# Learning management systems for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "LMS for employee training" and as "learning management system", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/hr/learning/learning-management-systems/enterprise

**Standing:** Docebo leads with 46% of first choices; verdict clear leader. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Docebo](https://www.gane.ai/index/hr/vendors/docebo/index.md) | 46% | 10% | 68 |
| 2 | [Absorb LMS](https://www.gane.ai/index/hr/vendors/absorb-lms/index.md) | 12% | 5% | 58 |
| 3 | [Cornerstone OnDemand](https://www.gane.ai/index/hr/vendors/cornerstone-ondemand/index.md) | 12% | 11% | 54 |
| 4 | [LearnUpon](https://www.gane.ai/index/hr/vendors/learnupon/index.md) | 6% | 11% | 18 |
| 5 | [LifterLMS](https://www.gane.ai/index/hr/vendors/lifterlms/index.md) | 6% | 10% | 10 |
| 7 | [TalentLMS](https://www.gane.ai/index/hr/vendors/talentlms/index.md) | 2% | 18% | 33 |
| 8 | [D2L Brightspace](https://www.gane.ai/index/hr/vendors/d2l-brightspace/index.md) | 2% | 12% | 16 |
| 13 | [Moodle LMS](https://www.gane.ai/index/hr/vendors/moodle-lms/index.md) | 2% | 50% | 26 |
| 14 | [SAP SuccessFactors Learning](https://www.gane.ai/index/hr/vendors/sap-successfactors-learning/index.md) | 0% | 11% | 37 |
| 15 | [360Learning](https://www.gane.ai/index/hr/vendors/360learning/index.md) | 0% | 4% | 24 |
| 16 | [Workday Learning](https://www.gane.ai/index/hr/vendors/workday-learning/index.md) | 0% | 4% | 24 |
| 17 | [CYPHER Learning](https://www.gane.ai/index/hr/vendors/cypher-learning/index.md) | 0% | 0% | 13 |

Rank is by share of first choices among all 81 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: no first choice
- GPT-5.4 mini: Absorb LMS, Docebo; alternatives Cornerstone OnDemand
- Gemini 3.5 Flash: Docebo; alternatives 360Learning, Absorb LMS, Cornerstone OnDemand, LearnUpon
- Perplexity Sonar: Docebo; alternatives Absorb LMS, Adobe Learning Manager, Cornerstone OnDemand, LearnUpon
- Grok 4.20: Docebo; alternatives Absorb LMS, Oracle Learning, Rippling LMS, SAP SuccessFactors Learning
- Mistral Small: Absorb LMS, Docebo; alternatives CYPHER Learning, Continu, TalentLMS
- DeepSeek V4 Flash: Docebo; alternatives 360Learning, Absorb LMS, LearnUpon, TalentLMS
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Docebo; alternatives Absorb LMS, Cornerstone OnDemand, SAP SuccessFactors Learning, TalentLMS
- Kimi K2: Cornerstone OnDemand, Docebo; alternatives 360Learning, Absorb LMS, CYPHER Learning, SAP SuccessFactors Learning
- GLM 4.7 FlashX: Docebo; alternatives 360Learning, Absorb LMS, CYPHER Learning, Cornerstone OnDemand
- MiniMax M2.5: Absorb LMS, Docebo; alternatives Rippling LMS
- GPT-6 Luna: Docebo; alternatives 360Learning, Absorb LMS, Cornerstone OnDemand
- Muse Glimmer 30B: Docebo, LearnUpon; alternatives Absorb LMS, Cornerstone OnDemand, Rippling LMS, SAP Litmos

## Sources the answers cite

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

- forbes.com: 30 answers, 38 citations
- docebo.com: 23 answers, 27 citations
- capterra.com: 20 answers, 26 citations
- growthengineering.co.uk: 19 answers, 19 citations
- d2l.com: 17 answers, 23 citations
- talentlms.com: 17 answers, 21 citations
- talentedlearning.com: 15 answers, 16 citations
- g2.com: 14 answers, 18 citations

Pages named in the most answers:

- https://forbes.com/advisor/business/software/best-enterprise-learning-management-system (22 answers)
- https://growthengineering.co.uk/best-enterprise-lms (19 answers)
- https://capterra.com/resources/best-lms-corporate-training (13 answers)
- https://lifterlms.com/blog/best-corporate-lms (13 answers)
- https://rippling.com/blog/best-lms-for-corporate-training (12 answers)
- https://forbes.com/advisor/business/the-best-learning-management-systems (10 answers)
- https://proprofstraining.com/blog/b2b-lms (10 answers)
- https://anyforsoft.com/blog/best-enterprise-lms (9 answers)
- https://goskills.com/resources/best-lms-compared (9 answers)
- https://peoplemanagingpeople.com/tools/best-enterprise-learning-management-system (9 answers)

## Warned against

- Moodle LMS: 13 of 26 labels negative. "Why cautious/avoid: Excellent for customization and low initial cost, but self-hosted versions demand significant internal IT resources for scaling to 10,000+ users" (Grok 4.20, negative prompt)
- Docebo: 7 of 68 labels negative. "Docebo's enterprise contracts are expensive (often $25,000+ per year) and can become complex to administer" (Mistral Small, negative prompt)
- Blackboard Learn: 6 of 12 labels negative. "Enterprises should be wary of Blackboard Learn, which receives consistently poor reviews outside its traditional higher-education stronghold" (Kimi K2, negative prompt)
- Cornerstone OnDemand: 6 of 54 labels negative. "Avoid: Pure per-user pricing models (like some Docebo or Cornerstone plans)" (Kimi K2, budget prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Docebo at 46%.

- Cornerstone OnDemand: 20% to 12%, −8. Inside the floor by 5 points · rank 2 → 3 of 81.
- Docebo: 40% to 46%, +6. Inside the floor by 7 points · rank 1 of 81, unchanged.
- LearnUpon: 0% to 6%, +6. Inside the floor by 7 points · rank 16 → 4 of 81.
- Absorb LMS: 8% to 12%, +4. Inside the floor by 9 points · rank 4 → 2 of 81.
- LifterLMS: 10% to 6%, −4. Inside the floor by 9 points · rank 3 → 5 of 81.
- SAP Litmos: 4% to 0%, −4. Inside the floor by 9 points · rank 5 → 18 of 81.
- TalentLMS: 0% to 2%, +2. Inside the floor by 11 points · rank 20 → 7 of 81.
- D2L Brightspace: 0% to 2%, +2. Inside the floor by 11 points · rank 15 → 8 of 81.
- Moodle LMS: 0% to 2%, +2. Inside the floor by 11 points · rank 49 → 13 of 81.
- SAP SuccessFactors Learning: 2% to 0%, −2. Inside the floor by 11 points · rank 8 → 14 of 81.
- 360Learning: 0% to 0%, ±0. Inside the floor by 13 points · rank 13 → 15 of 81.
- Workday Learning: 0% to 0%, ±0. Inside the floor by 13 points · rank 14 → 16 of 81.

## 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.