# LinkedIn Learning: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 99 judge labels across 5 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/linkedin-learning

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Online course libraries](https://www.gane.ai/index/hr/learning/online-course-libraries/index.md) | 20% | 2 | 11% | 62 |
| [Learning experience platforms](https://www.gane.ai/index/hr/learning/learning-experience-platforms/index.md) | 0% | 15 | 6% | 17 |
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 16 | 0% | 17 |
| [Coaching platforms](https://www.gane.ai/index/hr/learning/coaching-platforms/index.md) | 0% | 68 | 0% | 2 |
| [Internal talent marketplace](https://www.gane.ai/index/hr/performance/internal-talent-marketplace/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "the most common mid-market B2B default is Udemy Business for breadth/price or LinkedIn Learning for brand-recognized professional skills" (Muse Glimmer 30B, Online course libraries)
- "For most mid-market B2B companies, LinkedIn Learning offers the best balance of quality, price, and business-relevant content" (MiniMax M2.5, Online course libraries)
- "Start with Udemy Business or LinkedIn Learning if you want a plug-and-play content library with low friction." (Kimi K2, Online course libraries)
- "start by checking if your company can get free or discounted access to LinkedIn Learning" (Mistral Small, Online course libraries)

## And against it

- "LinkedIn Learning is also flagged in the same analysis for "high cost and opaque enterprise pricing, so it may be a poor fit if you need predictable budgeting."" (Muse Glimmer 30B, Online course libraries)
- "often criticized for being "shallow"... users frequently report difficulties canceling free trials immediately, resulting in auto-renewal charges" (Qwen 3.7 Flash, Online course libraries)
- "Billing traps: Watch for auto-renewals, hidden fees, or non-refundable payments (common across Coursera, LinkedIn Learning, and others)" (Grok 4.20, Learning experience plat)
- "massive (but expensive) libraries like LinkedIn Learning (~$20–40/user/month, better for larger enterprises)" (Grok 4.20, Online course libraries)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 3 | 0 | 6 |
| GPT-5.4 mini | 0 | 3 | 2 | 0 | 5 |
| Gemini 3.5 Flash | 1 | 5 | 1 | 1 | 8 |
| Perplexity Sonar | 0 | 4 | 1 | 0 | 5 |
| Grok 4.20 | 3 | 5 | 1 | 2 | 11 |
| Mistral Small | 1 | 1 | 4 | 0 | 6 |
| DeepSeek V4 Flash | 0 | 6 | 3 | 0 | 9 |
| Llama 4 Maverick | 0 | 2 | 3 | 1 | 6 |
| Qwen 3.7 Flash | 0 | 4 | 2 | 1 | 7 |
| Kimi K2 | 1 | 3 | 2 | 1 | 7 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 1 | 5 |
| MiniMax M2.5 | 2 | 3 | 5 | 0 | 10 |
| GPT-6 Luna | 2 | 3 | 1 | 0 | 6 |
| Muse Glimmer 30B | 1 | 5 | 1 | 1 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named LinkedIn Learning, from 228 of the 267 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 91
- goskills.com: 74
- linkedin.com: 52 (its own site)
- business.udemy.com: 42
- coursera.org: 37
- gamestrategies.io: 36
- proprofstraining.com: 34
- capterra.com: 33
- peoplemanagingpeople.com: 31
- business.linkedin.com: 30 (its own site)

### Pages cited

- https://linkedin.com/pulse/corporate-learning-platforms-small-teams-practical-guide-vlad-levinas-xxsdf: 24
- https://goskills.com/resources/learning-experience-platforms: 22
- https://goskills.com/resources/udemy-business-alternatives: 22
- https://learnworlds.com/blog/business/online-learning-platforms: 22
- https://g2.com/products/coursera-for-business/competitors/alternatives: 20
- https://companylms.com/alternatives/udemy-business-pricing: 18
- https://gamestrategies.io/en/blog/corporate-training-companies: 18
- https://leaderonomics.com/articles/functional/best-training-platforms-for-professional-development: 18

## 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.