# IBM: 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/ibm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 64 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named IBM, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- aihratlas.com: 2
- appsruntheworld.com: 2
- axiobench.com: 2
- dataintelo.com: 2
- gitnux.org: 2
- hrtechsaas.com: 2
- peoplemanagingpeople.com: 2
- sap.com: 2
- sphericalinsights.com: 2
- thehackettgroup.com: 2

### Pages cited

- https://aihratlas.com/categories/contingent-workforce-management: 2
- https://appsruntheworld.com/top-10-hcm-software-vendors-in-contingent-labor-management-market-segment: 2
- https://axiobench.com/best/vms-software: 2
- https://dataintelo.com/report/benchmarking-software-market: 2
- https://gitnux.org/service/benchmarking: 2
- https://gitnux.org/service/it-benchmarking: 2
- https://hrtechsaas.com/blog/best-vendor-management-system-contingent-workforce: 2
- https://sphericalinsights.com/blogs/top-20-companies-in-global-contingent-workforce-management-market-worldwide-2025-market-research-report-2024-2035: 2

## In its own words

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

- Positioning: For more than a century, IBM has been a global technology innovator, leading advances in AI, automation and hybrid cloud solutions that help businesses grow. (https://ibm.com/)
- For: businesses (https://ibm.com/)
- Free plan or trial: Try for free (https://www.ibm.com/trust)
- Customers named: APIS IT, SecurityScorecard, NORD/LB, Volkswagen Group Services, CrushBank, Riverty, Citadelle, Broadridge

## What it publishes

Every page ibm.com exposes, read 2026-09-29: 12886 addresses. By kind, pages and the last 90 days:

- blog: 69 pages, 3 in the last 90 days, latest 2026-09-23
- case study: 1341 pages, 3 in the last 90 days, latest 2026-08-26
- webinar or virtual event: 15 pages, 3 in the last 90 days, latest 2026-09-11
- conference or event: 192 pages, 3 in the last 90 days, latest 2026-08-25
- report or ebook: 38 pages, 1 in the last 90 days, latest 2026-09-09
- comparison: 9 pages, 0 in the last 90 days, latest 2026-02-19
- template or tool: 14 pages, 9 in the last 90 days, latest 2026-09-10
- glossary or explainer: 97 pages, 28 in the last 90 days, latest 2026-09-08
- podcast or video: 50 pages, 9 in the last 90 days, latest 2026-09-25
- news or press: 882 pages, 4 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 news or press: Ai forecasters new opportunity business hire humans too https://www.ibm.com/think/news/ai-forecasters-new-opportunity-business-hire-humans-too
- Recent: 2026-09-25 news or press: Eth zurich robot hand walks on fingers https://www.ibm.com/think/news/eth-zurich-robot-hand-walks-on-fingers
- Recent: 2026-09-25 podcast or video: New frontier ai models https://www.ibm.com/think/podcasts/mixture-of-experts/new-frontier-ai-models
- Recent: 2026-09-23 blog: From ai pilots autonomous ams https://www.ibm.com/think/insights/from-ai-pilots-autonomous-ams
- Recent: 2026-09-23 blog: Shadow ai has reached soc security teams blind spots https://www.ibm.com/think/insights/shadow-ai-has-reached-soc-security-teams-blind-spots
- Recent: 2026-09-23 podcast or video: Ai labs ignoring cybersecurity https://www.ibm.com/think/podcasts/security-intelligence/ai-labs-ignoring-cybersecurity

## 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.