IT AI Index

Index › Vendors › Zesty · September 2026 Edition

1 category · Named, not ranked

Zesty

11Judge labels

0First choices

1Negative labels

9 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

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Zesty was named 4 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 business31 of 78

under the label threshold

Mid-market33 of 79

under the label threshold

Enterprise18 of 53

under the label threshold

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 Zesty 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%	33 of 79	25%	4	under 10 labels · led by Vantage at 54%

Movement

This is the first edition on this tier, so no move can be computed for Zesty 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 Zesty 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	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	1	1	2
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	1	0	0	1
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

Direct1 labelNone

Paraphrase3 labelsNone

Comparative3 labelsNone

Budget-constrained0 labelsNone

Scale-constrained2 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative11 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.

“Full automation of commitments and spot-instance usage” GLM 4.7 FlashX · FinOps · comparative prompt · alternative

“ProsperOps or Zesty” Kimi K2 · FinOps · paraphrase 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.

“great tech, but had significant layoffs and pivots in 2024-2025; watch for feature instability” DeepSeek V4 Flash · FinOps · negative prompt · soft negative

Named alongside

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

ProductSame answerTook the first choice insteadHead to head

IBM Apptio Cloudability10 of 112Not in the top three

CloudZero8 of 113Not in the top three

Vantage8 of 113Not in the top three

Kubecost7 of 110Not in the top three

ProsperOps7 of 110Not in the top three

VMware Tanzu CloudHealth7 of 110Not in the top three

CAST AI6 of 110Not in the top three

Finout5 of 111Not in the top three

Flexera One5 of 110Not in the top three

Cloudaware4 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 Zesty. 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 9 of the 11 answers that named Zesty and are not a share of its labels.

Domains cited

cloudaware.com8

gartner.com6

cloudchipr.com5

pointfive.co5

amnic.com4

cloudzero.com4

flexera.com4

usage.ai4

finout.io3

nops.io3

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

Pages cited

gartner.com/reviews/market/cloud-financial-management-tools5

cloudaware.com/blog/cloud-cost-management-tools4

cloudaware.com/blog/cloud-cost-optimization-tools4

cloudaware.com/blog/finops-tools4

usage.ai/blogs/finops/tools/best-tools4

cloudchipr.com/blog/best-cloud-cost-optimization-tools3

cloudzero.com/blog/cloud-cost-management-tools3

flexera.com/blog/finops/finops-tools3

Pages are listed as the models cited them.

Names read as Zesty

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

ProsperOps / Zesty 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 Zesty'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 Zesty, 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 zesty.co 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.