Head-to-head · Data Masking Software
Tonic Structural vs IRI FieldShield
Tonic Structural 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 scoreTonic Structural · 8.9/10
- Most featuresTonic Structural · 2 of 4
Tonic Structural scores higher on our rubric for data masking software: 8.9 against 8.7 out of 10; our editors rank them #4 and #6.
Tonic Structural is the better fit for large teams needing governed test-data masking. IRI FieldShield is the better fit for teams needing field-level masking across systems.
- Tonic Structural fits best
Large teams needing governed test-data masking
- IRI FieldShield fits best
Teams needing field-level masking across systems
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Side by side
| Feature | Tonic Structural 8.9/10 Visit ↗ | IRI FieldShield 8.7/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.9 | 8.7 |
| Ranking | #4 in Data Masking Software | #6 in Data Masking Software |
| Best for | Large teams needing governed test-data masking | Teams needing field-level masking across systems |
| Pricing model | Paid | Paid |
| Starting price | — | Pricing on request |
| Free plan | — | — |
| Free trial | — | — |
| Deployment | Cloud, Self-hosted | Cloud, Self-hosted, Desktop |
| Platforms | Web | Windows, Linux |
| Support | Email, Docs | Email, Phone, Tickets, Docs |
| Compliance | SOC 2, GDPR, HIPAA, SSO/SAML | GDPR, HIPAA, PCI DSS, SOC 2 |
| Integrations | 13 integrations | 14 integrations |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features Tonic Structural 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 |
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| Cons |
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| Our verdict | Tonic Structural turns production-like structured and semi-structured data into datasets for software development, QA, and regulated work. It combines sensitive-data discovery with masking and synthesis, while preserving relationships when… 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 → |
Strengths and trade-offs
Tonic Structural — where it wins
- Finds PII and PHI, then masks or synthesizes data consistently
- Subsets databases while preserving referential integrity
- Offers scheduled refreshes, APIs, audit trails, and broad connectors
Where it doesn't
- No free plan
- Professional is limited to 10TB, 10 users, and 2 data source types
- Pricing is custom, with no published numeric amounts
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
- Tonic Structural8.9/10 · Pricing on request
Governed test-data masking with discovery, synthesis, and cloud or self-hosted deployment.
Try Tonic StructuralFull verdict → - IRI FieldShield8.7/10 · Pricing on request
A broad masking toolkit for teams protecting sensitive fields across databases and files.
Try IRI FieldShieldFull verdict →
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All data masking software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





