPure Clean & Match Enterprise combines data profiling, cleansing, standardisation, validation, matching, deduplication, entity resolution and golden record creation in one user-friendly solution. Business and technical users can improve data from CRM, ERP, databases, spreadsheets and other systems without writing code. WinPure combines configurable exact, fuzzy and phonetic matching with Match AI, automated data quality insights and explainable results. The software can be installed on-premises or within a customer-controlled cloud environment, helping sensitive data remain under the organisation’s control. WinPure supports data migrations, CRM consolidation, master data management, compliance, analytics and AI-readiness projects across commercial and public-sector organisations.
    Starting Price: $2999
  • 3
    OpenRefine

    OpenRefine

    OpenRefine

    OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until you want to share or collaborate. Your private data never leaves your computer unless you want it to. (It works by running a small server on your computer and you use your web browser to interact with it). OpenRefine can help you explore large data sets with ease. You can find out more about this functionality by watching the video below. OpenRefine can be used to link and extend your dataset with various webservices. Some services also allow OpenRefine to upload your cleaned data to a central database, such as Wikidata.. A growing list of extensions and plugins is available on the wiki.
  • 4
    LinkageWiz

    LinkageWiz

    LinkageWiz

    Powerful Probabilistic Data Matching algorithms are used, using common identifiers such as name, date of birth, sex, address, SSN, business name and many others. Data can be imported from a wide range of desktop and corporate database systems. Data matching software will enable the detection of up to 99% or higher of all potential matches. For business this can represent considerable extra potential revenue or cost savings, increased fraud detection and, for medical research can mean the difference between a successful research project and one that failed to report any significant findings. LinkageWiz is fast, user friendly and represents outstanding value as it bundles many of the features provided by many other separate products into a single stand-alone package.
    Starting Price: $199 one-time payment
  • 5
    MatchX

    MatchX

    VE3 Global

    MatchX is an AI-powered data quality and matching platform that cleans, connects, and governs your data — without the manual struggle. It finds and fixes duplicates, inconsistencies, missing fields, and mismatches across systems, even in complex, unstructured sources like scanned documents. The result? You get clean, connected, and trusted data — ready for AI, analytics, automation, and everyday business decisions. MatchX offers a comprehensive AI-enhanced data quality and matching solution that revolutionizes how companies manage their information assets. By integrating powerful data ingestion capabilities and intelligent schema mapping, MatchX structures and validates data from diverse sources, including APIs, databases, and documents. The platform’s self-learning AI models automatically detect and correct inconsistencies, duplicates, and anomalies, ensuring data integrity without intensive manual intervention.
  • 6
    Data Cleansing & Matching

    Data Cleansing & Matching

    Data Cleansing & Matching

    This Matching software contains a matching engine that can transform, standardize your data, remove, compare two projects and match records from marketing lists and databases. Our data matching software is built with the most up-to-date technologies. Test our data scrubbing tools or use our data matching software today. Insert new record and update the main database and get statistics. Insert new record and update the main database only. Insert a new record into the main database and get statistics. Update the main database with matching information and get statistics. Remove match from the main database and get statistics.
    Starting Price: $99.95 one-time payment
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