17.9
MySQL is an open-source database for web, e-commerce, SaaS, and online transaction processing applications.
Free planAPILinuxmacOS
Best Data Masking Software in 2026
When sensitive information needs to be used in altered form, data masking software offers capabilities to compare for preparing those datasets. Look at masking methods, data subsetting, and synthetic data, along with referential integrity where relationships across records matter. Database connectors, API access, and deployment options can help you judge how an option may fit your environment. MySQL, ARX Data…
27.5
DataVeil permanently masks sensitive data in SQL databases by replacing it with realistic fictitious values for testing, development, training, analytics, and support.
Free planLinuxSelf-hostedWindows
36.8
Tonic Fabricate uses a conversational AI agent to generate synthetic data for databases, APIs, and files.
Free planWebAPISelf-hosted
- 4
Automic Continuous Delivery Automation
Automic Continuous Delivery Automation orchestrates application releases and deployments, with real-time monitoring and release reporting.
WebAPILinuxSelf-hosted6.5 - 5
MOSTLY AI
MOSTLY AI is a data intelligence platform for accessing production data and generating synthetic, mock and simulated data, with tools for data analysis.
Free planWebAPILinuxSelf-hosted6.4Free plan - 6
ARX Data Anonymization Tool
ARX Data Anonymization Tool is open-source software for anonymizing sensitive personal data and evaluating privacy risk and data utility.
Free planAPILinuxmacOSSelf-hosted6.3Free plan - 7
Data Mask Studio
Data Mask Studio is a free Windows desktop app for masking sensitive information in CSV files and local HTML content.
Free planWindows6.3Free plan - 8
DataSunrise
DataSunrise is a data, AI, and database security platform for organizations protecting sensitive information across on-premises, cloud, and hybrid environments.
WebLinuxSelf-hostedWindows6.1 - 9
Greenmask
Greenmask is a free, open-source utility for logical database dumps, data anonymization, synthetic data generation, and restoration.
Free planLinuxmacOSSelf-hosted6.0Free plan - 10
Jailer
Jailer is a free database tool for producing small data samples that retain referential integrity and for exploring tables through their relationships.
Free planAPILinuxmacOSWindows6.0Free plan - 11
PostgreSQL Anonymizer
PostgreSQL Anonymizer is a PostgreSQL extension for masking personally identifiable or commercially sensitive data.
Free planLinuxmacOSSelf-hostedWindows6.0Free plan - 12
DATPROF
DATPROF is a test data management platform for preparing data used in development, testing and QA.
WebAPILinuxSelf-hosted5.9 - 13
Libelle DataMasking
Libelle DataMasking anonymizes sensitive and personal information in non-production systems while preserving referential integrity.
LinuxmacOSSelf-hostedWindows5.8 - 14
Oracle Audit Vault and Database Firewall
Free planLinuxWindows5.8Free plan - 15
SDSA
SDSA is a self-hostable web app for sanitizing tabular data before it leaves a trusted environment.
WebAPILinuxSelf-hosted5.7 - 16
Syntho
WebAPILinuxSelf-hosted5.7 - 17
Open Diffix
Open Diffix is an open-source project that develops tools for anonymizing structured data.
APILinuxmacOSSelf-hosted5.6 - 18
GenRocket
GenRocket generates synthetic test data from user-defined structures, rules, and scenarios.
WebAPISelf-hosted5.5 - 195.5Free plan
- 20
BigID Data Masking
BigID Data Masking is part of BigID’s data intelligence platform for discovering, classifying, securing, governing, and managing enterprise data and AI.
WebAPISelf-hosted5.4 - 21
K2view Data Masking
K2view Data Masking helps enterprises create masked data for testing, analytics, B2B sharing, and AI workloads.
WebAPISelf-hosted5.4 - 225.0
- 23
IBM Optim Data Privacy
WebLinux4.9 - 24
IRI FieldShield
LinuxWindows4.9 - 254.8