Every category where a model named SimplifyVMS 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
Contingent workforce management	Workforce planning and analytics	2%	13 of 97	14%	14	accepted challenger

Movement

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

Direct8 labels2

Paraphrase0 labelsNone

Comparative11 labelsNone

Budget-constrained7 labelsNone

Scale-constrained9 labels2

Negative4 labels1not counted in share

First choiceAlternativeMentionNegative39 labels in all, every segment counted; 4 of the 5 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.

“1. SimplifyVMS ... SimplifyVMS is an AI-powered, cloud-native, contingent workforce management solution” Claude Haiku 4.5 · Contingent workforce man · direct prompt · first choice

“Mid-market favorites built specifically to give enterprise-level visibility without the enterprise price tag” Gemini 3.5 Flash · Contingent workforce man · scale prompt · alternative

“Better-fit options commonly cited for your size include Magnit, SimplifyVMS, VNDLY, and Conexis.” DeepSeek V4 Flash · Contingent workforce man · scale prompt · alternative

“Strong direct sourcing and SOW capabilities; considered worth full evaluation” MiniMax M2.5 · Contingent workforce man · 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.

“usually not cost-effective for a budget-constrained company” DeepSeek V4 Flash · Contingent workforce man · budget prompt · hard negative

“What to Avoid ... Fortune 500 oriented” Kimi K2 · Contingent workforce man · budget prompt · hard negative

Named alongside

The products named in the same answers as SimplifyVMS, over the 39 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SimplifyVMS was named but was not.

ProductSame answerTook the first choice insteadHead to head

SAP Fieldglass36 of 3911Not in the top three

Beeline34 of 396Not in the top three

Magnit31 of 394Not in the top three

Workday VNDLY23 of 393Not in the top three

Coupa Contingent Workforce14 of 390Not in the top three

VectorVMS13 of 390Not in the top three

Worksuite8 of 391Not in the top three

SimpleVMS7 of 394Not in the top three

Deel7 of 390Not in the top three

Upwork6 of 391Not 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 SimplifyVMS. 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 37 of the 39 answers that named SimplifyVMS and are not a share of its labels.

Domains cited

hrtechsaas.com35

talentdesk.io25

bestrecruitingtools.com23

aihratlas.com19

worldmetrics.org17

gitnux.org14

peoplemanagingpeople.com12

rfp.wiki12

conexisvmssoftware.com9

g2.com9

175 of the 175 domain citations in answers naming SimplifyVMS came from somebody else's page.

Pages cited

hrtechsaas.com/blog/best-vendor-management-system-contingent-workforce35

bestrecruitingtools.com/blog/vendor-management-system-vms-software-enterprise-202623

aihratlas.com/categories/contingent-workforce-management19

talentdesk.io/blog/best-contingent-workforce-management-software18

talentdesk.io/blog/best-vendor-management-systems16

worldmetrics.org/best/contingent-worker-software13

peoplemanagingpeople.com/tools/best-contingent-workforce-management-software12

worldmetrics.org/best/contingent-workforce-management-software10

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 SimplifyVMS'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 SimplifyVMS, 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 simplifyvms.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.