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Head-to-head · Data De-Identification Tools

Synthesized vs DataVeil

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Synthesized #5 in Data De-Identification Tools 8.1/10 Free plan Free plan✓ 0 of 6 features Visit Synthesized
DataVeil #8 in Data De-Identification Tools 7.5/10 Free plan Free plan✓ 0 of 6 features Visit DataVeil

Synthesized leads on 0 checks, DataVeil on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreSynthesized · 8.1/10
  • Free planboth

Synthesized scores higher on our rubric for data de-identification tools: 8.1 against 7.5 out of 10; our editors rank them #5 and #8.

Synthesized is the better fit for teams needing masked, referentially intact test data. DataVeil is the better fit for teams masking database copies on premises.

  • Synthesized fits best

    Teams needing masked, referentially intact test data

  • DataVeil fits best

    Teams masking database copies on premises

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Side by side

Feature Synthesized 8.1/10 Visit ↗ DataVeil 7.5/10 Visit ↗
At a glance
Editor score 8.1 7.5
Ranking #5 in Data De-Identification Tools #8 in Data De-Identification Tools
Best for Teams needing masked, referentially intact test data Teams masking database copies on premises
Pricing model Free plan + paid Free plan + paid
Starting price Free plan $5,690/yr
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Desktop, Self-hosted
Platforms Web, Linux Windows, Linux
Support Email, Community, Docs Email, Tickets, Docs
Integrations 12 integrations 6 integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Synthesized 0/6 · DataVeil 0/6
PII discovery Not checked yet Not checked yet
Tokenization Not checked yet Not checked yet
Synthetic data generation Not checked yet Not checked yet
Structured data support Not checked yet Not checked yet
Unstructured data support Not checked yet Not checked yet
API access Not checked yet Not checked yet
Specs
Deployment Hybrid Not checked yet
Our review
Pros
  • Masks sensitive data with realistic replacement values.
  • Subsets databases while preserving referential integrity.
  • Supports major databases, REST API, CLI, and YAML workflows.
  • Discovers sensitive data with built-in algorithms and custom regular expressions
  • Preserves referential integrity while masking and managing database objects
  • Offers GUI and command-line execution across SQL Server, Oracle and more
Cons
  • Focused on synthetic generation rather than multiple generation modes.
  • Workflow execution and configuration may require technical familiarity.
  • Premium and Enterprise licensing are handled through sales.
  • The Team example costs USD 5,690 per year for one connectivity option and 1 TB
  • Static masking does not monitor database activity
  • Available on Windows and Linux, with no 24/7 support
Our verdict

Synthesized prepares database test data for software engineering, QA, database, data engineering, and DevOps teams. It generates synthetic data from schemas, masks sensitive production data with realistic replacements, and subsets…

Read the review →

DataVeil is desktop data-masking software for teams that need to replace sensitive information in database copies for development, testing, training, analytics, outsourcing or support. It runs on Windows and Linux and supports Microsoft…

Read the review →
  1. SynthesizedData De-Identification Tools 8.1Free plan
  2. DataVeilData De-Identification Tools 7.5Free plan

Strengths and trade-offs

  • Synthesized — where it wins

    • Masks sensitive data with realistic replacement values.
    • Subsets databases while preserving referential integrity.
    • Supports major databases, REST API, CLI, and YAML workflows.

    Where it doesn't

    • Focused on synthetic generation rather than multiple generation modes.
    • Workflow execution and configuration may require technical familiarity.
    • Premium and Enterprise licensing are handled through sales.

  • DataVeil — where it wins

    • Discovers sensitive data with built-in algorithms and custom regular expressions
    • Preserves referential integrity while masking and managing database objects
    • Offers GUI and command-line execution across SQL Server, Oracle and more

    Where it doesn't

    • The Team example costs USD 5,690 per year for one connectivity option and 1 TB
    • Static masking does not monitor database activity
    • Available on Windows and Linux, with no 24/7 support

More comparisons

All data De-Identification tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update