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Index › Products › Microsoft SQL Server Dynamic Data Masking · October 2026 Edition
Microsoft · 1 category · Named, not ranked

Microsoft SQL Server Dynamic Data Masking

13Judge labels
0First choices
7Negative labels
7 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
6 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Microsoft SQL Server Dynamic Data Masking was named 6 times in Data masking, where DATPROF led with 17%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In data masking · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Microsoft SQL Server Dynamic Data Masking for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Data masking and test data managementData platform0%120 of 14050%6under 10 labels · led by DATPROF at 17%

Movement

This is the first edition on this tier, so no move can be computed for Microsoft SQL Server Dynamic Data Masking yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Microsoft SQL Server Dynamic Data Masking across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00101
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00022
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K201012
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct1 labelNone
Paraphrase0 labelsNone
Comparative4 labelsNone
Budget-constrained1 labelNone
Scale-constrained1 labelNone
Negative6 labelsNone
First choiceAlternativeMentionNegative13 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“SQL Server-only environments | SQL Server DDM (native, low-cost)” GLM 4.7 FlashX · Data masking · comparative prompt · alternative
“SQL Server/Azure native solution | Microsoft Purview” Kimi K2 · Data masking · comparative prompt · alternative

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.

“limited to SQL Server and lacks the advanced features (discovery, referential integrity, wide database support) of dedicated enterprise tools” DeepSeek V4 Flash · Data masking · comparative prompt · soft negative
“Microsoft explicitly states this is "not a security boundary" on its own.” Kimi K2 · Data masking · negative prompt · soft negative
“Microsoft DDM — use only as a *supplement*, never alone” DeepSeek V4 Flash · Data masking · negative prompt · soft negative

Named alongside

The products named in the same answers as Microsoft SQL Server Dynamic Data Masking, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Microsoft SQL Server Dynamic Data Masking was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Oracle Data Masking and Subsetting8 of 130Not among the top eight
Delphix6 of 131Not among the top eight
IBM InfoSphere Optim Data Privacy4 of 130Not among the top eight
IRI FieldShield3 of 130Not among the top eight
Informatica Data Masking3 of 130Not among the top eight
DATPROF2 of 131Not among the top eight
Greenmask2 of 131Not among the top eight
Accutive Data Discovery & Masking2 of 130Not among the top eight
Faker2 of 130Not among the top eight
IBM InfoSphere Optim2 of 130Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Microsoft SQL Server Dynamic Data Masking. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 13 of the 13 answers that named Microsoft SQL Server Dynamic Data Masking and are not a share of its labels.

Domains cited

ovaledge.com9
hevodata.com8
airbyte.com7
atlan.com7
datastackhub.com7
iri.com7
kanerika.com7
k2view.com5
securityboulevard.com5
us.fitgap.com5

Sixty-seven of the sixty-seven domain citations in answers naming Microsoft SQL Server Dynamic Data Masking came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

Where Microsoft SQL Server Dynamic Data Masking stands in Google search beside where it stands in the models' answers.
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In search

Google, US estimates
Searches for its name, Google
not counted (“microsoft sql server dynamic data masking”)
AI search demand for its name, est.
0 a month
Its own site
It sits on Microsoft's site (microsoft.com), so there are no site figures for it alone

In answers

This edition
Share of first choices
0%
rank 120 of 140 in data masking
Segment leader
17%
DATPROF
First choices
0 across its categories
Named in
13 answers
Its own site cited
in 13 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.

Names read as Microsoft SQL Server Dynamic Data Masking

What the judge wrote, as written, with how often. The vendor table decides that these count as Microsoft SQL Server Dynamic Data Masking; a claim can dispute any of them.
Microsoft SQL Server Dynamic Data Masking (DDM) 4Microsoft SQL Server Dynamic Data Masking / Microsoft Purview 1

Follow Microsoft SQL Server Dynamic Data Masking

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

Microsoft is the company behind Microsoft SQL Server Dynamic Data Masking.
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Is this your product?

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 Microsoft SQL Server Dynamic Data Masking'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 Microsoft SQL Server Dynamic Data Masking, 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 Microsoft SQL Server Dynamic Data Masking by email, built from the raw record of the edition. It shows:

  • where Microsoft SQL Server Dynamic Data Masking 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 Microsoft SQL Server Dynamic Data Masking, 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.
The subscriber app

A verification link goes to your work email; an address at microsoft.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.