Every category where a model named VMware Tanzu CloudHealth 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	0%	79 of 79	52%	33	criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for VMware Tanzu CloudHealth 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 VMware Tanzu CloudHealth 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	0	0	0	0	0
GPT-5.4 mini	0	2	0	0	2
Gemini 3.5 Flash	0	0	0	5	5
Perplexity Sonar	0	2	1	1	4
Grok 4.1 Fast	1	0	0	2	3
Mistral Small	0	1	1	1	3
DeepSeek V4 Flash	0	1	1	2	4
Llama 4 Maverick	0	0	1	1	2
Qwen 3.7 Flash	0	0	0	1	1
Kimi K2	0	1	1	2	4
GLM 4.7 FlashX	0	1	0	1	2
MiniMax M2.5	0	1	1	1	3

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

Paraphrase10 labels3

Comparative18 labels2not counted in share

Budget-constrained12 labelsNone

Scale-constrained12 labelsNone

Negative29 labels1not counted in share

First choiceAlternativeMentionNegative94 labels in all, every segment counted; 3 of the 6 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.

“VMware Tanzu CloudHealth (Broadcom/VMware) – Leader in both.” Grok 4.1 Fast · FinOps · comparative prompt · first choice

“Recommended for mid-market and enterprise teams with formal IT/FinOps governance, supporting multi-cloud environments.” Mistral Small · FinOps · paraphrase prompt · alternative

“CloudHealth or Flexera One if you are already operating at a more enterprise governance level” Perplexity Sonar · FinOps · paraphrase prompt · alternative

“Enterprise-wide multi-cloud governance & policy enforcement | CloudHealth (VMware Aria Cost), Flexera One” GLM 4.7 FlashX · FinOps · comparative 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.

“High Caution: Post-Acquisition Instability ... Broadcom's aggressive cost-cutting and licensing changes have created substantial customer churn.” Kimi K2 · FinOps · negative prompt · hard negative

“steer clear of heavy legacy enterprise platforms like VMware CloudHealth or Apptio Cloudability” Gemini 3.5 Flash · FinOps · paraphrase prompt · hard negative

“should generally avoid legacy enterprise suites like ... CloudHealth (Broadcom)” Gemini 3.5 Flash · FinOps · direct prompt · hard negative

“Verdict: Avoid unless you're already deeply locked into Broadcom/VMware stack.” DeepSeek V4 Flash · FinOps · negative prompt · hard negative

Named alongside

The products named in the same answers as VMware Tanzu CloudHealth, over the 93 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and VMware Tanzu CloudHealth was named but was not.

ProductSame answerTook the first choice insteadHead to head

IBM Apptio Cloudability68 of 9315Not in the top three

Vantage59 of 9319Not in the top three

CloudZero47 of 935Not in the top three

Kubecost42 of 930Not in the top three

AWS Cost Explorer40 of 9313Not in the top three

Microsoft Cost Management38 of 938Not in the top three

Flexera One35 of 932Not in the top three

Harness Cloud Cost Management29 of 930Not in the top three

Finout26 of 932Not in the top three

ProsperOps25 of 930Not 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 VMware Tanzu CloudHealth. 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 73 of the 93 answers that named VMware Tanzu CloudHealth and are not a share of its labels.

Domains cited

cloudaware.com56

cloudzero.com51

gartner.com41

learn.g2.com33

usage.ai32

nops.io31

vantage.sh29

amnic.com27

flexera.com20

openmetal.io19

339 of the 339 domain citations in answers naming VMware Tanzu CloudHealth came from somebody else's page.

Pages cited

cloudaware.com/blog/cloud-cost-management-tools42

cloudzero.com/blog/cloud-cost-management-tools40

gartner.com/reviews/market/cloud-financial-management-tools40

learn.g2.com/best-cloud-cost-management-software33

usage.ai/blogs/finops/tools/best-tools28

nops.io/blog/cloud-cost-management-software-tools25

amnic.com/blogs/cloud-cost-management-tools19

cloudaware.com/blog/cloud-cost-optimization-tools17

Pages are listed as the models cited them.

Names read as VMware Tanzu CloudHealth

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

CloudHealth 12CloudHealth (Broadcom) 4CloudHealth by VMware 3VMware CloudHealth 2Broadcom's CloudHealth 1CloudHealth (Broadcom, formerly VMware/Aria Cost) 1CloudHealth (Broadcom/VMware) 1CloudHealth (VMware) 1CloudHealth (by VMware) 1CloudHealth (now Tanzu CloudHealth under Broadcom) 1CloudHealth (now VMware Aria Cost) 1CloudHealth (now part of Broadcom) 1CloudHealth by VMware (now Broadcom) 1VMware Tanzu CloudHealth (acquired by Broadcom) 1

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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 VMware Tanzu CloudHealth'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 VMware Tanzu CloudHealth, 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 vmware.com is approved on the spot, any other address is reviewed by hand.

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