Index › Products › ACR · October 2026 Edition

1 category · Named, not ranked

ACR

7Judge labels

0First choices

1Negative labels

5 / 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. ACR was named 1 time in Artifact registries, where JFrog Artifactory led with 14%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business34 of 86

under the label threshold

Mid-market34 of 89

under the label threshold

Enterprise29 of 77

under the label threshold

In artifact registries · 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 ACR 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Artifact and container registries	Developer platform	0%	34 of 89	0%	1	under 10 labels · led by JFrog Artifactory at 14%

Movement

This is the first edition on this tier, so no move can be computed for ACR 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 ACR across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	1	1
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	0	0

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

Paraphrase2 labelsNone

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained1 labelNone

Negative3 labelsNone

First choiceAlternativeMentionNegative7 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.

“cloud-native (ECR, GCR, ACR) with strict access controls” Kimi K2 · Artifact registries · negative 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 ACR, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ACR was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ECR7 of 70Not among the top eight

GitHub Packages5 of 72Not among the top eight

JFrog Artifactory5 of 71Not among the top eight

Docker Hub5 of 70Not among the top eight

Harbor5 of 70Not among the top eight

GCR3 of 70Not among the top eight

Artifact Registry2 of 70Not among the top eight

Google Artifact Registry2 of 70Not among the top eight

Sonatype Nexus Cloud1 of 71Not among the top eight

VMware Tanzu Registry Services1 of 71Not 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 ACR. 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 6 of the 7 answers that named ACR and are not a share of its labels.

Domains cited

docker.com3

ohmyops.dev3

binaries.live2

container-registry.com2

guptadeepak.com2

harness.io2

paloaltonetworks.com2

safeguard.sh2

aicostadvisory.com1

armosec.io1

No domain is on file for ACR, so its own site is not marked.

Pages cited

ohmyops.dev/tools/container-registry-small-teams3

binaries.live/best-artifact-registry-tools-for-ci-cd-teams2

container-registry.com/compare2

guptadeepak.com/tools/top-8-container-registries-20262

harness.io/blog/best-artifact-repository-tools2

paloaltonetworks.com/cyberpedia/container-registry-security2

aicostadvisory.com/c/container-registries/guide1

armosec.io/blog/container-registry-security1

Pages are listed as the models cited them.

Follow ACR

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.

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

where ACR 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 ACR, 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.