Best Rated Fuzzy Matching Software Tool 2023

Find More Accurate Results in Less Time

WinPure Clean & Match Enterprise is a highly visual and customizable fuzzy matching software tool that delivers everything you need to match and deduplicate all your datasets. In just a few minutes you can start matching data from a variety of file formats, databases, or CRMs and find matches at unprecedented speeds with the highest level of accuracy.

"WinPure is our go-to software for Matching all our Government data and they also have a fantastic support team"


Richard Furlong

Founder/CEO, Public Sector Lists

No credit card required. Fully Functional

  • Hidden
  • * The download link will be emailed to you
  • windows

Link in varied data sources to unify records
Industry’s fastest matching and deduplication
Create single or multi level matching definitions
World-class customer support

What sets winpure tool apart from other fuzzy data matching tools?

Advanced Fuzzy Data Matching Technology

Only with the WinPure fuzzy data matching tool do you get the fastest and most intelligent data matching engine from proprietary phonetic and fuzzy matching algorithms, combined with sophisticated scoring and merging functions.

Easiest to Use

WinPure software was specially designed for anyone to use, without any special training or coding required. Unlike other data matching tools, you can start using our solution in minutes rather than hours.


WinPure Wordwide

Compared to other fuzzy matching tools and solutions, WinPure has users in over 50 countries across 5 continents, making it most the popular and highest rated data matching & cleansing solution in the world.

Match your data with ease & sophistication

Superfast intelligent data matching software

WinPure Clean & Match is a world-class fuzzy data matching tool that includes proprietary and standard algorithms to detect phonetic, fuzzy, miskeyed, and abbreviated variations, combined with deep domain knowledge of names, including nicknames and multicultural name variations. It will find the most true matches with least false matches and duplicate matches are beautifully presented with individual scores and many options available include merge/purge, auto select master records, delete, update and export results.

  • Non-Phonetic Fuzzy Matching – To match keying errors and transpositions (such as Sandler and Sander) and reading errors (such as Naylor and Maylor).
  • Firstname Nickname Matching – Identify near-matching person names, initials and even nicknames like Dave & David, Bob & Robert, Debora for Debra, etc.
  • Company Name Matching – Advanced methods to identify company names with different definitions (e.g. Flowers Limited = Flowers LTD, Marketing World PLC = Marketing World, etc.).
  • Street Address Matching to identify matching addresses with different abbreviations. For example, 10 Main Street would match against 10 Main Str, 25 Park Road would match against 25 Park Rd, etc.
data matching tool screenshot
Deduplication Software action snapshot

Complete set of fuzzy data matching tools

Fuzzy Data Matching Made Easy

Duplicate matches are beautifully presented with individual scores and many tools are included to help with merge/purge,  selecting master records, deleting, updating and exporting the results.

  • Multiple views including group matches, non matches and all data.
  • Master Record Rule Creator – Define rules to automatically select master records.
  • Update/Overwrite  – Automatically update or overwrite values within matching groups.
  • Fast Delete Tool – Instantly remove all the matching, non-matching or selected records.
  • Powerful Merging Tool –  Merge together duplicate records to create one Master Record, including option to keep all existing values.

Intelligent fuzzy data matching with golden record technology

matching 2 f13337009b158364b955ea912f5c194a 1

Stunning visuals to highlight all matching records & scores