IT AI Index

Index › Vendors › TIBCO Mashery · September 2026 Edition

1 category · Named, not ranked

TIBCO Mashery

4Judge labels

0First choices

1Negative labels

4 of 12Models named it

1Category

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

Standing

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. TIBCO Mashery was named 3 times in API management, where Kong Gateway led with 37%. 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-market16 of 55

under the label threshold

Enterprise40 of 44

under the label threshold

In api management · 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 TIBCO Mashery 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
API management	Developer platform	0%	16 of 55	0%	3	under 10 labels · led by Kong Gateway at 37%

Movement

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

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

Direct3 labelsNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative4 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.

“Excellent for mid-market companies focusing on API monetization and partner ecosystems” MiniMax M2.5 · API management · 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 TIBCO Mashery, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and TIBCO Mashery was named but was not.

ProductSame answerTook the first choice insteadHead to head

Kong Gateway4 of 43Not in the top three

Azure API Management4 of 42Not in the top three

Tyk4 of 40Not in the top three

Apache APISIX1 of 41Not in the top three

Apigee1 of 40Not in the top three

MuleSoft Anypoint Platform1 of 40Not in the top three

Oracle API Gateway1 of 40Not in the top three

WSO2 API Manager1 of 40Not 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 TIBCO Mashery. 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 4 of the 4 answers that named TIBCO Mashery and are not a share of its labels.

Domains cited

gartner.com4

improvado.io4

integrate.io3

moesif.com3

topbusinesssoftware.com3

accio.com1

api7.ai1

apiwiz.io1

aws.amazon.com1

dckap.com1

Twenty-two of the twenty-two domain citations in answers naming TIBCO Mashery came from somebody else's page.

Pages cited

gartner.com/reviews/market/api-management4

improvado.io/blog/top-api-management-tools4

integrate.io/blog/api-management-tools3

moesif.com/blog/technical/api-development/Top-API-Managers3

topbusinesssoftware.com/categories/api-management/mid-size-business-orgs3

accio.com/plp/api_management1

api7.ai/api7-enterprise-vs-tyk1

apiwiz.io/post/avoid-vendor-lock-in-through-unified-api-management1

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 TIBCO Mashery'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 TIBCO Mashery, 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 tibco.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.