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Index › Products › Infoblox Threat Defense · October 2026 Edition
1 category · Ranked

Infoblox Threat Defense

36Judge labels
1First choices
5Negative labels
14 / 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.
Best standing
2% in DNS filtering for enterprise buyers
Rank 16 of 94 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 14% of its 7 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In dns filtering · 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 Infoblox Threat Defense 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
DNS filteringNetwork and edge0%16 of 9414%7under 10 labels · led by DNSFilter at 59%

Movement

This is the first edition on this tier, so no move can be computed for Infoblox Threat Defense 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 Infoblox Threat Defense 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 4.500101
GPT-5.4 mini00202
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00101
DeepSeek V4 Flash01012
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K201001
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
Direct2 labelsNone
Paraphrase12 labels1
Comparative15 labelsNone
Budget-constrained4 labelsNone
Scale-constrained2 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative36 labels in all, every segment counted; 1 of the 1 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.

“Best for: Enterprises already heavily invested in DDI (DNS, DHCP, IPAM) infrastructure” DeepSeek V4 Flash · DNS filtering · comparative prompt · alternative
“Best for: Enterprises already using Infoblox DDI infrastructure” Kimi K2 · DNS filtering · 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.

“Powerful but expensive and complex — generally overkill for mid-market” DeepSeek V4 Flash · DNS filtering · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Infoblox Threat Defense, over the 36 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Infoblox Threat Defense was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Cloudflare Gateway31 of 363Not among the top eight
Cisco Umbrella30 of 3615Not among the top eight
DNSFilter28 of 368Not among the top eight
Akamai Enterprise Threat Protector14 of 360Not among the top eight
SafeDNS9 of 360Not among the top eight
Zscaler Internet Access8 of 362Not among the top eight
NextDNS8 of 360Not among the top eight
Cisco Secure Access – DNS Defense5 of 364Not among the top eight
Palo Alto Networks DNS Security5 of 360Not among the top eight
WebTitan5 of 360Not 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 Infoblox Threat Defense. 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 34 of the 36 answers that named Infoblox Threat Defense and are not a share of its labels.

Domains cited

cybersecuritynews.com25
controld.com23
aimultiple.com22
gbhackers.com16
dnsfilter.com15
cyberpress.org14
sourceforge.net11
expertinsights.com10
dope.security9
umbrella.cisco.com9

154 of the 154 domain citations in answers naming Infoblox Threat Defense came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

infoblox.com is not in Google's top ten for any of the category's searches. In the answers, Infoblox Threat Defense takes 0% of first choices and DNSFilter takes 59%.
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In search

Google, US estimates
Position for “dns filtering service”
–
not in the top ten
Position for “dns filtering services”
–
not in the top ten
Searches for its name, Google
90 a month (“infoblox threat defense”)
AI search demand for its name, est.
1 a month
Organic visits to its site
about 32,766 a month
Searches its site ranks for
3,833 · 429 in the top three
Sites linking to it
6,909
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
18 ads · 13 text, 4 video, 1 image · 11 shown in the last 30 days

First shown February 2025, as Infoblox Inc, verified. Ads started 2025-11 to 2026-10: 11 in the year, 7 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 16 of 94 in DNS filtering
Segment leader
59%
DNSFilter
First choices
1 across its categories
Named in
36 answers
Its own site cited
in 34 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

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Addresses on infoblox.com
11,435
subdomains included
Content
2,917
counted in the table below
Documentation
6,229
Product · Integration
76 · 6
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog1,864402026-10-01SIEM, SOAR
News or press27252026-08-06ASM
Podcast or video20462026-08-24SOAR, DDI and IPAM
Report or ebook18452026-08-13XDR, ASM
Case study14002026-05-11SIEM
Webinar or virtual event123152026-09-28XDR, ASM
Glossary or explainer9302024-11-14DLP, SASE
Conference or event2702026-03-19
Comparison802026-06-18
Template or tool2undated
How it is countedHide how it is counted

Every page infoblox.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 SIEM (10); 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 Infoblox Threat Defense

What the judge wrote, as written, with how often. The vendor table decides that these count as Infoblox Threat Defense; a claim can dispute any of them.
Infoblox 5

Follow Infoblox Threat Defense

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

Infoblox Threat Defense is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Quickly deploy hybrid DNS-layer security everywhere
For
enterprise
Price stated
Infoblox token-based licensing infoblox.com/pricing
Customers named
UC DavisCity and County of San FranciscoStupp Bros.
Not stated on the pages read
Starting price, free plan or trial, integrations, certifications, hosting

What Infoblox Threat Defense's own pages state, read October 5, 2026: infoblox.com, infoblox.com/pricing, trust.infoblox.com, infoblox.com/platform, infoblox.com/topic/customers. 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 Infoblox Threat Defense'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 Infoblox Threat Defense, 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 Infoblox Threat Defense by email, built from the raw record of the edition. It shows:

  • where Infoblox Threat Defense 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 Infoblox Threat Defense, 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 infoblox.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.