1 category · RankedDelphix
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data masking and test data management | Data platform | 4% | 8 of 140 | 27% | 37 | criticized challenger |
Movement
By model
How each model treated Delphix across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 2 | 1 | 1 | 1 | 5 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 2 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 2 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 2 | 4 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 0 | 3 |
| MiniMax M2.5 | 2 | 0 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“or Delphix if you have a multi-database environment. Both offer the right balance of features, scalability, and pricing for mid-market needs.” MiniMax M2.5 · Data masking · direct prompt · first choice
“Go with Delphix if your bottleneck is database provisioning speed and your infrastructure budget allows for heavy virtualization tooling.” Gemini 3.5 Flash · Data masking · comparative prompt · first choice
“Choose Delphix or Informatica for broad database support + DevOps/test data pipelines with virtualization and policy automation.” Muse Glimmer 30B · Data masking · comparative prompt · first choice
“Best For: DevOps teams, virtualization, and rapid test data management... Focuses on virtualized static masking.” Qwen 3.7 Flash · Data masking · comparative prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“What to Avoid (Unless You Have Enterprise Budget) ... Excellent but expensive” Kimi K2 · Data masking · paraphrase prompt · hard negative
“Delphix (Perforce) - while it is a comprehensive tool, it focuses on test data management and data virtualization as much as masking itself.” Llama 4 Maverick · Data masking · negative prompt · soft negative
“without the steep learning curve and infrastructure costs associated with enterprise giants like Delphix or IBM InfoSphere” Qwen 3.7 Flash · Data masking · paraphrase prompt · soft negative
“may be worth evaluating, but expect to request a quote; their pricing isn't a simple low-cost, published plan” GPT-6 Luna · Data masking · budget prompt · soft negative
Named alongside
The products named in the same answers as Delphix, over the 103 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Delphix was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 93 of the 103 answers that named Delphix and are not a share of its labels.
Domains cited
390 of the 390 domain citations in answers naming Delphix came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
delphix.com is not in Google's top ten for any of the category's searches. In the answers, Delphix takes 4% of first choices and DATPROF takes 17%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 1,900 a month (“delphix”)
- AI search demand for its name, est.
- 19 a month
- Organic visits to its site
- about 758 a month
- Searches its site ranks for
- 426 · 7 in the top three
- Sites linking to it
- 2,430
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 17 across its categories
- Named in
- 103 answers
- Its own site cited
- in 93 of the answers that named it
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,297 | 1 | 2026-07-21 | API management, API gateways | |
| Webinar or virtual event | 256 | undated | GRC, API management | ||
| Case study | 180 | 0 | 2021-03-29 | MDR | |
| News or press | 180 | undated | SOAR | ||
| Podcast or video | 89 | 0 | 2026-02-12 | ||
| Glossary or explainer | 82 | 1 | 2026-09-01 | API management, SAST | |
| Conference or event | 61 | 0 | 2025-03-26 | ||
| Comparison | 55 | 0 | 2026-05-07 | API gateways, SAST | |
| Report or ebook | 31 | undated | |||
| Template or tool | 2 | 0 | 2021-03-16 |
Most recent
- 2026-09-01What is owasp top 10 glossary or explainer
- 2026-07-21Protecting Sensitive Data in Non-Production Environments: No Trade-Offs Necessary! | Perforce Software blog
- 2026-05-07Static Data Masking vs. Dynamic Data Masking: What’s the Best Approach? | Perforce Software comparison
- 2026-04-22How Redundant Data Storage May Be Hurting Both Your Bottom Line and the Environment | Perforce Software blog
- 2026-04-07The Real Cost of Software Defects: Customer Churn That Costs Businesses Millions of Dollars | Perforce Software blog
- 2026-02-17What is continuous development glossary or explainer
How it is countedHide how it is counted
Every page delphix.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name API management (13); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.
Names read as Delphix
Follow Delphix
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Delphix is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Make Data Fast, Trusted, and AI-Ready
- For
- enterprises
- Free plan or trial
- Request a no-pressure demo today. delphix.com
- Integrations claimed
- 170 delphix.com
- Certifications
- Gartner Peer Insights™ Customers' Choice in the 2025 Voice of the Customer for Test Data Management
- Customers named
- Gain CapitalMolina HealthcareChannel 4
- Not stated on the pages read
- Price, starting price, hosting
What Delphix's own pages state, read October 5, 2026: delphix.com. A claimed page can correct any of them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Delphix's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Delphix, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Delphix by email, built from the raw record of the edition. It shows:
- where Delphix is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Delphix, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.