# OneStream: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/onestream

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "with OneStream ranked first, followed by Oracle and Anaplan" (Mistral Small, Workforce planning)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named OneStream, from 11 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- research.isg-one.com: 6
- onestream.com: 5 (its own site)
- peoplemanagingpeople.com: 5
- g2.com: 4
- walkme.com: 4
- anaplan.com: 3
- axiobench.com: 3
- culturro.com: 3
- gartner.com: 3
- ones.com: 3

### Pages cited

- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-workforce-planning-classifies-and-rates-software-providers: 5
- https://culturro.com/hr-software/strategic-workforce-planning/for-enterprise: 3
- https://gartner.com/reviews/market/workforce-planning-wfp-technologies: 3
- https://onestream.com/blog/best-epm-software: 3
- https://peoplemanagingpeople.com/tools/best-workforce-planning-software: 3
- https://resources.rework.com/tools/workforce-management/best-workforce-planning-software-2026: 3
- https://walkme.com/blog/workforce-planning-tools: 3
- https://axiobench.com/best/enterprise-workforce-planning-software: 2

## In its own words

What OneStream's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI operating system for modern Finance (https://onestream.com/)
- For: Finance (https://onestream.com/)
- Free plan or trial: Free, Personal Demo (https://www.onestream.com/platform)
- Integrations claimed: 250 (https://www.onestream.com/platform)
- Certifications: FedRAMP, SSAE 18, SOC 1 Type II, SOC 2 Type II, ISO 27001, DoD IL4
- Customers named: Cox Enterprises, Comcast, General Dynamics, Costco, KLM, Koenig & Bauer, Brenntag, Rémy Cointreau

## What it publishes

Every page onestream.com exposes, read 2026-09-29: 3354 addresses. By kind, pages and the last 90 days:

- blog: 1204 pages, 0 in the last 90 days, latest undated
- case study: 13 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 105 pages, 0 in the last 90 days, latest undated
- conference or event: 29 pages, 0 in the last 90 days, latest undated
- report or ebook: 41 pages, 0 in the last 90 days, latest undated
- comparison: 35 pages, 0 in the last 90 days, latest undated
- template or tool: 33 pages, 1 in the last 90 days, latest 2026-09-02
- glossary or explainer: 24 pages, 0 in the last 90 days, latest undated
- podcast or video: 2 pages, 1 in the last 90 days, latest 2026-07-02
- news or press: 233 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-02 template or tool: Generators https://dev.onestream.com/docs/ai/solutions/xbr-xperiflow-business-rules/class-library/Xperiflow/Core/RestApi/Generators
- Recent: 2026-07-02 podcast or video: The onestream podcast archive now lives in the community 8491 https://community.onestream.com/news-3/the-onestream-podcast-archive-now-lives-in-the-community-8491
- Recent: 2026-04-22 template or tool: BodyGeneratorPackagesContext https://dev.onestream.com/docs/ai/solutions/xbr-xperiflow-business-rules/class-library/Xperiflow/Core/RestApi/Generators/Classes/BodyGeneratorPackagesContext
- Recent: 2026-04-22 template or tool: BodyGeneratorPbmDto https://dev.onestream.com/docs/ai/solutions/xbr-xperiflow-business-rules/class-library/Xperiflow/Core/RestApi/Generators/Classes/BodyGeneratorPbmDto
- Recent: 2026-04-22 template or tool: DataTableColumnInfoContext https://dev.onestream.com/docs/ai/solutions/xbr-xperiflow-business-rules/class-library/Xperiflow/Core/RestApi/Generators/Classes/DataTableColumnInfoContext
- Recent: 2026-04-22 template or tool: DataTableContext https://dev.onestream.com/docs/ai/solutions/xbr-xperiflow-business-rules/class-library/Xperiflow/Core/RestApi/Generators/Classes/DataTableContext

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.