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Head-to-head · Data Masking Software

DATPROF vs IRI FieldShield

  • Updated Oct 2026
  • Both researched from official sources
  • 3 checks side by side
Higher score DATPROF #5 in Data Masking Software 8.8/10 Pricing on request ✓ 2 of 4 features Visit DATPROF
IRI FieldShield #6 in Data Masking Software 8.7/10 Pricing on request ✓ 0 of 4 features Try IRI FieldShield

DATPROF leads on 0 checks, IRI FieldShield on 0, and 3 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreDATPROF · 8.8/10
  • Most featuresDATPROF · 2 of 4

DATPROF scores higher on our rubric for data masking software: 8.8 against 8.7 out of 10; our editors rank them #5 and #6.

DATPROF is the better fit for test-data teams needing masking and subsetting. IRI FieldShield is the better fit for teams needing field-level masking across systems.

  • DATPROF fits best

    Test-data teams needing masking and subsetting

  • IRI FieldShield fits best

    Teams needing field-level masking across systems

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Side by side

Feature DATPROF 8.8/10 Visit ↗ IRI FieldShield 8.7/10 Visit ↗
At a glance
Editor score 8.8 8.7
Ranking #5 in Data Masking Software #6 in Data Masking Software
Best for Test-data teams needing masking and subsetting Teams needing field-level masking across systems
Pricing model Paid Paid
Starting price Pricing on request Pricing on request
Free plan Not checked yet —
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted, Desktop
Platforms Web, Windows, Linux Windows, Linux
Support Email, Docs Email, Phone, Tickets, Docs
Compliance ISO 27001 GDPR, HIPAA, PCI DSS, SOC 2
Integrations 12 integrations 14 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features DATPROF 2/4 · IRI FieldShield 0/4
Synthetic data Not checked yet Not checked yet
Referential integrity Not checked yet Not checked yet
Data subsetting ✓ (best) Not checked yet
API access ✓ (best) Not checked yet
Specs
Masking methods Not checked yet Not checked yet
Deployment options Not checked yet Hybrid
Database connectors Not checked yet Not checked yet
Our review
Pros
  • Masks and anonymizes sensitive data while preserving referential integrity
  • Generates synthetic data and subsets across multiple databases
  • Supports REST automation, scheduled runs, self-service, and audit logs
  • Supports static and dynamic masking across databases and files
  • Offers encryption, hashing, redaction, pseudonymization, and tokenization
  • Provides deterministic masking, risk scoring, and audit trails
Cons
  • Pricing requires a sales inquiry and customized quote
  • Its broad module set may exceed the needs of simple masking projects
  • Database virtualization and automation may require technical planning
  • Uses contact-sales pricing with no free plan
  • Does not provide activity monitoring or threat detection
  • Its broad execution model may exceed narrowly focused masking needs
Our verdict

DATPROF is a test data management platform for QA, DevOps, development, and data teams. It combines sensitive-data masking and anonymization with synthetic test data generation, referentially intact database subsetting, test data…

Read the review →

IRI FieldShield is structured-data discovery, masking, and de-identification software for data architects, DBAs, developers, and compliance teams. It discovers and classifies sensitive information in relational databases, flat files, and…

Read the review →
  1. DATPROFData Masking Software 8.8Pricing on request
  2. IRI FieldShieldData Masking Software 8.7Pricing on request

Strengths and trade-offs

  • DATPROF — where it wins

    • Masks and anonymizes sensitive data while preserving referential integrity
    • Generates synthetic data and subsets across multiple databases
    • Supports REST automation, scheduled runs, self-service, and audit logs

    Where it doesn't

    • Pricing requires a sales inquiry and customized quote
    • Its broad module set may exceed the needs of simple masking projects
    • Database virtualization and automation may require technical planning

  • IRI FieldShield — where it wins

    • Supports static and dynamic masking across databases and files
    • Offers encryption, hashing, redaction, pseudonymization, and tokenization
    • Provides deterministic masking, risk scoring, and audit trails

    Where it doesn't

    • Uses contact-sales pricing with no free plan
    • Does not provide activity monitoring or threat detection
    • Its broad execution model may exceed narrowly focused masking needs

More comparisons

All data masking software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update