# SkillPanel: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 3 categories by 6 of 14 models. Page: https://www.gane.ai/index/hr/vendors/skillpanel

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 4% | 7 | 0% | 4 |
| [Succession planning](https://www.gane.ai/index/hr/performance/succession-planning/index.md) | 0% | 94 | 0% | 1 |
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 0% | 52 | 0% | 1 |

## What the models said for it

- "SkillPanel appears to be the best dedicated skills-intelligence platform" (Perplexity Sonar, Skills intelligence)
- "My default pick for a mid-market B2B company is SkillPanel" (GPT-6 Luna, Skills intelligence)
- "### 2. SkillPanel — Best Price-to-Feature Ratio" (Kimi K2, Skills intelligence)

## 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 | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SkillPanel, from 28 of the 28 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 17
- firsthr.app: 13
- gane.ai/index: 10
- skillpanel.com: 10 (its own site)
- disprz.ai: 9
- guideflow.com: 7
- muchskills.com: 7
- culturro.com: 6
- skills-base.com: 6
- peoplemanagingpeople.com: 5

### Pages cited

- https://firsthr.app/compare/training/skills-management-software: 12
- https://g2.com/categories/skills-management/small-business: 12
- https://g2.com/categories/talent-intelligence/small-business: 10
- https://www.gane.ai/index/hr/performance/skills-intelligence/smb: 10
- https://disprz.ai/blog/skills-gap-analysis-software: 9
- https://culturro.com/hr-software/skills-intelligence: 6
- https://muchskills.com/: 6
- https://guideflow.com/blog/skills-management-software: 5

## In its own words

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

- Positioning: Skills intelligence for workforce success (https://skillpanel.com/)
- For: organizations (https://skillpanel.com/)
- Customers named: Orange Poland, Billennium, Jonah Group, Orange

## What it publishes

Every page skillpanel.com exposes, read 2026-09-29: 342 addresses. By kind, pages and the last 90 days:

- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated

## 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.