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

HR AI Recommendation Index, October 2026 Edition. Asked as "learning experience platform" and as "LXP", six framings each, to fourteen 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 40% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Docebo | 40% | 20% | 61 |
| 2 | Degreed | 16% | 32% | 53 |
| 3 | Cornerstone OnDemand | 10% | 30% | 53 |
| 4 | 360Learning | 8% | 14% | 43 |
| 5 | Absorb LMS | 8% | 7% | 29 |
| 6 | EdCast | 6% | 17% | 12 |
| 7 | SAP SuccessFactors Learning | 0% | 11% | 18 |

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

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Docebo; alternatives 360Learning, Degreed
- Gemini 3.5 Flash: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed, Skilljar
- Perplexity Sonar: Docebo; alternatives 360Learning, Thinkific
- Grok 4.1 Fast: Docebo; alternatives 360Learning, Absorb LMS, Degreed
- Mistral Small: Absorb LMS; alternatives Adobe Learning Manager, Cornerstone OnDemand
- DeepSeek V4 Flash: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Degreed, Docebo; alternatives Absorb LMS, Axonify, EdCast
- Kimi K2: Docebo; alternatives 360Learning, Cornerstone OnDemand, Degreed, EdCast
- GLM 4.7 FlashX: 360Learning, Docebo; alternatives Absorb LMS, Adobe Learning Manager, Cornerstone OnDemand
- MiniMax M2.5: Degreed, EdCast; alternatives Absorb LMS
- GPT-6 Luna: Docebo; alternatives 360Learning, Thought Industries
- Muse Glimmer 30B: Docebo; alternatives Absorb LMS, Cornerstone OnDemand, LearnUpon, SAP SuccessFactors Learning

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- goskills.com: 52 answers, 58 citations
- docebo.com: 36 answers, 50 citations
- guideflow.com: 33 answers, 33 citations
- g2.com: 29 answers, 55 citations
- 360learning.com: 25 answers, 37 citations
- listicler.com: 23 answers, 23 citations
- firsthr.app: 21 answers, 27 citations
- hr-ai-index.com: 20 answers, 27 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (52 answers)
- https://guideflow.com/blog/learning-experience-platform (32 answers)
- https://listicler.com/best/best-learning-experience-platforms-large-organizations (23 answers)
- https://group.app/blog/learning-experience-platforms (19 answers)
- https://firsthr.app/compare/training/lxp-learning-platform (19 answers)
- https://hr-ai-index.com/learning/learning-experience-platforms/enterprise (19 answers)
- https://g2.com/categories/learning-experience-platforms-lxp/enterprise (17 answers)
- https://computerworld.com/article/4029029/enterprise-buyers-guide-how-to-select-a-learning-experience-platform.html (15 answers)
- https://digitalhumans.com/blog/the-10-best-learning-experience-platforms-lxp-reviewed-for-2026 (15 answers)
- https://talentedladiesclub.com/articles/articles-learning-experience-platforms-comparison-guide-2027 (14 answers)

## Warned against

- Degreed: 17 of 53 labels negative. "What to Avoid for Predictability | Degreed | Quote-only; reports suggest $10–15/user/month at 1,000+ users, but implementation alone runs $10–20K." (DeepSeek V4 Flash, budget prompt)
- Cornerstone OnDemand: 16 of 53 labels negative. "Platforms with Notable Enterprise Red Flags ... Cornerstone: Per-user/month pricing scales poorly for massive user bases (costs explode unpredictably)" (Grok 4.1 Fast, negative prompt)
- Docebo: 12 of 61 labels negative. "It's recommended to avoid per-user/month platforms like Docebo, Cornerstone, and 360Learning if cost predictability is the top priority." (Llama 4 Maverick, budget prompt)
- 360Learning: 6 of 43 labels negative. "It's recommended to avoid per-user/month platforms like Docebo, Cornerstone, and 360Learning" (Llama 4 Maverick, budget prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Docebo at 39%.

- Absorb LMS: 0% to 9%, +9. Inside the floor by 4 points · rank 18 → 4 of 58.
- Docebo: 32% to 39%, +7. Inside the floor by 6 points · rank 1 of 58, unchanged.
- Cornerstone OnDemand: 5% to 11%, +7. Inside the floor by 6 points · rank 5 → 3 of 58.
- EdCast: 0% to 7%, +7. Inside the floor by 6 points · rank 21 → 6 of 58.
- Degreed: 20% to 16%, −5. Inside the floor by 8 points · rank 2 of 58, unchanged.
- Sana Learn: 5% to 0%, −5. Inside the floor by 8 points · rank 6 → 12 of 58.
- 360Learning: 7% to 7%, ±0. Inside the floor by 13 points · rank 3 → 5 of 58.
- SAP SuccessFactors Learning: 0% to 0%, ±0. Inside the floor by 13 points · rank 46 → 11 of 58.
- LinkedIn Learning: 0% to 0%, ±0. Inside the floor by 13 points · rank 55 → 18 of 58.

## 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, October 2026 Edition, hr-ai-index.com.