IT AI Index

Index › Vendors › StandardFusion · September 2026 Edition

2 categories · Named, not ranked

StandardFusion

7Judge labels

1First choices

0Negative labels

6 of 12Models named it

2Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

5 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. StandardFusion was named 5 times in TPRM and 1 other category, where UpGuard led with 53%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market10 of 72

under the label threshold

Enterprisenot named

No model named it for this buyer.

In tprm · 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 StandardFusion 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
Third-party risk management	Security operations	2%	10 of 72	0%	4	under 10 labels · led by UpGuard at 53%
GRC platforms	Security operations	0%	45 of 77	0%	1	under 10 labels · led by Vanta at 14%

Movement

This is the first edition on this tier, so no move can be computed for StandardFusion 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 StandardFusion across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Labels
Claude Haiku 4.5	1	0	1
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	1	1
Grok 4.1 Fast	0	1	1
Mistral Small	0	0	0
DeepSeek V4 Flash	0	1	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	1	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

Direct3 labelsNone

Paraphrase1 label1

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained2 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative7 labels in all, every segment counted; 1 of the 1 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.

“This is particularly well-suited for mid-market organizations, offering a straightforward, user-friendly platform” Claude Haiku 4.5 · TPRM · paraphrase prompt · first choice

“mid-market tools like StandardFusion, SAI360, or AuditBoard can often streamline assessments and compliance "without heavyweight complexity"” DeepSeek V4 Flash · TPRM · scale prompt · alternative

“Best for mid-market organizations wanting a simpler platform for vendor assessments and evidence collection” Perplexity Sonar · TPRM · direct prompt · alternative

“Best for Straightforward UX & Control Libraries: StandardFusion” GLM 4.7 FlashX · TPRM · direct 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 StandardFusion, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and StandardFusion was named but was not.

ProductSame answerTook the first choice insteadHead to head

Vanta4 of 73Not in the top three

UpGuard3 of 72Not in the top three

Sprinto3 of 70Not in the top three

Drata2 of 70Not in the top three

LogicGate2 of 70Not in the top three

LogicGate Risk Cloud2 of 70Not in the top three

Panorays2 of 70Not in the top three

Archer1 of 70Not in the top three

AuditBoard1 of 70Not in the top three

Coverbase1 of 70Not 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 StandardFusion. 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 7 of the 7 answers that named StandardFusion and are not a share of its labels.

Domains cited

learn.g2.com5

smartsuite.com4

surecloud.com4

vanta.com4

orbiqhq.com3

panorays.com3

upguard.com3

atlassystems.com2

bdemerson.com2

bitsight.com2

Thirty-two of the thirty-two domain citations in answers naming StandardFusion came from somebody else's page.

Pages cited

smartsuite.com/blog/third-party-risk-management-software4

learn.g2.com/best-third-party-risk-management-software3

orbiqhq.com/compliance-automation/best-grc-software3

bdemerson.com/article/the-best-grc-software-a-practical-evaluation2

brightdefense.com/resources/grc-tools-for-smbs-and-startups2

complyjet.com/blog/best-grc-software2

ecommercefastlane.com/best-third-party-risk-management-software-20262

learn.g2.com/best-grc-software2

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 StandardFusion'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 StandardFusion, 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 standardfusion.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.