Index › Products › MSG91 · October 2026 Edition

1 category · Named, not ranked

MSG91

6Judge labels

0First choices

0Negative labels

4 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, 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. MSG91 was named 3 times in CPaaS, where Twilio led with 43%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business21 of 68

under the label threshold

Mid-market15 of 71

under the label threshold

Enterprisenot named

No model named it for this buyer.

In cpaas · 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 MSG91 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	Since September 2026
Communications APIs	Developer platform	0%	15 of 71	0%	3	under 10 labels · led by Twilio at 43%

Movement

This is the first edition on this tier, so no move can be computed for MSG91 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 MSG91 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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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	2	0	2
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
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	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	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

Direct0 labelsNone

Paraphrase3 labelsNone

Comparative1 labelNone

Budget-constrained2 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative6 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.

“a multi-channel provider with APIs for SMS, email, WhatsApp, voice, and authentication” Perplexity Sonar · CPaaS · comparative prompt · alternative

“If you need more channels in one platform, consider MSG91.” Perplexity Sonar · CPaaS · 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 MSG91, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and MSG91 was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Twilio4 of 61Not among the top eight

Vonage Communications APIs2 of 61Not among the top eight

Bandwidth1 of 61Not among the top eight

Plivo1 of 61Not among the top eight

Telnyx1 of 61Not among the top eight

Telnyx CPaaS1 of 61Not among the top eight

Amazon Pinpoint1 of 60Not among the top eight

Authkey1 of 60Not among the top eight

Avaya Infinity Platform1 of 60Not among the top eight

Bird1 of 60Not 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 MSG91. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 6 of the 6 answers that named MSG91 and are not a share of its labels.

Domains cited

justcall.io5

g2.com4

getvoip.com4

learn.g2.com4

sourceforge.net4

fitsmallbusiness.com3

guideflow.com3

textmagic.com3

twilio.com2

apis.io1

No domain is on file for MSG91, so its own site is not marked.

Pages cited

justcall.io/blog/best-cpaas-providers.html5

learn.g2.com/best-cpaas-platforms4

fitsmallbusiness.com/best-cpaas-providers3

g2.com/categories/communication-platform-as-a-service-cpaas/small-business3

getvoip.com/cpaas3

guideflow.com/blog/cpaas-platform3

sourceforge.net/software/communications-platform-as-a-service-cpaas3

g2.com/categories/communication-platform-as-a-service-cpaas2

Pages are listed as the models cited them.

Follow MSG91

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 MSG91'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 MSG91, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for MSG91 by email, built from the raw record of the edition. It shows:

where MSG91 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 MSG91, 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.