AI Indexes
IT AI Index
Index › Products › OneStream · October 2026 Edition
1 category · Named, not ranked

OneStream

3Judge labels
0First choices
1Negative labels
3 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. OneStream was named 1 time 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.
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 OneStream 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
IT financial managementIT operations and endpoint0%82 of 1590%1under 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 OneStream 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 OneStream across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.501001
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Paraphrase0 labelsNone
Comparative3 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative3 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.

“Consolidates multiple finance functions into a single platform vs. point solutions.” MiniMax M2.5 · 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 OneStream, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and OneStream was named but was not.
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ProductSame answerTook the first choice insteadHead to head
IBM Apptio2 of 32Not among the top eight
MagicOrange2 of 31Not among the top eight
SAP2 of 30Not among the top eight
AWS Cost Explorer1 of 30Not among the top eight
Anaplan1 of 30Not among the top eight
Cloudaware1 of 30Not among the top eight
ComSci1 of 30Not among the top eight
Flexera One1 of 30Not among the top eight
Flexera One IT Visibility1 of 30Not among the top eight
IBM Apptio Cloudability1 of 30Not 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 OneStream. 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 3 of the 3 answers that named OneStream and are not a share of its labels.

Domains cited

g2.com3
gartner.com3
qobra.co3
worldmetrics.org3
apptio.com2
bigtime.net2
amnic.com1
appsruntheworld.com1
aws.amazon.com1
blog.invgate.com1

Twenty of the twenty domain citations in answers naming OneStream came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

onestream.com is not in Google's top ten for any of the category's searches. In the answers, OneStream takes 0% of first choices and Nicus ITFM Platform takes 9%.
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In search

Google, US estimates
Position for “it financial management platform”
–
not in the top ten
Position for “it financial management platforms”
–
not in the top ten
Searches for its name, Google
12,100 a month (“onestream”)
AI search demand for its name, est.
703 a month
Organic visits to its site
about 32,233 a month
Searches its site ranks for
2,479 · 380 in the top three
Sites linking to it
2,954
Paid Google search
3 searches its ads show for, about 6 clicks and $36 a month (estimate)
Ads on GoogleDetailLess
120+ ads · 120 text · 120 shown in the last 30 days

First shown December 2021, as OneStream Software LLC, verified. Ads started 2025-10 to 2026-09: 48 in the year, 72 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 82 of 159 in IT financial mgmt
Segment leader
9%
Nicus ITFM Platform
First choices
0 across its categories
Named in
3 answers
Its own site cited
in 3 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 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.

What it publishes

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Addresses on onestream.com
3,354
subdomains included
Content
1,719
counted in the table below
Documentation
1,303
Product · Integration
57 · 30
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,204undated
News or press233undated
Webinar or virtual event105undated
Report or ebook41undated
Comparison35undated
Template or tool3312026-09-02
Conference or event29undated
Glossary or explainer24undated
Case study13undated
Podcast or video212026-07-02

Most recent

Events in person

Last twelve months

As the event pages on onestream.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page onestream.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Follow OneStream

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.

The company

OneStream is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI operating system for modern Finance
For
Finance
Free plan or trial
Free, Personal Demo onestream.com/platform
Integrations claimed
250 onestream.com/platform
Certifications
FedRAMP High AuthorizationSSAE18 SOC 1 and 2 Type 2ISO 27001 CertificationFedRAMP HIGH & DoD DOSA IL4
Customers named
Cox EnterprisesComcastGeneral DynamicsCostcoKLMKoenig & BauerBrenntagRémy Cointreau
Not stated on the pages read
Price, starting price, hosting

What OneStream's own pages state, read September 28, 2026: onestream.com, trust.onestream.com, onestream.com/platform, onestream.com/case-studies, onestream.com/partners. A claimed page can correct any of 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 OneStream'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 OneStream, 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 OneStream by email, built from the raw record of the edition. It shows:

  • where OneStream 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 OneStream, 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.
The subscriber app

A verification link goes to your work email; an address at onestream.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.