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Index › Products › Rancher · October 2026 Edition
1 category · Ranked

Rancher

65Judge labels
0First choices
16Negative labels
13 / 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
0% in Managed Kubernetes for mid-market buyers
Rank 10 of 52 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 14% of its 21 labels there were negative.
What the models named instead of Rancher →
By buyer segmentRead the same way at every buyer size.
In managed kubernetes · 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 Rancher 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
Managed Kubernetes platformsCloud and infrastructure0%10 of 5214%21accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Rancher held within the floor in its one category: no change cleared 11 points.

Best category · Managed Kubernetes · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 45 → 21 of 68
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 7 → 10 of 46
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 13 → 10 of 47

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Managed Kubernetes2%0%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 7 → 10 of 52

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Rancher 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 4.501012
GPT-5.4 mini00101
Gemini 3.5 Flash00000
Perplexity Sonar01102
Grok 4.2001102
Mistral Small01214
DeepSeek V4 Flash01102
Llama 4 Maverick00000
Qwen 3.7 Flash01102
Kimi K201012
GLM 4.7 FlashX02002
MiniMax M2.501102
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
Direct13 labelsNone
Paraphrase1 labelNone
Comparative8 labelsNone
Budget-constrained2 labelsNone
Scale-constrained21 labelsNone
Negative20 labelsNone
First choiceAlternativeMentionNegative65 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.

“If you need more control or have multi-cloud requirements, Rancher or Platform9 would be stronger choices.” MiniMax M2.5 · Managed Kubernetes · direct prompt · alternative
“best suited for platform engineering teams that want centralized cluster lifecycle management across clouds” Claude Haiku 4.5 · Managed Kubernetes · comparative prompt · alternative
“Best for: IT-centric mid-market companies with complex hybrid infrastructure requirements.” Qwen 3.7 Flash · Managed Kubernetes · direct prompt · alternative
“Multi-cloud required | OpenShift or Rancher — portable, consistent experience” Kimi K2 · Managed Kubernetes · scale 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.

“These are not fully managed services; they require your team to handle significant operational overhead.” Mistral Small · Managed Kubernetes · negative prompt · soft negative
“Rancher has complex setup requiring solid Kubernetes knowledge upfront, is not beginner-friendly” Claude Haiku 4.5 · Managed Kubernetes · negative prompt · soft negative
“Rising costs... Support quality: User reports of subpar customer service” Kimi K2 · Managed Kubernetes · negative prompt · soft negative

Named alongside

The products named in the same answers as Rancher, over the 63 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rancher was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Amazon EKS58 of 637Not among the top eight
Google Kubernetes Engine55 of 6320Not among the top eight
Azure Kubernetes Service55 of 636Not among the top eight
Red Hat OpenShift45 of 632Not among the top eight
DigitalOcean Kubernetes24 of 635Not among the top eight
VMware Tanzu23 of 630Not among the top eight
Linode Kubernetes Engine16 of 632Not among the top eight
Platform9 Managed Kubernetes11 of 630Not among the top eight
Mirantis Kubernetes Engine10 of 630Not among the top eight
Civo Kubernetes8 of 631Not 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 Rancher. 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 57 of the 63 answers that named Rancher and are not a share of its labels.

Domains cited

spot.rackspace.com28
portainer.io27
northflank.com26
mirantis.com21
it-ai-index.com20
medium.com19
digitalocean.com18
blog.railway.com17
qovery.com16
dev.to15

207 of the 207 domain citations in answers naming Rancher came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

rancher.com is not in Google's top ten for any of the category's searches. In the answers, Rancher takes 0% of first choices and Google Kubernetes Engine takes 43%.
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In search

Google, US estimates
Position for “managed kubernetes platform”
–
not in the top ten
Position for “managed kubernetes platforms”
–
not in the top ten
Searches for its name, Google
12,100 a month (“rancher”)
AI search demand for its name, est.
30,642 a month
Organic visits to its site
about 11,297 a month
Searches its site ranks for
1,417 · 163 in the top three
Sites linking to it
6,148
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US

In answers

This edition
Share of first choices
0%
rank 10 of 52 in managed kubernetes
Segment leader
43%
Google Kubernetes Engine
First choices
0 across its categories
Named in
63 answers
Its own site cited
in 57 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 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 rancher.com
1,417
subdomains included
Content
56
counted in the table below
Documentation
1,259
Product · Integration
6 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Template or tool34undated
Report or ebook19undated
Conference or event3undated
How it is countedHide how it is counted

Every page rancher.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 September 29, 2026.

Names read as Rancher

What the judge wrote, as written, with how often. The vendor table decides that these count as Rancher; a claim can dispute any of them.
Rancher (by SUSE) 2Rancher (SUSE) 1Rancher (VMware Broadcom) 1Rancher/RKE2 1Rancher/RKE2 (via SUSE Rancher Prime) 1Rancher/SUSE 1SUSE Rancher 1

Follow Rancher

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

Rancher is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
the open-source multi-cluster orchestration platform
For
operations teams
Price stated
Request pricing Fill out the form below to get detailed pricing from your regional sales team. rancher.com/pricing
Free plan or trial
Free trial on AWS rancher.com
Certifications
CMMC L2FIPS 140-2DISA STIGCIS benchmarksIron Bank standardCNCF-certified
Not stated on the pages read
Starting price, integrations, hosting, customers

What Rancher's own pages state, read September 28, 2026: rancher.com, rancher.com/pricing, rancher.com/government/security, rancher.com/products/rke, rancher.com/government/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 Rancher'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 Rancher, 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 Rancher by email, built from the raw record of the edition. It shows:

  • where Rancher 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 Rancher, 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 rancher.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.