Small business=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 2% in September 2026
Inside the floor by 11 pointsRank 19 → 21 of 78
VMware · 2 categories · RankedVMware Tanzu CloudHealth
147Judge labels
6First choices
62Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
8% in FinOps for enterprise buyers
Rank 18 of 76 in the mid-market standingcriticized challenger
1 of 14 models made it the first choice on the direct prompt; 43% of its 35 labels there were negative.
What the models named instead of VMware Tanzu CloudHealth →By buyer segmentRead the same way at every buyer size.
Small business22 of 83
2%23 labels
criticized challenger
Mid-market18 of 76
2%35 labels
criticized challenger
Enterprise6 of 73
8%42 labels
accepted challenger
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 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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Cloud cost management | Cloud and infrastructure | 2% | 18 of 76 | 43% | 35 | criticized challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| IT financial management | IT operations and endpoint | 0% | 47 of 159 | 31% | 16 | criticized challenger |
Movement
Since September 2026, VMware Tanzu CloudHealth held within the floor in all two categories: no change cleared 11 points.
Best category · FinOps · by segment
Mid-market▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 69 → 17 of 70
Enterprise▲+4Since September 2026: 5% → 9%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
9%from 5% in September 2026
Inside the floor by 7 pointsRank 6 → 5 of 71
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| FinOps | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 69 → 18 of 76 |
| IT financial mgmt | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 47 of 159, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated VMware Tanzu CloudHealth across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated VMware Tanzu CloudHealth across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 4 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 1 | 2 | 2 | 1 | 6 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 6 | 8 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 1 | 5 |
| Kimi K2 | 0 | 0 | 3 | 2 | 5 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 1 | 1 | 0 | 1 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 2 | 4 |
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
Direct25 labels4
Paraphrase13 labels1
Comparative33 labels5not counted in share
Budget-constrained9 labelsNone
Scale-constrained24 labels1
Negative43 labelsNone
First choiceAlternativeMentionNegative147 labels in all, every segment counted; 6 of the 11 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.
“A leader in the enterprise segment, known for robust multi-cloud cost management and optimization.” Mistral Small · FinOps · comparative prompt · first choice
“I'd suggest starting with CloudHealth or Spot if you have multi-cloud complexity” MiniMax M2.5 · FinOps · direct prompt · first choice
“If your company has a more complex environment or formal governance needs, CloudHealth by VMware is also a top contender.” Mistral Small · FinOps · paraphrase prompt · alternative
“Modern Cloud-Native Platforms such as CloudHealth by VMware, Flexera One, or newer entrants offer faster implementation” MiniMax M2.5 · IT financial mgmt · scale 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.
“Slowed innovation post-acquisition, increased customer attrition, uncertain future... Avoid if: Multi-cloud heavy or need cutting-edge automation.” Grok 4.20 · FinOps · negative prompt · hard negative
“Avoid entering new long-term commitments. If you are already locked in, begin drafting a migration plan to alternative platforms.” Gemini 3.5 Flash · FinOps · negative prompt · hard negative
“Avoid percentage-of-spend pricing models (like CloudHealth, Cloudability, or Finout's enterprise tiers)” DeepSeek V4 Flash · FinOps · budget prompt · hard negative
“What to Avoid for Mid-Market ... enterprise-grade tools (typically $45K+/year)” DeepSeek V4 Flash · FinOps · direct prompt · hard negative
Named alongside
The products named in the same answers as VMware Tanzu CloudHealth, over the 147 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.ShowHide
Named alongside
The products named in the same answers as VMware Tanzu CloudHealth, over the 147 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.
ShowHideProductSame answerTook the first choice insteadHead to head
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 VMware Tanzu CloudHealth. 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 130 of the 147 answers that named VMware Tanzu CloudHealth and are not a share of its labels.
Domains cited
cloudzero.com61
cloudaware.com59
g2.com49
nops.io44
amnic.com37
ciopages.com33
finout.io33
gartner.com31
qobra.co30
thectoclub.com30
407 of the 407 domain citations in answers naming VMware Tanzu CloudHealth came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where VMware Tanzu CloudHealth stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where VMware Tanzu CloudHealth stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 390 a month (“vmware tanzu cloudhealth”)
- AI search demand for its name, est.
- 0 a month
- Its own site
- It sits on VMware's site (vmware.com), so there are no site figures for it alone
In answers
This editionShare of first choices
2%
rank 18 of 76 in finops
Segment leader
45%
Vantage
- First choices
- 6 across its categories
- Named in
- 147 answers
- Its own site cited
- in 130 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
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 18CloudHealth by VMware 6CloudHealth by Broadcom 4CloudHealth (Broadcom) 2CloudHealth (by VMware) 2Broadcom/VMware CloudHealth 1CloudHealth (Broadcom/VMware) 1CloudHealth (VMware Aria Cost) 1CloudHealth (VMware Tanzu / Broadcom) 1CloudHealth (VMware) 1CloudHealth (by Broadcom) 1CloudHealth (now Broadcom) 1CloudHealth by Broadcom (VMware Tanzu) 1CloudHealth by Broadcom (VMware) 1CloudHealth by Broadcom (formerly VMware) 1CloudHealth by VMware/Broadcom 1VMWare Tanzu CloudHealth 1VMware Aria Cost 1VMware Aria Cost / CloudHealth 1VMware Tanzu CloudHealth (now under Broadcom) 1
Follow VMware Tanzu CloudHealth
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.
The company
VMware is the company behind VMware Tanzu CloudHealth.ShowHide
The company
VMware is the company behind VMware Tanzu CloudHealth.
ShowHideOn record
Company records- Also from VMware
- VMware Aria Cost, VMware Avi Load Balancer, VMware Carbon Black, VMware Cloud Foundation, VMware ESXi, VMware Horizon, VMware Horizon / Omnissa Horizon, VMware Horizon/Omnissa and 19 more
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 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.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for VMware Tanzu CloudHealth by email, built from the raw record of the edition. It shows:
- where VMware Tanzu CloudHealth 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 VMware Tanzu CloudHealth, 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.