# Learning experience platforms for enterprise buyers: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "learning experience platform" and as "LXP", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://hr-ai-index.com/learning/learning-experience-platforms/enterprise/

**Standing:** Docebo leads with 32% of first choices; verdict contested. 44 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Docebo | 32% | 18% | 50 |
| 2 | Degreed | 20% | 18% | 45 |
| 3 | 360Learning | 7% | 8% | 40 |
| 4 | Cornerstone OnDemand | 5% | 30% | 43 |
| 5 | Sana Learn | 5% | 0% | 10 |
| 6 | Absorb LMS | 0% | 13% | 15 |
| 7 | LinkedIn Learning | 0% | 42% | 12 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice; alternatives 360Learning, Cornerstone OnDemand, Degreed, Docebo
- GPT-5.4 mini: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed
- Gemini 3.5 Flash: Degreed, Docebo; alternatives 360Learning, Cornerstone OnDemand
- Perplexity Sonar: 360Learning, Intellum; alternatives Cornerstone OnDemand, Learn Amp
- Grok 4.1 Fast: Docebo; alternatives Cornerstone OnDemand, Degreed
- Mistral Small: Sana Learn, Thinkific; alternatives Degreed, Highspot, LearnWorlds, Mindtickle
- DeepSeek V4 Flash: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed, LearnUpon
- Llama 4 Maverick: Degreed; alternatives Continu
- Qwen 3.7 Flash: Degreed, Sana Learn; alternatives 360Learning, Absorb LMS, Cornerstone OnDemand, Docebo
- Kimi K2: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed, Sana Learn
- GLM 4.7 FlashX: 360Learning, Docebo; alternatives Absorb LMS, Continu, Cornerstone OnDemand, LearnUpon
- MiniMax M2.5: Degreed, Thought Industries

## Sources the answers cite

65 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- goskills.com: 34 answers, 38 citations
- 360learning.com: 28 answers, 32 citations
- digitalhumans.com: 28 answers, 28 citations
- g2.com: 24 answers, 37 citations
- docebo.com: 24 answers, 34 citations
- listicler.com: 23 answers, 23 citations
- sanalabs.com: 19 answers, 26 citations
- cloudshare.com: 18 answers, 18 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (34 answers)
- https://digitalhumans.com/blog/the-10-best-learning-experience-platforms-lxp-reviewed-for-2026 (28 answers)
- https://360learning.com/blog/learning-experience-platforms (24 answers)
- https://listicler.com/best/best-learning-experience-platforms-large-organizations (23 answers)
- https://cloudshare.com/blog/best-learning-experience-platforms (18 answers)
- https://computerworld.com/article/4029029/enterprise-buyers-guide-how-to-select-a-learning-experience-platform.html (18 answers)
- https://guideflow.com/blog/learning-experience-platform (17 answers)
- https://sanalabs.com/learn-blog/best-lxps-2025-roi-engagement-rankings (17 answers)
- https://talentedladiesclub.com/articles/articles-learning-experience-platforms-comparison-guide-2027 (13 answers)
- https://group.app/blog/learning-experience-platforms (12 answers)

## Warned against

- Cornerstone OnDemand: 13 of 43 labels negative. "Avoid if you need user adoption: G2 and SoftwareAdvice reviews consistently flag the clunky backend, steep admin learning curve, and uninspiring learner UI." (DeepSeek V4 Flash, negative prompt)
- Docebo: 9 of 50 labels negative. "Avoid per-user/month platforms (Docebo, Cornerstone, 360Learning) for thousands of users if cost predictability is your #1 priority" (DeepSeek V4 Flash, budget prompt)
- Degreed: 8 of 45 labels negative. "Avoid: Platforms like Degreed and Cornerstone, which require custom quotes" (Mistral Small, budget prompt)
- LinkedIn Learning: 5 of 12 labels negative. "as primary enterprise platforms, they lack full LMS rigor... High costs for scale" (Grok 4.1 Fast, negative prompt)

## 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.