# IBM InfoSphere Optim alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 227 of the 252 answers in the 1 category where IBM InfoSphere Optim holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/it/vendors/ibm-infosphere-optim/alternatives

## Named instead, most often (every category and segment added)

- DataVeil: 22
- Perforce Delphix: 18
- DATPROF Privacy: 17
- IRI FieldShield: 14
- Tonic.ai: 13
- K2View Test Data Management: 12

## Data masking and test data management

**Small business**: 84 of 84 answers did not name IBM InfoSphere Optim (IBM InfoSphere Optim is #10 of 12 at 0%).

- DataVeil: first choice in 14 of those 84
- IRI FieldShield: first choice in 10 of those 84
- Tonic.ai: first choice in 9 of those 84
- K2View Test Data Management: first choice in 7 of those 84
- DATPROF Privacy: first choice in 5 of those 84
- Greenmask: first choice in 5 of those 84
- PostgreSQL Anonymizer: first choice in 3 of those 84
- Microsoft Presidio: first choice in 2 of those 84

**Mid-market**: 75 of 84 answers did not name IBM InfoSphere Optim (IBM InfoSphere Optim is #9 of 11 at 0%).

- DATPROF Privacy: first choice in 10 of those 75
- DataVeil: first choice in 5 of those 75
- Perforce Delphix: first choice in 5 of those 75
- Delphix: first choice in 4 of those 75
- IRI FieldShield: first choice in 4 of those 75
- Tonic.ai: first choice in 4 of those 75
- Greenmask: first choice in 2 of those 75
- K2View Test Data Management: first choice in 2 of those 75

**Enterprise**: 68 of 84 answers did not name IBM InfoSphere Optim (IBM InfoSphere Optim is #8 of 10 at 2%).

- Perforce Delphix: first choice in 13 of those 68
- Delphix: first choice in 5 of those 68
- Broadcom Test Data Manager: first choice in 3 of those 68
- DataVeil: first choice in 3 of those 68
- Informatica Intelligent Data Management Cloud: first choice in 3 of those 68
- K2View Test Data Management: first choice in 3 of those 68
- DATPROF Privacy: first choice in 2 of those 68
- Gigantics: first choice in 2 of those 68

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.