HR AI Index

Index › Products › ThrivePass · September 2026 Edition

1 category · Named, not ranked

ThrivePass

21Judge labels

0First choices

2Negative labels

10 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.3, every buyer segment counted.

Standing

9 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. ThrivePass was named 9 times in Flexible benefits, where Compt led with 30%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business19 of 71

under the label threshold

Mid-market15 of 76

under the label threshold

Enterprise20 of 69

under the label threshold

In flexible benefits · 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 ThrivePass 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
Flexible benefits and lifestyle spending accounts	Compensation and total rewards	0%	15 of 76	0%	9	under 10 labels · led by Compt at 30%

Movement

This is the first edition on this tier, so no move can be computed for ThrivePass yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated ThrivePass across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	1	0	1
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	2	3	5
Mistral Small	1	0	1
DeepSeek V4 Flash	1	0	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	1	0	1
MiniMax M2.5	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

Direct6 labelsNone

Paraphrase0 labelsNone

Comparative3 labelsNone

Budget-constrained7 labelsNone

Scale-constrained4 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative21 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.

“Combines commuter/HSA/FSA admin with LSAs; discount network; more admin-heavy for full suite. G2: 4.1/5.” Grok 4.1 Fast · Flexible benefits · comparative prompt · alternative

“ThrivePass: Strong on wellbeing and total rewards, with a heavy focus on wellness stipends.” DeepSeek V4 Flash · Flexible benefits · comparative prompt · alternative

“Best if you want a more traditional benefits suite with LSAs included: ThrivePass” GPT-5.4 mini · Flexible benefits · direct prompt · alternative

“Extremely affordable at ~$0.55 per employee/month (flat rate).” Grok 4.1 Fast · Flexible benefits · budget 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.

No model argued against it.

Named alongside

The products named in the same answers as ThrivePass, over the 21 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ThrivePass was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Benepass21 of 214Not among the top eight

Compt20 of 2111Not among the top eight

Forma20 of 218Not among the top eight

Espresa13 of 210Not among the top eight

Fringe7 of 211Not among the top eight

JOON5 of 211Not among the top eight

Rippling4 of 210Not among the top eight

ADP2 of 210Not among the top eight

Benify2 of 210Not among the top eight

Gusto2 of 210Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 ThrivePass. 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 20 of the 21 answers that named ThrivePass and are not a share of its labels.

Domains cited

compt.io18

g2.com18

joinforma.com17

getbenepass.com16

guideflow.com16

espresa.com7

rewordin.com7

findalternatives.net6

medium.com6

usehammock.co5

116 of the 116 domain citations in answers naming ThrivePass came from somebody else's page.

Pages cited

compt.io/blog/benepass-alternatives-for-lifestyle-spending-accounts-lsas16

compt.io/blog/15-best-lifestyle-spending-account-providers15

guideflow.com/blog/lifestyle-spending-account-software14

getbenepass.com/blog/lifestyle-spending-account-vendors11

joinforma.com/resources/lifestyle-spending-account-providers8

g2.com/discussions/what-are-the-most-trusted-lifestyle-spending-account-platforms-by-benef7

joinforma.com/resources/best-personalized-benefits-platforms7

rewordin.com/blog/best-employee-perks-benefits-platforms-20267

Pages are listed as the models cited them.

Follow ThrivePass

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

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 ThrivePass'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 ThrivePass, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

With a new claim: the vendor brief

A new claim receives the current edition's vendor brief for ThrivePass by email, built from the raw record of the edition. It shows:

where ThrivePass is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name ThrivePass, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.

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 thrivepass.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.