IT AI Index

Index › Vendors › Azure Advisor · September 2026 Edition

Azure · 1 category · Named, not ranked

Azure Advisor

11Judge labels

3First choices

2Negative labels

7 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Azure Advisor was named 3 times in FinOps, where Vantage led with 54%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business5 of 78

under the label threshold

Mid-market10 of 79

under the label threshold

Enterprisenot named

No model named it for this buyer.

In finops · 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 Azure Advisor 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	2%	10 of 79	0%	3	under 10 labels · led by Vantage at 54%

Movement

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

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

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

Direct1 labelNone

Paraphrase1 label1

Comparative0 labelsNone

Budget-constrained4 labels2

Scale-constrained1 labelNone

Negative4 labels1not counted in share

First choiceAlternativeMentionNegative11 labels in all, every segment counted; 3 of the 4 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're mostly on Azure: use Microsoft Cost Management + Azure Advisor.” GPT-5.4 mini · FinOps · paraphrase prompt · first choice

“AWS Cost Explorer, Azure Advisor, GCP Recommender ... Free” Kimi K2 · FinOps · budget prompt · alternative

“Azure Advisor - Free with Azure subscription” MiniMax M2.5 · 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.

No model argued against it.

Named alongside

The products named in the same answers as Azure Advisor, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Azure Advisor was named but was not.

ProductSame answerTook the first choice insteadHead to head

Vantage9 of 114Not in the top three

AWS Cost Explorer9 of 112Not in the top three

Infracost8 of 110Not in the top three

VMware Tanzu CloudHealth6 of 110Not in the top three

GCP Recommender5 of 110Not in the top three

OpenCost5 of 110Not in the top three

CAST AI4 of 110Not in the top three

Kubecost4 of 110Not in the top three

IBM Apptio Cloudability3 of 110Not in the top three

Microsoft Cost Management3 of 110Not 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 Advisor. 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 10 of the 11 answers that named Azure Advisor and are not a share of its labels.

Domains cited

cloudaware.com9

cloudzero.com9

spendark.com9

comparedge.com3

g2.com3

learn.g2.com3

openmetal.io3

reddit.com3

apis.io2

costbench.com2

Forty-six of the forty-six domain citations in answers naming Azure Advisor came from somebody else's page.

Pages cited

cloudaware.com/blog/cloud-cost-management-tools9

cloudzero.com/blog/cloud-cost-management-tools9

spendark.com/blog/cloud-cost-tools-small-business9

g2.com/categories/cloud-cost-management/small-business3

learn.g2.com/best-cloud-cost-management-software3

apis.io/plans/vantage-sh/vantage-sh-plans-pricing2

comparedge.com/tools/vantage/pricing2

costbench.com/software/cloud-cost-management/vantage2

Pages are listed as the models cited them.

Names read as Azure Advisor

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

Microsoft 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 Azure Advisor'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 Advisor, 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.