Every category where a model named Flexera One 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
IT asset management	IT operations and endpoint	0%	13 of 61	26%	19	criticized challenger
Cloud cost management	Cloud and infrastructure	0%	20 of 79	8%	12	accepted challenger

Movement

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

Direct14 labels3

Paraphrase18 labelsNone

Comparative33 labels4not counted in share

Budget-constrained17 labels1

Scale-constrained15 labels2

Negative29 labels1not counted in share

First choiceAlternativeMentionNegative126 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.

“Alternatives to consider: Flexera (Gartner Leader, broad strengths)” Grok 4.1 Fast · FinOps · negative prompt · first choice

“Flexera brings extensive IT management experience to cloud cost management, offering an enterprise-focused solution designed for large organizations” Claude Haiku 4.5 · FinOps · comparative prompt · alternative

“Flexera One — *Enterprise SAM/SaaS/FinOps specialist*... Arguably the deepest software asset management (SAM) engine” DeepSeek V4 Flash · ITAM · comparative prompt · alternative

“Flexera One is repeatedly positioned as the best choice when software asset management is the main concern” Perplexity Sonar · ITAM · 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.

“Incomplete API documentation, large-scale deployment issues often unresolved, requires more technical expertise than marketed” Kimi K2 · ITAM · negative prompt · hard negative

“Tools to Avoid on a Limited Budget - CloudHealth, Flexera, Turbonomic” Kimi K2 · FinOps · budget prompt · hard negative

“Flexera One ITAM is often praised, but reviewers also note it needs proper configuration and ownership to work well” GPT-5.4 mini · ITAM · negative prompt · soft negative

“Quote-only models (e.g., ServiceNow, Flexera) with add-ons for integrations/training—total cost can balloon 2-5x.” Grok 4.1 Fast · ITAM · negative prompt · soft negative

Named alongside

The products named in the same answers as Flexera One, over the 126 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Flexera One was named but was not.

ProductSame answerTook the first choice insteadHead to head

ServiceNow IT Asset Management68 of 12627Not in the top three

Lansweeper50 of 1263Not in the top three

IBM Apptio Cloudability47 of 12616Not in the top three

Ivanti Neurons for ITAM46 of 1260Not in the top three

Vantage37 of 1269Not in the top three

ManageEngine AssetExplorer37 of 1261Not in the top three

CloudZero35 of 1266Not in the top three

VMware Tanzu CloudHealth35 of 1263Not in the top three

Device4230 of 1260Not in the top three

Snipe-IT26 of 1261Not 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 Flexera One. 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 106 of the 126 answers that named Flexera One and are not a share of its labels.

Domains cited

cloudaware.com82

gartner.com48

virima.com38

assetmanagement.global36

flexera.comYour site35

cloudzero.com34

blog.invgate.com27

forbes.com23

nops.io23

vantage.sh22

333 of the 368 domain citations in answers naming Flexera One came from somebody else's page.

Pages cited

cloudaware.com/blog/asset-management-tools36

virima.com/blog/top-asset-management-tools-you-need-to-know-about35

assetmanagement.global/blog/it-asset-management/best-it-asset-management-software33

cloudaware.com/blog/cloud-cost-management-tools28

cloudzero.com/blog/cloud-cost-management-tools28

gartner.com/reviews/market/cloud-financial-management-tools24

forbes.com/advisor/business/software/best-it-asset-management-software23

blog.invgate.com/it-asset-management-software21

Pages are listed as the models cited them.

Names read as Flexera One

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

Flexera 13Flexera One ITAM 3Flexera (Flexera One) 1Flexera (Snow) 1Flexera One / Spot.io (NetApp) 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 Flexera One'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 Flexera One, 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 flexera.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.