# Learning experience platforms: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "learning experience platform" and as "LXP", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/hr/learning/learning-experience-platforms

**Standing:** 360Learning leads with 38% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [360Learning](https://www.gane.ai/index/hr/vendors/360learning/index.md) | 38% | 0% | 54 |
| 2 | [TalentLMS](https://www.gane.ai/index/hr/vendors/talentlms/index.md) | 19% | 0% | 26 |
| 3 | [Absorb LMS](https://www.gane.ai/index/hr/vendors/absorb-lms/index.md) | 6% | 6% | 34 |
| 4 | [GoSkills](https://www.gane.ai/index/hr/vendors/goskills/index.md) | 6% | 0% | 17 |
| 5 | [LearnUpon](https://www.gane.ai/index/hr/vendors/learnupon/index.md) | 6% | 0% | 13 |
| 7 | [Learn Amp](https://www.gane.ai/index/hr/vendors/learn-amp/index.md) | 4% | 0% | 10 |
| 8 | [Docebo](https://www.gane.ai/index/hr/vendors/docebo/index.md) | 2% | 15% | 46 |
| 9 | [Degreed](https://www.gane.ai/index/hr/vendors/degreed/index.md) | 2% | 30% | 37 |
| 11 | [EdCast](https://www.gane.ai/index/hr/vendors/edcast/index.md) | 2% | 15% | 13 |
| 15 | [LinkedIn Learning](https://www.gane.ai/index/hr/vendors/linkedin-learning/index.md) | 0% | 6% | 17 |
| 16 | [Udemy Business](https://www.gane.ai/index/hr/vendors/udemy-business/index.md) | 0% | 18% | 11 |
| 28 | [Cornerstone OnDemand](https://www.gane.ai/index/hr/vendors/cornerstone-ondemand/index.md) | 0% | 39% | 23 |

Rank is by share of first choices among all 90 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: Learn Amp; alternatives 360Learning, Absorb LMS, Docebo
- GPT-5.4 mini: LearnUpon; alternatives 360Learning, Docebo, Intellum
- Gemini 3.5 Flash: WorkRamp; alternatives 360Learning, Absorb LMS, Continu, Docebo
- Perplexity Sonar: Thinkific; alternatives Absorb LMS, Docebo, TalentLMS
- Grok 4.20: Absorb LMS; alternatives Docebo, LearnUpon, TalentLMS
- Mistral Small: 360Learning, TalentLMS; alternatives Absorb LMS, GoSkills
- DeepSeek V4 Flash: 360Learning; alternatives Absorb LMS, Docebo, LearnUpon
- Llama 4 Maverick: Learn Amp; alternatives 360Learning, Absorb LMS, Degreed, GoSkills
- Qwen 3.7 Flash: Absorb LMS; alternatives Degreed, Docebo, Learn Upon, TalentLMS
- Kimi K2: 360Learning; alternatives Docebo, LearnUpon, TalentLMS
- GLM 4.7 FlashX: 360Learning; alternatives Absorb LMS, Docebo, TalentLMS, iSpring Learn
- MiniMax M2.5: Absorb LMS, LearnUpon; alternatives 360Learning, Adobe Learning Manager, Docebo
- GPT-6 Luna: 360Learning; alternatives Absorb LMS, Degreed, Docebo
- Muse Glimmer 30B: 360Learning; alternatives Absorb LMS, Docebo, Learn Amp, LearnUpon

## Sources the answers cite

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

- goskills.com: 51 answers, 59 citations
- g2.com: 32 answers, 59 citations
- 360learning.com: 21 answers, 23 citations
- capterra.com: 15 answers, 16 citations
- firsthr.app: 15 answers, 16 citations
- proprofstraining.com: 15 answers, 16 citations
- skillscaravan.com: 12 answers, 16 citations
- digitalhumans.com: 12 answers, 12 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (46 answers)
- https://g2.com/categories/learning-experience-platforms-lxp (21 answers)
- https://firsthr.app/compare/training/lxp-learning-platform (15 answers)
- https://360learning.com/blog/learning-experience-platforms (12 answers)
- https://digitalhumans.com/blog/the-10-best-learning-experience-platforms-lxp-reviewed-for-2026 (12 answers)
- https://pazcare.com/hr-tools/learning-experience-platforms (12 answers)
- https://peoplemanagingpeople.com/tools/best-learning-experience-platform (11 answers)
- https://softwareadvice.co.uk/directory/1487/learning-content-management-system/software (11 answers)
- https://proprofstraining.com/blog/b2b-lms (10 answers)
- https://verifiedmarketresearch.com/blog/top-learning-experience-platform (10 answers)

## Warned against

- Cornerstone OnDemand: 9 of 23 labels negative. "Avoid pure enterprise tools (e.g., Cornerstone, full SAP SuccessFactors) unless you have a large L&D team." (Grok 4.20, paraphrase prompt)
- Degreed: 11 of 37 labels negative. "What I'd avoid: Cornerstone and Degreed unless you're a large enterprise" (Kimi K2, paraphrase prompt)
- Docebo: 7 of 46 labels negative. "Some enterprise-focused LXPs (like Degreed, Docebo, and Learnerbly) are only practical for very large organizations (250+ learners) and are not cost-effective for smaller teams." (Mistral Small, negative prompt)
- Canvas LMS: 5 of 6 labels negative. "Instructure (Canvas) - Hit with privacy suits over data collection from children" (Kimi K2, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: 360Learning at 38%.

- 360Learning: 26% to 38%, +12. Inside the floor by 1 point · rank 1 of 90, unchanged.
- GoSkills: 18% to 6%, −12. Inside the floor by 1 point · rank 2 → 4 of 90.
- Learn Amp: 12% to 4%, −8. Inside the floor by 5 points · rank 5 → 7 of 90.
- Absorb LMS: 12% to 6%, −6. Inside the floor by 7 points · rank 4 → 3 of 90.
- TalentLMS: 14% to 19%, +5. Inside the floor by 8 points · rank 3 → 2 of 90.
- LearnUpon: 4% to 6%, +2. Inside the floor by 11 points · rank 6 → 5 of 90.
- EdCast: 0% to 2%, +2. Inside the floor by 11 points · rank 16 → 11 of 90.
- Udemy Business: 2% to 0%, −2. Inside the floor by 11 points · rank 12 → 16 of 90.
- Docebo: 2% to 2%, ±0. Inside the floor by 13 points · rank 8 of 90, unchanged.
- Degreed: 2% to 2%, ±0. Inside the floor by 13 points · rank 11 → 9 of 90.
- LinkedIn Learning: 0% to 0%, ±0. Inside the floor by 13 points · rank 15 of 90, unchanged.
- Continu: 0% to 0%, ±0. Inside the floor by 13 points · rank 13 → 18 of 90.

## 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.