# MuchSkills: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 7 judge labels across 1 categories by 5 of 12 models. Page: https://hr-ai-index.com/vendors/muchskills/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Skills intelligence | 2% | 10 | 0% | 7 |

## What the models said for it

- "MuchSkills (free tier with visual skills mapping) are the most practical entry points." (GLM 4.7 FlashX, Skills intelligence)
- "Strong alternatives if Skills Base doesn't fit:- MuchSkills: Free tier (up to 10 users)" (Grok 4.1 Fast, Skills intelligence)
- "MuchSkills or Skills Base deliver strong value at a fraction of the cost" (DeepSeek V4 Flash, Skills intelligence)
- "The Simple, Visual Mapping Platforms (e.g., MuchSkills, Kahuna)" (Gemini 3.5 Flash, Skills intelligence)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.