Every category where a model named Azure Bicep 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
Infrastructure as code	Cloud and infrastructure	0%	8 of 46	5%	21	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Azure Bicep yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Azure Bicep across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	4	0	0	4
Gemini 3.5 Flash	3	0	1	4
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	1	0	0	1
Mistral Small	3	1	0	4
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	1	0	0	1
Qwen 3.7 Flash	2	0	0	2
Kimi K2	1	1	0	2
GLM 4.7 FlashX	1	0	0	1
MiniMax M2.5	0	0	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

Direct7 labelsNone

Paraphrase6 labelsNone

Comparative8 labelsNone

Budget-constrained7 labelsNone

Scale-constrained9 labelsNone

Negative11 labelsNone

First choiceAlternativeMentionNegative48 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.

“Azure Bicep: Much cleaner than traditional ARM templates and very tightly integrated with Azure services.” Qwen 3.7 Flash · IaC · direct prompt · alternative

“If on Azure: Use Azure Bicep. It is infinitely cleaner and easier to write than legacy ARM templates.” Gemini 3.5 Flash · IaC · budget prompt · alternative

“Excellent if you are heavily locked into one cloud provider and want tight native integration.” Qwen 3.7 Flash · IaC · scale prompt · alternative

“On Azure, use Bicep (a much cleaner, human-readable DSL that compiles into ARM templates).” Gemini 3.5 Flash · IaC · 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.

“CDK and Bicep make managing these external resources incredibly tedious” Gemini 3.5 Flash · IaC · direct prompt · soft negative

Named alongside

The products named in the same answers as Azure Bicep, over the 48 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Azure Bicep was named but was not.

ProductSame answerTook the first choice insteadHead to head

Terraform45 of 4826Not in the top three

Pulumi45 of 488Not in the top three

AWS CDK33 of 481Not in the top three

OpenTofu32 of 4819Not in the top three

AWS CloudFormation32 of 480Not in the top three

Ansible20 of 482Not in the top three

Crossplane17 of 481Not in the top three

Azure Resource Manager templates15 of 480Not in the top three

Spacelift11 of 481Not in the top three

Google Cloud Deployment Manager11 of 480Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 Azure Bicep. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 26 of the 48 answers that named Azure Bicep and are not a share of its labels.

Domains cited

pulumi.com22

guideflow.com12

spacelift.io11

apiiro.com9

claranet.com7

envzero.com7

checkthat.ai6

cortex.io6

firefly.ai6

gartsolutions.com6

Ninety-two of the ninety-two domain citations in answers naming Azure Bicep came from somebody else's page.

Pages cited

pulumi.com/blog/infrastructure-as-code-tools17

guideflow.com/blog/infrastructure-as-code-tools12

spacelift.io/blog/infrastructure-as-code-tools10

apiiro.com/blog/best-iac-tools9

checkthat.ai/answers/what-are-the-best-infrastructure-as-code-tools6

cortex.io/post/best-infrastructure-as-code-iac-tools6

claranet.com/uk/blog/right-and-wrong-approach-to-infrastructure-code5

devtoollab.com/blog/best-infrastructure-as-code-tools5

Pages are listed as the models cited them.

Names read as Azure Bicep

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

Bicep 2ARM/Bicep 1Azure Resource Manager (ARM) / Azure Bicep 1

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 Azure Bicep'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 Azure Bicep, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at azure.cn is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.