# MuchSkills: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 21 judge labels across 4 categories by 12 of 14 models. Page: https://www.gane.ai/index/hr/vendors/muchskills

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 9% | 4 | 0% | 18 |
| [Internal talent marketplace](https://www.gane.ai/index/hr/performance/internal-talent-marketplace/index.md) | 0% | 58 | 0% | 1 |
| [Org charts and org design](https://www.gane.ai/index/hr/planning/org-charts-and-org-design/index.md) | 0% | 52 | 0% | 1 |
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 0% | 81 | 0% | 1 |

## What the models said for it

- "or MuchSkills if you want rapid adoption, beautiful visualization, and practicality at a mid-market budget" (DeepSeek V4 Flash, Skills intelligence)
- "For a balance of AI-driven insights and ease of use, MuchSkills and Beamery are top choices." (Mistral Small, Skills intelligence)
- "I'd suggest starting with TalentGuard or MuchSkills as your top choices" (Kimi K2, Skills intelligence)
- "Top Recommendation: MuchSkills" (Grok 4.20, Skills intelligence)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 2 | 1 | 0 | 4 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named MuchSkills, from 64 of the 65 answers that named it (only the models that return a source list).

### Domains cited

- muchskills.com: 38 (its own site)
- firsthr.app: 35
- g2.com: 32
- marketintelligencetools.com: 20
- disprz.ai: 19
- sourceforge.net: 18
- culturro.com: 17
- gane.ai/index: 16
- skills-base.com: 15
- featuredcustomers.com: 14

### Pages cited

- https://firsthr.app/compare/training/skills-management-software: 35
- https://muchskills.com/: 21
- https://marketintelligencetools.com/rankings/skills-intelligence-platforms: 20
- https://disprz.ai/blog/skills-gap-analysis-software: 18
- https://culturro.com/hr-software/skills-intelligence: 15
- https://featuredcustomers.com/software/skills-intelligence-software: 14
- https://www.gane.ai/index/hr/performance/skills-intelligence/smb: 14
- https://skills-base.com/pricing: 13

## In its own words

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

- Positioning: AI-Powered Skills Intelligence Platform (https://muchskills.com/)
- For: Built for HR and L&D, workforce planning, resourcing, engineering and compliance teams. (https://muchskills.com/)
- Price stated: Plans scale from Starter to Enterprise. The pricing page compares the plans; prices are on request. (https://muchskills.com/)
- Free plan or trial: Yes, with a proof of concept: a scoped pilot on your own data and your own questions, so you see the answers you would get, not a demo account. (https://www.muchskills.com/pricing)
- Certifications: GDPR, ISO 9001, ISO 27001, AS9100
- Hosting: European Union, EU
- Customers named: TBS, Nigeria's Federal Civil Service, Phillips Consulting, Nigeria’s Federal Civil Service

## What it publishes

Every page muchskills.com exposes, read 2026-09-29: 449 addresses. By kind, pages and the last 90 days:

- blog: 99 pages, 18 in the last 90 days, latest 2026-09-02
- case study: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 18 pages, 0 in the last 90 days, latest 2026-03-15
- comparison: 5 pages, 1 in the last 90 days, latest 2026-08-22
- glossary or explainer: 5 pages, 2 in the last 90 days, latest 2026-09-12
- news or press: 22 pages, 1 in the last 90 days, latest 2026-09-09
- Recent: 2026-09-12 glossary or explainer: What is a skills matrix and why do you need a modern one https://www.muchskills.com/blog/what-is-a-skills-matrix-and-why-do-you-need-a-modern-one
- Recent: 2026-09-09 news or press: Unleash world 2026 https://www.muchskills.com/news/unleash-world-2026
- Recent: 2026-09-02 blog: Skills management what is it and why do you need it https://www.muchskills.com/blog/skills-management-what-is-it-and-why-do-you-need-it
- Recent: 2026-09-02 blog: Employee training record template https://www.muchskills.com/blog/employee-training-record-template
- Recent: 2026-08-28 blog: Sap skills management participation layer https://www.muchskills.com/blog/sap-skills-management-participation-layer
- Recent: 2026-08-22 comparison: Build vs buy why cultivating internal talent beats costly external hiring https://www.muchskills.com/blog/build-vs-buy-why-cultivating-internal-talent-beats-costly-external-hiring

## 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.