# Perforce Delphix: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/perforce-delphix

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data masking and test data management](https://www.gane.ai/index/it/it-data/data-masking-and-test-data/index.md) | 9% | 5 | 25% | 8 |
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 67 | 0% | 1 |

## What the models said for it

- "I'd recommend Perforce Delphix as the primary choice due to its excellent balance of features, ease of use, and strong compliance support" (MiniMax M2.5, Data masking)
- "Perforce Delphix (formerly Delphix, now under Perforce) is generally the best data masking tool for a mid-market B2B company" (Grok 4.20, Data masking)
- "PeerSpot ranks Perforce Delphix as the top Data Masking solution with highest rating 8.7 and largest mind share 9.7%." (Muse Glimmer 30B, Data masking)
- "Perforce Delphix and Informatica TDM are the most popular and highly rated" (Mistral Small, Data masking)

## And against it

- "powerful but typically heavier to implement and more costly to license than a mid-sized B2B needs" (Muse Glimmer 30B, Data masking)
- "though that broader platform may be more than a mid-market team needs" (GPT-6 Luna, Data masking)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Perforce Delphix, from 30 of the 30 answers that named it (only the models that return a source list).

### Domains cited

- peerspot.com: 22
- k2view.com: 20
- perforce.com: 17 (its own site)
- ovaledge.com: 9
- g2.com: 8
- cybersecuritynews.com: 7
- sourceforge.net: 7
- securityboulevard.com: 6
- slashdot.org: 6
- magedata.ai: 5

### Pages cited

- https://peerspot.com/categories/data-masking: 15
- https://k2view.com/blog/data-masking-tools-list: 13
- https://ovaledge.com/blog/data-masking-tools: 9
- https://peerspot.com/categories/test-data-management: 7
- https://perforce.com/resources/pdx/delphix-vs-competition: 7
- https://cybersecuritynews.com/best-data-masking-tools: 6
- https://perforce.com/products/delphix/data-masking: 6
- https://g2.com/categories/data-masking/enterprise: 5

## In its own words

What Perforce Delphix's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Make Data Fast, Trusted, and AI-Ready; an intelligent data automation platform for automated, compliant data delivery for DevOps, AI, and cloud innovation. (https://www.perforce.com/products/delphix)
- For: Enterprises; developers, testers, and agents; DevOps, AI, and cloud teams (https://www.perforce.com/products/delphix)
- Certifications: GDPR, CCPA, HIPAA, PCI DSS
- Customers named: Gain Capital, Molina Healthcare, Channel 4, Express Scripts by Evernorth, AMN Healthcare, UniSuper, Morningstar Retirement Fiduciary Services, Ontario Teachers’ Pension Plan

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.