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Alternatives · 2026

The best IRI FieldShield alternatives

The rest of Best Data De-Identification Tools, in this site's order: each with what it costs, where it runs and its record score.

1
DataVeil

DataVeil may suit database teams that need masked data for development, testing, training, or analysis.

WindowsLinuxSelf-hosted $5,690 a year Record5.7 Visit
2
YData SDK

YData describes the SDK for data science, data engineering, analytics, and AI development teams.

WindowsMacLinux+2 Free plan Record5.0 Visit
3
ARX Data Anonymization Tool

ARX may suit teams working with sensitive datasets for analytics, research, clinical trial data sharing or training.

WindowsMacLinux+2 Free plan Record4.9 Visit
4
MOSTLY AI

It suits teams that need synthetic data generation, data analysis or integration into applications and workflows.

WebLinuxAPI+1 Free plan Record4.7 Visit
5
Tonic.ai

Tonic.ai is aimed at engineering and AI teams working on software development, testing, QA, and model training, including teams in regulated…

WebAPISelf-hosted $29 usage-based Record4.5 Visit
6 WebLinuxAPI+1 Free plan Record4.3 Visit
7 WebAPISelf-hosted — Record3.7 Visit
8 WebLinux — Record2.4 Visit
9 Web — Record2.3 Visit
10 — Record2.2 Visit
11 — Record2.1 Visit