# Learning management systems: 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 a mid-market B2B company. Page: https://www.gane.ai/index/hr/learning/learning-management-systems/2026-11

**Standing:** TalentLMS leads with 40% 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 | [TalentLMS](https://www.gane.ai/index/hr/vendors/talentlms/index.md) | 40% | 3% | 63 |
| 2 | [Absorb LMS](https://www.gane.ai/index/hr/vendors/absorb-lms/index.md) | 21% | 5% | 43 |
| 3 | [LearnUpon](https://www.gane.ai/index/hr/vendors/learnupon/index.md) | 12% | 0% | 27 |
| 4 | [Docebo](https://www.gane.ai/index/hr/vendors/docebo/index.md) | 10% | 14% | 49 |
| 5 | [360Learning](https://www.gane.ai/index/hr/vendors/360learning/index.md) | 6% | 0% | 26 |
| 7 | [Moodle LMS](https://www.gane.ai/index/hr/vendors/moodle-lms/index.md) | 2% | 33% | 42 |
| 8 | [Connecteam](https://www.gane.ai/index/hr/vendors/connecteam/index.md) | 2% | 0% | 10 |
| 10 | [D2L Brightspace](https://www.gane.ai/index/hr/vendors/d2l-brightspace/index.md) | 0% | 17% | 18 |
| 11 | [iSpring Learn](https://www.gane.ai/index/hr/vendors/ispring-learn/index.md) | 0% | 0% | 13 |
| 12 | [Cornerstone OnDemand](https://www.gane.ai/index/hr/vendors/cornerstone-ondemand/index.md) | 0% | 0% | 12 |
| 13 | [Canvas LMS](https://www.gane.ai/index/hr/vendors/canvas-lms/index.md) | 0% | 37% | 30 |
| 14 | [SAP Litmos](https://www.gane.ai/index/hr/vendors/sap-litmos/index.md) | 0% | 0% | 10 |

Rank is by share of first choices among all 78 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; alternatives 360Learning, LearnUpon
- Gemini 3.5 Flash: Absorb LMS; alternatives 360Learning, Docebo, LearnUpon, TalentLMS
- Perplexity Sonar: LearnUpon; alternatives Bridge, D2L Brightspace, TalentLMS, Totara Learn
- Grok 4.20: Absorb LMS; alternatives Docebo, TalentLMS
- Mistral Small: 360Learning, Docebo; alternatives Absorb LMS, TalentLMS
- DeepSeek V4 Flash: Absorb LMS; alternatives 360Learning, LearnUpon, TalentLMS
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Docebo; alternatives Absorb LMS, TalentLMS, iSpring Learn
- Kimi K2: Absorb LMS, TalentLMS; alternatives 360Learning, Docebo, LearnUpon
- GLM 4.7 FlashX: TalentLMS; alternatives Absorb LMS, Docebo, LearnUpon, iSpring Learn
- MiniMax M2.5: Absorb LMS; alternatives LearnUpon, TalentLMS
- GPT-6 Luna: Absorb LMS; alternatives 360Learning, Docebo, LearnUpon, TalentLMS
- Muse Glimmer 30B: TalentLMS; alternatives 360Learning, Absorb LMS, Docebo, LearnUpon

## Sources the answers cite

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

- forbes.com: 26 answers, 33 citations
- capterra.com: 23 answers, 35 citations
- talentlms.com: 23 answers, 32 citations
- proprofstraining.com: 20 answers, 21 citations
- goskills.com: 18 answers, 24 citations
- d2l.com: 16 answers, 26 citations
- softwareadvice.com: 15 answers, 16 citations
- selecthub.com: 14 answers, 20 citations

Pages named in the most answers:

- https://proprofstraining.com/blog/b2b-lms (17 answers)
- https://forbes.com/advisor/business/the-best-learning-management-systems (14 answers)
- https://goskills.com/resources/best-lms-compared (14 answers)
- https://forbes.com/advisor/business/best-learning-management-systems (13 answers)
- https://rippling.com/blog/best-lms-for-corporate-training (11 answers)
- https://capterra.com/resources/best-lms-corporate-training (10 answers)
- https://softwareadvice.com/lms (10 answers)
- https://capterra.com/learning-management-system-software (9 answers)
- https://leadchangegroup.com/corporate-lms/mid-market (8 answers)
- https://lifterlms.com/blog/best-corporate-lms (8 answers)

## Warned against

- Moodle LMS: 14 of 42 labels negative. "Blackboard and Moodle (for corporate use) are the most frequently cited platforms for dissatisfaction in user reviews." (DeepSeek V4 Flash, negative prompt)
- Canvas LMS: 11 of 30 labels negative. "Most concerning: Platforms that combine closed ecosystems with aggressive data collection (Canvas and Blackboard exemplify this)." (Kimi K2, negative prompt)
- Blackboard Learn: 10 of 16 labels negative. "Most concerning: Platforms that combine closed ecosystems with aggressive data collection (Canvas and Blackboard exemplify this)." (Kimi K2, negative prompt)
- Docebo: 7 of 49 labels negative. "Docebo leans more enterprise in complexity and pricing. It's better suited to mid-market companies at the upper end" (DeepSeek V4 Flash, direct prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: TalentLMS at 40%.

- TalentLMS: 51% to 40%, −11. Inside the floor by 2 points · rank 1 of 78, unchanged.
- Absorb LMS: 15% to 21%, +6. Inside the floor by 7 points · rank 2 of 78, unchanged.
- Docebo: 4% to 10%, +6. Inside the floor by 7 points · rank 6 → 4 of 78.
- LearnUpon: 9% to 12%, +3. Inside the floor by 10 points · rank 3 of 78, unchanged.
- Moodle LMS: 0% to 2%, +2. Inside the floor by 11 points · rank 13 → 7 of 78.
- Connecteam: 0% to 2%, +2. New · not ranked in October 2026 · rank 8 of 78.
- 360Learning: 6% to 6%, ±0. Inside the floor by 13 points · rank 4 → 5 of 78.
- D2L Brightspace: 0% to 0%, ±0. Inside the floor by 13 points · rank 14 → 10 of 78.
- iSpring Learn: 0% to 0%, ±0. Inside the floor by 13 points · rank 12 → 11 of 78.
- Cornerstone OnDemand: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 12 of 78.
- Canvas LMS: 0% to 0%, ±0. Inside the floor by 13 points · rank 15 → 13 of 78.
- SAP Litmos: 0% to 0%, ±0. Inside the floor by 13 points · rank 11 → 14 of 78.

## 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.