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IT AI Index
Index › Products › Cygna Labs · October 2026 Edition
1 category · Named, not ranked

Cygna Labs

2Judge labels
0First choices
0Negative labels
1 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Cygna Labs was named 1 time in DDI and IPAM, where BlueCat Micetro led with 15%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In ddi and ipam · 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 Cygna Labs 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
DDI and IP address managementNetwork and edge0%42 of 1150%1under 10 labels · led by BlueCat Micetro at 15%

Movement

This is the first edition on this tier, so no move can be computed for Cygna Labs 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 Cygna Labs 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 Flash01001
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative2 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative2 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.

“positioning itself as a top-three global DDI powerhouse” Gemini 3.5 Flash · DDI and IPAM · 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.

No model argued against it.

Named alongside

The products named in the same answers as Cygna Labs, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Cygna Labs was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Infoblox2 of 22Not among the top eight
BlueCat Integrity2 of 20Not among the top eight
EfficientIP SOLIDserver2 of 20Not among the top eight
NetBox1 of 20Not among the top eight
SolarWinds IP Address Manager1 of 20Not among the top eight
TCPWave1 of 20Not among the top eight
phpIPAM1 of 20Not 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 Cygna Labs. 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 2 of the 2 answers that named Cygna Labs and are not a share of its labels.

Domains cited

bluecatnetworks.com2
controld.com2
cygnalabs.comYour site2
efficientip.com2
rajeshkumar.xyz2
reddit.com2
scribd.com2
tds-apac.com2
cybersecuritynews.com1
devopsschool.com1

Sixteen of the eighteen domain citations in answers naming Cygna Labs came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

What it publishes

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Addresses on cygnalabs.com
413
subdomains included
Content
166
counted in the table below
Documentation
1
Product · Integration
64 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog91undatedSIEM
Webinar or virtual event26undatedSASE
News or press24undatedSIEM
Case study16undated
Conference or event7undated
Report or ebook2undated
How it is countedHide how it is counted

Every page cygnalabs.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. 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 Cygna Labs

What the judge wrote, as written, with how often. The vendor table decides that these count as Cygna Labs; a claim can dispute any of them.
Cygna Labs (VitalQIP / Diamond IP) 1

Follow Cygna Labs

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

Cygna Labs is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
advanced IT security, compliance, and DDI solutions with robust DNS, DHCP and IPAM integration
For
enterprise networks and mission-critical environments
Price stated
Cygna VitalQIP is still available via perpetual licensing. We do offer subscription pricing for our products if that is preferable, but the choice is yours. cygnalabs.com/en/products/vitalqip
Free plan or trial
Get a Free Trial cygnalabs.com
Customers named
HornbachConstant Contact
Not stated on the pages read
Starting price, integrations, certifications, hosting

What Cygna Labs's own pages state, read October 6, 2026: cygnalabs.com, cygnalabs.com/en/products/vitalqip, cygnalabs.com/en/company/partners. A claimed page can correct any of them.

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 Cygna Labs'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 Cygna Labs, 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 Cygna Labs by email, built from the raw record of the edition. It shows:

  • where Cygna Labs 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 Cygna Labs, 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 cygnalabs.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.