Every category where a model named Microsoft Cost Management 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
Cloud cost management	Cloud and infrastructure	4%	5 of 79	23%	22	accepted challenger

Movement

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

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

Direct8 labels1

Paraphrase11 labels1

Comparative13 labels2not counted in share

Budget-constrained12 labels6

Scale-constrained6 labelsNone

Negative16 labels4not counted in share

First choiceAlternativeMentionNegative66 labels in all, every segment counted; 8 of the 14 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.

“start with native tools like AWS Cost Explorer, Azure Cost Management, or GCP Billing” Perplexity Sonar · FinOps · negative prompt · first choice

“If you're mostly on Azure: use Microsoft Cost Management + Azure Advisor.” GPT-5.4 mini · FinOps · paraphrase prompt · first choice

“provide basic visibility, budgets, and anomaly detection for free” Claude Haiku 4.5 · FinOps · budget prompt · first choice

“AWS Cost Explorer, Azure Cost Management, and Google Cloud Cost Management are free and are recommended as the first step for small budgets” Perplexity Sonar · FinOps · budget 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.

“Avoid relying solely on AWS Cost Explorer, GCP Billing, or Azure Cost Management as your primary tool” Qwen 3.7 Flash · FinOps · negative prompt · hard negative

“Beware of generic "native" tools (AWS Cost Explorer, Azure Cost Management) as your *only* solution” DeepSeek V4 Flash · FinOps · negative prompt · soft negative

“Limited multi-cloud support, basic forecasting, and reactive (no strong automation/AI)” Grok 4.1 Fast · FinOps · negative prompt · soft negative

“Limitation: They generally lack the cross-cloud aggregation, granular Kubernetes support” Qwen 3.7 Flash · FinOps · comparative prompt · soft negative

Named alongside

The products named in the same answers as Microsoft Cost Management, over the 66 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Microsoft Cost Management was named but was not.

ProductSame answerTook the first choice insteadHead to head

AWS Cost Explorer55 of 664Not in the top three

Vantage43 of 6623Not in the top three

VMware Tanzu CloudHealth38 of 664Not in the top three

IBM Apptio Cloudability36 of 665Not in the top three

Kubecost35 of 661Not in the top three

CloudZero32 of 664Not in the top three

Google Cloud Billing32 of 660Not in the top three

Infracost28 of 660Not in the top three

CAST AI22 of 660Not in the top three

ProsperOps20 of 660Not 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 Microsoft Cost Management. 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 54 of the 66 answers that named Microsoft Cost Management and are not a share of its labels.

Domains cited

cloudaware.com42

cloudzero.com39

gartner.com28

nops.io26

spendark.com25

usage.ai25

learn.g2.com21

openmetal.io18

vantage.sh18

amnic.com17

259 of the 259 domain citations in answers naming Microsoft Cost Management came from somebody else's page.

Pages cited

cloudzero.com/blog/cloud-cost-management-tools33

cloudaware.com/blog/cloud-cost-management-tools31

gartner.com/reviews/market/cloud-financial-management-tools28

nops.io/blog/cloud-cost-management-software-tools23

learn.g2.com/best-cloud-cost-management-software21

usage.ai/blogs/finops/tools/best-tools19

spendark.com/blog/cloud-cost-tools-small-business18

openmetal.io/resources/blog/which-cloud-cost-management-tool-is-best-for-your-company16

Pages are listed as the models cited them.

Names read as Microsoft Cost Management

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

Azure Cost Management 16AWS Cost Explorer / Azure Cost Management / Google Cloud Billing 1Azure Cost Management + Microsoft Cost Management 1Azure Cost Mgmt 1Microsoft Azure Cost Management 1Microsoft Cost Management + Azure Advisor 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 Microsoft Cost Management'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 Microsoft Cost Management, 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 microsoft.com 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.