Best Data Masking Tools - Page 3

How Many Data Masking Software Products Does G2 Track?

Total Products under this Category: 89

Category Stats (Sep 2026)

  • Average Rating: 4.38/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Satori Data Security Platform (+0.3%) - Among all products in this category, Satori Data Security Platform recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank Data Masking Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,900+ Authentic Reviews
  • 89+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Masking Software

G2 Grid® for Data Masking Software plotting products by satisfaction and market presence

Highlighted products: Salesforce Platform, K2View, Oracle Data Masking and Subsetting, Oracle Data Safe, Satori Data Security Platform, VGS Platform, Informatica Data & AI Governance, Privacy, and Tonic.ai.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-masking/grids.json?focus%5B%5D=agentforce-360-platform-formerly-salesforce-platform&focus%5B%5D=k2view&focus%5B%5D=oracle-data-masking-and-subsetting&focus%5B%5D=oracle-data-safe&focus%5B%5D=satori-data-security-platform&focus%5B%5D=very-good-security-vgs-platform&focus%5B%5D=informatica-data-ai-governance-privacy&focus%5B%5D=tonic-ai)

Pathlock

A complete platform to automate the most challenging aspects of access governance. Pathlock does this by focusing on the areas which offer the most impact when it comes to efficiency gains and cost savings: *Access Risk Analysis [Automating the reporting and mitigation of SoD and Critical Access Risks across the business and IT] *Compliant Provisioning [Automating the process of role and user provisioning to ensure compliance with business and regulatory requirements ] *Access Certification [Automating user access reviews to continually refine entitlement assignments and reduce risk] *Emergency Access Management (PAM) [Managing temporary granting of privileged access with a domain specific workflow] *Role Design [Designing compliant roles compatible across all your business applications]

Average Rating: 4.5/5.0

Total Reviews: 12

How Do G2 Users Rate Pathlock?

  • Ease of Admin: 7.7/10 (Category avg: 8.7/10)
  • Static Masking: 8.3/10 (Category avg: 8.5/10)
  • Dynamic Masking: 8.3/10 (Category avg: 8.6/10)
  • Sensitive Fields: 7.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Pathlock?

  • Seller: Pathlock
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Dallas, US
  • Twitter: @pathlock
    309 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    602 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 25% Medium

What Do G2 Reviewers Say About Pathlock?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the accessible knowledge-based files and resources, enhancing their experience and learning with Pathlock.
  • Users value the comprehensive view of Pathlock, benefiting from accessible resources and helpful support.
  • Users value the helpful customer support of Pathlock, noting speedy responses and accessible resources enhance their experience.
  • Users value the ease of use and comprehensive support offered by Pathlock's Device Management features.
  • Users value the accessible documentation of Pathlock, enhancing their experience with helpful resources and support.
Cons
  • Users find the confusing interface of Pathlock challenging, particularly due to unclear acronyms and tutorial shortcomings.
  • Users find the confusing terminology within Pathlock's software complicates their understanding and usage of the platform.
  • Users find the documentation lacking, particularly noting the absence of voice-overs in tutorials and unclear acronyms.
  • Users face challenges due to inadequate error handling, leading to confusion and difficulty during troubleshooting.
  • Users face insufficient information in Pathlock, particularly regarding tutorials and unclear acronyms hindering their experience.

What Are Recent G2 Reviews of Pathlock?

Blurrify

Blurrify is a powerful AI-based tool that uses cutting-edge software that guarantees customer data privacy. Using optical character recognition, it scans incoming documents - as well as existing documents - and blurs out the data you don't need to keep. Identification numbers, medical information or social security numbers can be omitted.

Average Rating: 4.8/5.0

Total Reviews: 4

How Do G2 Users Rate Blurrify?

  • Static Masking: 10.0/10 (Category avg: 8.5/10)
  • Dynamic Masking: 10.0/10 (Category avg: 8.6/10)
  • Sensitive Fields: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Blurrify?

  • Seller: Hyarchis
  • Year Founded: 1999
  • HQ Location: Eindhoven, NL
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Blurrify?

Redgate Data Masker

Redgate Data Masker enhances your data security with an automated masking approach, reducing significant time to provisioning to benefit the users of your non-production databases. Masking sensitive data across your estate enables you to deliver secure data to downstream environments in non-production databases for development and testing. Enabling this automatically ensures your data is secure across your organization – therefore minimizing data risk, and ultimately protecting your business. Start your free 14-day free trial of Redgate Data Masker: https://www.red-gate.com/products/data-masker/trial/

Average Rating: 3.8/5.0

Total Reviews: 5

How Do G2 Users Rate Redgate Data Masker?

  • Ease of Admin: 10.0/10 (Category avg: 8.7/10)
  • Static Masking: 10.0/10 (Category avg: 8.5/10)
  • Dynamic Masking: 10.0/10 (Category avg: 8.6/10)
  • Sensitive Fields: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Redgate Data Masker?

  • Seller: Redgate Software
  • Year Founded: 1999
  • HQ Location: Cambridge, United Kingdom
  • Twitter: @redgate
    16,100 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    555 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of Redgate Data Masker?

Thales CipherTrust Tokenization

Vormetric Tokenization and related solutions dramatically reduce the cost and effort of meeting compliance mandates such as GDPR and PCI DSS. Vormetric Tokenization with Dynamic Data Masking protects data at the application level with simple RESTful API calls to replace sensitive data with a comprehensive range of data transformation mechanisms.

Average Rating: 4.0/5.0

Total Reviews: 5

How Do G2 Users Rate Thales CipherTrust Tokenization?

  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)
  • Static Masking: 5.6/10 (Category avg: 8.5/10)
  • Dynamic Masking: 5.8/10 (Category avg: 8.6/10)
  • Sensitive Fields: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Thales CipherTrust Tokenization?

  • Seller: Thales Group
  • HQ Location: Austin, Texas
  • Twitter: @ThalesCloudSec
    6,935 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
  • Ownership: EPA:HO
  • Total Revenue (USD mm): $15,854

Who Uses This Product?

  • Company Size: 33% Small, 33% Large

What Do G2 Reviewers Say About Thales CipherTrust Tokenization?

AI-generated summary from verified user reviews

Pros
  • Users find Thales data tokenization to be simple and intuitive, effectively protecting their important data with ease.
Cons
  • Users find Thales data tokenization expensive for small businesses, making it a challenging investment for some.

What Are Recent G2 Reviews of Thales CipherTrust Tokenization?

Thales Vormetric Tokenization with Dynamic Data Masking

Vormetric Vaultless Tokenization with Dynamic Data Masking dramatically reduces the cost and effort required to comply with security policies and regulatory mandates like PCI DSS.

Average Rating: 4.3/5.0

Total Reviews: 4

How Do G2 Users Rate Thales Vormetric Tokenization with Dynamic Data Masking?

  • Ease of Admin: 8.9/10 (Category avg: 8.7/10)
  • Static Masking: 8.3/10 (Category avg: 8.5/10)
  • Dynamic Masking: 8.3/10 (Category avg: 8.6/10)
  • Sensitive Fields: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind Thales Vormetric Tokenization with Dynamic Data Masking?

  • Seller: Thales Group
  • HQ Location: Austin, Texas
  • Twitter: @ThalesCloudSec
    6,935 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
  • Ownership: EPA:HO
  • Total Revenue (USD mm): $15,854

Who Uses This Product?

  • Company Size: 80% Medium, 20% Large

What Are Recent G2 Reviews of Thales Vormetric Tokenization with Dynamic Data Masking?

What Are G2 Users Discussing About Thales Vormetric Tokenization with Dynamic Data Masking?

Acra

Acra security suite is the first choice proactive security toolbox for preventing real-world data leakage risks, encrypting and decrypting data between application and database, and complying to encryption-demanding regulations that large and small companies face nowadays. Acra builds data defense in depth layers and serves to transform companies’ infrastructure into Zero Trust infrastructure for data security. It prevents data breaches by encryption, firewalling, IDS, gives searchable data encryption without changing app code, and works with modern cloud. Acra is best suited for corporate infrastructures and applications working for large enterprises, startups, and tech-savvy SMEs from healthcare, traditional and embedded financing, as well as unbundled banking, modern fintech, critical infrastructures, and other industries. Acra is a flagship data security software product created by Cossack Labs, a British company, headquartered in London, with R&D in Kyiv, Ukraine.

Average Rating: 4.4/5.0

Total Reviews: 14

How Do G2 Users Rate Acra?

  • Ease of Admin: 8.3/10 (Category avg: 8.7/10)
  • Static Masking: 6.7/10 (Category avg: 8.5/10)
  • Dynamic Masking: 8.3/10 (Category avg: 8.6/10)
  • Sensitive Fields: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Acra?

  • Seller: Cossack Labs
  • Year Founded: 2014
  • HQ Location: London, England
  • Twitter: @cossacklabs
    2,514 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 43% Medium, 36% Small

What Are Recent G2 Reviews of Acra?

Mage Static Data Masking

Mage™ Static Data Masking module has been designed to deliver complete protection to sensitive data while simultaneously integrating seamlessly with an organization’s existing IT framework without the requirement of any additional architectural changes.

Average Rating: 3.8/5.0

Total Reviews: 3

How Do G2 Users Rate Mage Static Data Masking?

  • Ease of Admin: 7.5/10 (Category avg: 8.7/10)
  • Static Masking: 7.2/10 (Category avg: 8.5/10)
  • Dynamic Masking: 8.9/10 (Category avg: 8.6/10)
  • Sensitive Fields: 7.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Mage Static Data Masking?

  • Seller: Mage
  • Year Founded: 2014
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    83 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Mage Static Data Masking?

BENERATOR

BENERATOR is a leading solution for generating synthetic data, anonymizing, and obfuscating production data, leveraging a model-driven approach for safe, GDPR-compliant use in development, testing, and training. Founded in Hamburg in 2019, our global team at rapiddweller is equipping developers with the tools they need to accelerate development cycles while ensuring data privacy. From our offices in Vietnam and Germany, we've become a front-runner in the fields of Data Masking Software, Data De-Identification Tools, and Synthetic Data Software, serving customers across diverse industries. Experience the power of BENERATOR and "Shape Your Test Data Universe" — secure, useful data that fuels efficient delivery, syncing perfectly with your developers' pace.

Average Rating: 3.0/5.0

Total Reviews: 2

How Do G2 Users Rate BENERATOR?

  • Static Masking: 6.7/10 (Category avg: 8.5/10)
  • Dynamic Masking: 6.7/10 (Category avg: 8.6/10)
  • Sensitive Fields: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind BENERATOR?

  • Seller: rapiddweller
  • Year Founded: 2019
  • HQ Location: Hamburg, DE
  • Twitter: @rapiddweller
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About BENERATOR?

AI-generated summary from verified user reviews

Pros
  • Users value the synthetic data generation feature, as it closely mimics real-world scenarios for better testing.
Cons
  • Users find the complex setup of BENERATOR challenging, especially for those unfamiliar with XML-based data modeling.
  • Users find the cost of BENERATOR to be significantly higher than competing platforms, impacting overall value.

DATAMIMIC

DATAMIMIC is a deterministic test data platform specializing in enterprise-grade synthetic generation, policy-based anonymization, and complex JSON and XML handling. Teams define data requirements as reusable models — not brittle scripts — and generate reproducible, PII-safe datasets on demand. Built for regulated industries, every generation run is logged, replayable, and aligned with GDPR, DORA, BCBS 239, and PCI DSS requirements. Founded in Hamburg in 2019, rapiddweller builds tools that help engineering teams accelerate delivery without exposing production data. From our offices in Germany and Vietnam, we serve banks, insurers, payment processors, and public-sector organizations across Europe and beyond — combining deep domain expertise with a platform engineered for the most demanding compliance environments. DATAMIMIC puts your team in control: define your data model once, generate across any environment, test with confidence. Model. Generate. Test.

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate DATAMIMIC?

  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)
  • Static Masking: 8.3/10 (Category avg: 8.5/10)
  • Dynamic Masking: 8.3/10 (Category avg: 8.6/10)
  • Sensitive Fields: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind DATAMIMIC?

  • Seller: rapiddweller
  • Year Founded: 2019
  • HQ Location: Hamburg, DE
  • Twitter: @rapiddweller
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Small, 40% Large

What Do G2 Reviewers Say About DATAMIMIC?

AI-generated summary from verified user reviews

Pros
  • Users value the data generation capabilities of DATAMIMIC for effective performance testing across diverse models.
  • Users value the performance data generation capabilities of DATAMIMIC, enabling effective AI model testing.
Cons
  • Users face data restrictions with manual interventions needed for specific datasets, complicating the integration process.
  • Users find the cost and integration challenges of DATAMIMIC to be a significant drawback, especially for specific datasets.
  • Users often face integration challenges with DATAMIMIC, requiring manual handling of specific datasets for their use cases.

What Are Recent G2 Reviews of DATAMIMIC?

Dlpify.io

The ultimate Data Leakage Prevention (DLP) solution to effortlessly anonymize, hide or remove sensitive data from any source. Say goodbye to the struggle of figuring out what to search for, edit it manually or how to automate it

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Dlpify.io?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of Dlpify.io?

HushHush Sensitive Data Discovery Tool (SDDT)

Find and de-identify sensitive information within your data sets. Simplify data protection compliance for your entire organization, including your technical teams and auditors. Satisfy the requirements of all statutes applicable to healthcare, finance, science, e-commerce, government, and education.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate HushHush Sensitive Data Discovery Tool (SDDT)?

  • Static Masking: 6.7/10 (Category avg: 8.5/10)
  • Dynamic Masking: 6.7/10 (Category avg: 8.6/10)
  • Sensitive Fields: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind HushHush Sensitive Data Discovery Tool (SDDT)?

  • Seller: HushHush
  • Year Founded: 2013
  • HQ Location: LAS VEGAS, NV
  • Twitter: @HushHush_vm
    44 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Large

What Are Recent G2 Reviews of HushHush Sensitive Data Discovery Tool (SDDT)?

IRI FieldShield

Nullify data breaches by masking PII in your DBs and files. Automatically find and classify it, then encrypt, pseudonymize, redact, and more while preserving its referential integrity.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate IRI FieldShield?

  • Static Masking: 6.7/10 (Category avg: 8.5/10)
  • Dynamic Masking: 5.0/10 (Category avg: 8.6/10)
  • Sensitive Fields: 5.0/10 (Category avg: 8.8/10)

Who Is the Company Behind IRI FieldShield?

  • Seller: IRI
  • Year Founded: 1978
  • HQ Location: Melbourne, US
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of IRI FieldShield?

Mage Dynamic Data Masking

Mage™ Static Data Masking has been developed working alongside our customers, to address the specific needs and requirements they have. Mage™ Static Data Masking has been designed to deliver adequate protection to sensitive data while simultaneously integrating seamlessly with an organization's existing IT framework without the requirement of any additional architectural changes.​

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Mage Dynamic Data Masking?

  • Ease of Admin: 10.0/10 (Category avg: 8.7/10)
  • Static Masking: 10.0/10 (Category avg: 8.5/10)
  • Dynamic Masking: 10.0/10 (Category avg: 8.6/10)
  • Sensitive Fields: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Mage Dynamic Data Masking?

  • Seller: Mage
  • Year Founded: 2014
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    83 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mage Dynamic Data Masking?

OpenText Data Privacy & Protection Foundation

SecureData provides a flexible range of native interfaces, REST and Simple APIs, to enable easy integration across applications and systems, from legacy databases to mobile, web, and IoT.

Average Rating: 4.3/5.0

Total Reviews: 3

Who Is the Company Behind OpenText Data Privacy & Protection Foundation?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • Twitter: @OpenText
    21,565 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX

Who Uses This Product?

  • Company Size: 33% Large, 33% Medium

What Are Recent G2 Reviews of OpenText Data Privacy & Protection Foundation?

Original Software

Our testing platform has been helping businesses deliver better quality software for over 25 years. Original Software allows the centralized automation, capture and management of testing across your ERP and any other integrated application out-of-the-box. It’s super easy to start using with pre-built test case templates, and 100% code-free so it’s painless for business users to run. No technical knowledge needed: your business users can capture tests effortlessly. Original Software is able to bring immediate efficiencies over spreadsheets and screenshots: typically reducing testing time by 50%, while AI-enabled test automation is ready for when you want to take the time-savings to the next level and build full automated regression capability without needing to code. Are you running an on-premise, cloud, custom app or green screen application? No drama. The Original Software platform tests across any and all of them.

Average Rating: 4.8/5.0

Total Reviews: 15

How Do G2 Users Rate Original Software?

  • Ease of Admin: 8.9/10 (Category avg: 8.7/10)
  • Static Masking: 10.0/10 (Category avg: 8.5/10)
  • Dynamic Masking: 10.0/10 (Category avg: 8.6/10)
  • Sensitive Fields: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Original Software?

Who Uses This Product?

  • Company Size: 47% Small, 33% Medium

What Do G2 Reviewers Say About Original Software?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integrations of Original Software, enhancing efficiency in testing processes with minimal effort.
  • Users find the user-friendly interface of Original Software facilitates quick onboarding and enhances testing efficiency.
  • Users appreciate the improved efficiency of Original Software, facilitating swift testing processes with minimal training required.
  • Users find that Original Software provides significant efficiency improvements, streamlining testing processes and enhancing accuracy.
  • Users value the ease of use and robust features of Original Software, enhancing UAT activities efficiently.
Cons
  • Users find the screen naming conventions confusing, complicating test assignments due to surname-first organization.
  • Users express frustration over access restrictions that prevent using Test Assist with MS Teams, limiting functionality.
  • Users find that complex configuration is necessary for advanced features, complicating integration with CI/CD tools.
  • Users find the complex setup of Original Software challenging, particularly with advanced features and integrations.
  • Users noted a challenging learning curve, but support from the team helps ease the transition and improve experience.

What Are Recent G2 Reviews of Original Software?

Lauren Worth
LW
Researched and written by Lauren Worth
Updated October 3, 2024