Every category where a model named Asset Panda 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	4%	6 of 94	9%	32	accepted challenger

Movement

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

Direct10 labelsNone

Paraphrase17 labels3

Comparative28 labels3not counted in share

Budget-constrained9 labels2

Scale-constrained12 labels1

Negative8 labelsNone

First choiceAlternativeMentionNegative84 labels in all, every segment counted; 6 of the 9 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.

“Asset Panda - Best for tracking on the go. Asset Panda unifies IT Asset Management (ITAM), maintenance management (CMMS), and fixed asset tracking with depreciation in a single configurable platform” Claude Haiku 4.5 · Fixed asset accounting · comparative prompt · first choice

“For most teams: Asset Panda or EZOfficeInventory offer the best balance of features, pricing, and ease of use” MiniMax M2.5 · Fixed asset accounting · comparative prompt · first choice

“Microsoft Dynamics 365 Business Central and Asset Panda are the top choices” Mistral Small · Fixed asset accounting · paraphrase prompt · first choice

“I'd recommend starting with Asset Panda or Sage Fixed Assets” MiniMax M2.5 · 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.

“though the latter two lean more operational/ITAM unless paired with a strong accounting engine” Kimi K2 · Fixed asset accounting · scale prompt · soft negative

“much cheaper than high-end asset management systems like Asset Panda or NetSuite” Qwen 3.7 Flash · Fixed asset accounting · budget prompt · soft negative

“great for tracking but lighter accounting” Grok 4.1 Fast · Fixed asset accounting · direct prompt · soft negative

Named alongside

The products named in the same answers as Asset Panda, over the 84 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Asset Panda was named but was not.

ProductSame answerTook the first choice insteadHead to head

Sage Fixed Assets61 of 8416Not in the top three

NetSuite Fixed Assets Management23 of 841Not in the top three

EZOfficeInventory22 of 843Not in the top three

IBM Maximo22 of 841Not in the top three

AssetAccountant21 of 849Not in the top three

Oracle Fusion Cloud Fixed Assets21 of 848Not in the top three

UpKeep21 of 840Not in the top three

Xero18 of 844Not in the top three

QuickBooks17 of 846Not in the top three

Bloomberg Tax Fixed Assets16 of 843Not 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 Asset Panda. 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 67 of the 84 answers that named Asset Panda and are not a share of its labels.

Domains cited

worldmetrics.org56

softwareconnect.com36

softwareadvice.com33

capterra.com32

assetpanda.comYour site29

bassets.net27

netgain.tech26

gitnux.org22

financesonline.com21

zipdo.co20

273 of the 302 domain citations in answers naming Asset Panda came from somebody else's page.

Pages cited

softwareconnect.com/roundups/best-fixed-asset-management-software34

worldmetrics.org/best/fixed-assets-management-software27

softwareadvice.com/accounting/fixed-asset-accounting-software-comparison25

capterra.com/fixed-asset-management-software/s/small-businesses23

worldmetrics.org/best/fixed-asset-management-software23

financesonline.com/fixed-asset-management21

guideflow.com/blog/fixed-asset-management-software18

worldmetrics.org/best/small-business-fixed-asset-software17

Pages are listed as the models cited them.

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 Asset Panda'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 Asset Panda, 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 assetpanda.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.