Index › Products › Serviceware · October 2026 Edition

1 category · Named, not ranked

Serviceware

14Judge labels

0First choices

1Negative labels

7 / 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

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Serviceware was named 6 times in IT financial mgmt, where Nicus ITFM Platform led with 9%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business119 of 162

under the label threshold

Mid-market37 of 159

under the label threshold

Enterprise22 of 108

under the label threshold

In it financial mgmt · 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 Serviceware 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
IT financial management	IT operations and endpoint	0%	37 of 159	0%	6	under 10 labels · led by Nicus ITFM Platform at 9%

Movement

This is the first edition on this tier, so no move can be computed for Serviceware 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 Serviceware 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	1	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
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	1	1
GLM 4.7 FlashX	1	1	2
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	1	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

Direct1 labelNone

Paraphrase0 labelsNone

Comparative6 labelsNone

Budget-constrained2 labelsNone

Scale-constrained4 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative14 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.

“Choose Serviceware if: You want a unified platform that combines ITSM, ITAM, and ITFM” GLM 4.7 FlashX · IT financial mgmt · 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.

No model argued against it.

Named alongside

The products named in the same answers as Serviceware, over the 14 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Serviceware was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ServiceNow IT Financial Management11 of 140Not among the top eight

MagicOrange10 of 141Not among the top eight

IBM Apptio9 of 147Not among the top eight

Flexera One8 of 140Not among the top eight

Nicus ITFM Platform8 of 140Not among the top eight

IBM Apptio Cloudability6 of 141Not among the top eight

VMware Tanzu CloudHealth5 of 140Not among the top eight

Nicus Software4 of 140Not among the top eight

Upland ComSci3 of 140Not among the top eight

CloudZero2 of 141Not 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 Serviceware. 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 14 of the 14 answers that named Serviceware and are not a share of its labels.

Domains cited

qobra.co9

apptio.com8

devopsschool.com8

gartner.com8

ciopages.com7

thectoclub.com7

worldmetrics.org7

costanalyst.ai6

g2.com6

nicus.com6

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

Pages cited

qobra.co/blog/best-financial-management-software9

devopsschool.com/blog/top-10-it-financial-management-tools-features-pros-cons-comparison8

gartner.com/reviews/market/it-financial-management-tools8

ciopages.com/buyer-guides/it-financial-management7

thectoclub.com/tools/best-it-financial-management-software7

worldmetrics.org/best/itfm-software6

g2.com/categories/it-financial-management-itfm5

rocketlane.com/blogs/it-financial-management-software5

Pages are listed as the models cited them.

Search and answers

Where Serviceware stands in Google search beside where it stands in the models' answers.

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In search

Google, US estimates

Searches for its name, Google: 320 a month (“serviceware”)
AI search demand for its name, est.: 11 a month
Its own site: No site of its own on file, so no site figures

In answers

This edition

Share of first choices

rank 37 of 159 in IT financial mgmt

Segment leader

Nicus ITFM Platform

First choices: 0 across its categories
Named in: 14 answers
Its own site cited: No site on file to match

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Follow Serviceware

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 Serviceware'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 Serviceware, 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 Serviceware by email, built from the raw record of the edition. It shows:

where Serviceware 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 Serviceware, 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.