Every category where a model named Sage Fixed Assets 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
Fixed asset accounting	Accounting and close	29%	1 of 94	19%	48	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Sage Fixed Assets 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 Sage Fixed Assets 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	1	2	0	0	3
GPT-5.4 mini	1	1	1	0	3
Gemini 3.5 Flash	2	0	1	2	5
Perplexity Sonar	1	1	2	1	5
Grok 4.1 Fast	2	0	0	2	4
Mistral Small	0	2	2	0	4
DeepSeek V4 Flash	2	1	1	2	6
Llama 4 Maverick	1	0	3	0	4
Qwen 3.7 Flash	1	1	0	1	3
Kimi K2	2	1	1	0	4
GLM 4.7 FlashX	1	1	0	1	3
MiniMax M2.5	3	0	1	0	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

Direct23 labels7

Paraphrase26 labels15

Comparative28 labels11not counted in share

Budget-constrained9 labelsNone

Scale-constrained17 labels3

Negative12 labels1not counted in share

First choiceAlternativeMentionNegative115 labels in all, every segment counted; 25 of the 37 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.

“It is one of the most battle-tested financial subledgers on the market. It features an incredibly robust depreciation engine handling over 300 methods” Gemini 3.5 Flash · Fixed asset accounting · comparative prompt · first choice

“For most mid-sized B2B companies that don't already run NetSuite, Sage Fixed Assets is the safest, most dependable choice” DeepSeek V4 Flash · Fixed asset accounting · paraphrase prompt · first choice

“I'd suggest starting with Asset Infinity or Sage Fixed Assets if you're looking for a standalone solution” Kimi K2 · Fixed asset accounting · paraphrase prompt · first choice

“this is widely considered the market leader... Sage Fixed Assets is usually the best add-on” Qwen 3.7 Flash · Fixed asset accounting · paraphrase prompt · first choice

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.

“What to Avoid on a Limited Budget Sage Fixed Assets is excellent but generally too expensive for tight budgets” DeepSeek V4 Flash · Fixed asset accounting · budget prompt · hard negative

“generally better for SMB teams with more formal depreciation and reconciliation workflows than for the tightest budgets” Perplexity Sonar · Fixed asset accounting · budget prompt · soft negative

“A recurring complaint (e.g., about Sage Fixed Assets) is uninformed implementation analysts and messy migrations” DeepSeek V4 Flash · Fixed asset accounting · negative prompt · soft negative

“SFA suffers from a legacy, clunky user interface and that the "Planning" and reporting tools can feel outdated” Gemini 3.5 Flash · Fixed asset accounting · direct prompt · soft negative

Named alongside

The products named in the same answers as Sage Fixed Assets, over the 115 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sage Fixed Assets was named but was not.

ProductSame answerTook the first choice insteadHead to head

Asset Panda61 of 1155Not in the top three

NetSuite Fixed Assets Management35 of 1152Not in the top three

Bloomberg Tax Fixed Assets30 of 1153Not in the top three

Oracle Fusion Cloud Fixed Assets29 of 11511Not in the top three

IBM Maximo26 of 1151Not in the top three

EZOfficeInventory24 of 1155Not in the top three

AssetAccountant21 of 1157Not in the top three

UpKeep20 of 1150Not in the top three

SAP Asset Accounting19 of 1153Not in the top three

Thomson Reuters Fixed Assets CS19 of 1152Not 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 Sage Fixed Assets. 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 97 of the 115 answers that named Sage Fixed Assets and are not a share of its labels.

Domains cited

worldmetrics.org79

softwareconnect.com50

capterra.com43

softwareadvice.com42

bassets.net39

gitnux.org35

assetcues.com33

guideflow.com33

houseblend.io29

zipdo.co29

412 of the 412 domain citations in answers naming Sage Fixed Assets came from somebody else's page.

Pages cited

softwareconnect.com/roundups/best-fixed-asset-management-software48

worldmetrics.org/best/fixed-asset-management-software37

worldmetrics.org/best/fixed-assets-management-software34

guideflow.com/blog/fixed-asset-management-software32

assetcues.com/blog/fixed-asset-tracking-software28

softwareadvice.com/accounting/fixed-asset-accounting-software-comparison28

acquisition-international.com/the-7-best-fixed-asset-depreciation-software-driving-finance27

financesonline.com/fixed-asset-management27

Pages are listed as the models cited them.

Names read as Sage Fixed Assets

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

Sage Fixed Assets (SFA) 1Sage Fixed Assets – Lite Depreciation 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 Sage Fixed Assets'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 Sage Fixed Assets, 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 sagefixedassets.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.