# Learning experience platforms for small business buyers: 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 small B2B company. Page: https://www.gane.ai/index/hr/learning/learning-experience-platforms/2026-11/smb

**Standing:** TalentLMS leads with 34% of first choices; verdict contested. 50 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) | 34% | 2% | 50 |
| 2 | [GoSkills](https://www.gane.ai/index/hr/vendors/goskills/index.md) | 26% | 4% | 47 |
| 3 | [360Learning](https://www.gane.ai/index/hr/vendors/360learning/index.md) | 14% | 9% | 53 |
| 4 | [Udemy Business](https://www.gane.ai/index/hr/vendors/udemy-business/index.md) | 6% | 8% | 12 |
| 5 | [SC Training](https://www.gane.ai/index/hr/vendors/sc-training/index.md) | 4% | 0% | 18 |
| 6 | [LearnWorlds](https://www.gane.ai/index/hr/vendors/learnworlds/index.md) | 2% | 6% | 18 |
| 13 | [Docebo](https://www.gane.ai/index/hr/vendors/docebo/index.md) | 2% | 68% | 38 |
| 14 | [Moodle](https://www.gane.ai/index/hr/vendors/moodle/index.md) | 0% | 0% | 11 |
| 15 | [Mitti](https://www.gane.ai/index/hr/vendors/mitti/index.md) | 0% | 8% | 12 |
| 19 | [Thinkific](https://www.gane.ai/index/hr/vendors/thinkific/index.md) | 0% | 10% | 10 |
| 22 | [LinkedIn Learning](https://www.gane.ai/index/hr/vendors/linkedin-learning/index.md) | 0% | 17% | 12 |
| 86 | [Cornerstone OnDemand](https://www.gane.ai/index/hr/vendors/cornerstone-ondemand/index.md) | 0% | 95% | 20 |

Rank is by share of first choices among all 87 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: Thirst; alternatives GoSkills, TalentLMS
- GPT-5.4 mini: Trainual; alternatives Juno Journey, Mitti, Rippling, Udemy Business
- Gemini 3.5 Flash: 360Learning; alternatives GoSkills, LearnWorlds, TalentLMS, WorkRamp
- Perplexity Sonar: TalentLMS; alternatives 360Learning, GoSkills, LearnWorlds, ProProfs Training Maker
- Grok 4.20: GoSkills; alternatives 360Learning, FreshLearn, SC Training, Thinkific
- Mistral Small: GoSkills, Udemy Business; alternatives LearnWorlds, Thinkific
- DeepSeek V4 Flash: TalentLMS; alternatives 360Learning, LearnWorlds
- Llama 4 Maverick: GoSkills
- Qwen 3.7 Flash: GoSkills; alternatives 360Learning, Udemy Business
- Kimi K2: GoSkills; alternatives 360Learning, TalentLMS, Thirst
- GLM 4.7 FlashX: GoSkills; alternatives 360Learning, Learnerbly, Mitti, Thirst
- MiniMax M2.5: GoSkills; alternatives Articulate 360, Connecteam, Coursera for Business, LearnWorlds
- GPT-6 Luna: TalentLMS; alternatives 360Learning
- Muse Glimmer 30B: TalentLMS; alternatives 360Learning, Connecteam, LearnWorlds, Udemy Business

## Sources the answers cite

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

- g2.com: 45 answers, 83 citations
- goskills.com: 44 answers, 70 citations
- firsthr.app: 34 answers, 41 citations
- capterra.com: 22 answers, 42 citations
- softwareadvice.com: 19 answers, 24 citations
- forbes.com: 19 answers, 23 citations
- cezannehr.com: 18 answers, 18 citations
- talentlms.com: 15 answers, 20 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (32 answers)
- https://firsthr.app/compare/training/lxp-learning-platform (30 answers)
- https://g2.com/categories/learning-experience-platforms-lxp/small-business (27 answers)
- https://cezannehr.com/hr-blog/2026/10/best-lms-for-small-businesses (18 answers)
- https://g2.com/discussions/what-is-the-most-cost-efficient-lxp-for-small-to-mid-sized-businesses (17 answers)
- https://capterra.com/resources/best-lms-for-small-business (15 answers)
- https://goskills.com/resources/best-lms-small-business (13 answers)
- https://softwareadvice.com/lms/learning-content-management-system-comparison/small-business (11 answers)
- https://uteach.io/articles/best-lms-and-training-platforms-for-small-business (11 answers)
- https://forbes.com/advisor/business/the-best-learning-management-systems (10 answers)

## Warned against

- Docebo: 26 of 38 labels negative. "Examples: Docebo, Degreed, Cornerstone, and some configurations of Skillsoft Percipio are typically quote-only and positioned for much larger employers." (Mistral Small, negative prompt)
- Degreed: 24 of 28 labels negative. "Platforms to Avoid (Enterprise-Only) | Degreed | Quote-only pricing, starts at "low four-figures per thousand users," built exclusively for large enterprises" (Kimi K2, negative prompt)
- Cornerstone OnDemand: 19 of 20 labels negative. "it is sold through complex enterprise sales processes. Small businesses rarely get the dedicated support needed" (Qwen 3.7 Flash, negative prompt)
- Fuel50: 5 of 5 labels negative. "these are quote-only platforms that are generally better suited for larger organizations" (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: GoSkills (50%) to TalentLMS (34%). Margin 8 points, within noise.

- GoSkills: 50% to 26%, −24. Cleared the floor by 11 points · rank 1 → 2 of 87.
- TalentLMS: 22% to 34%, +12. Inside the floor by 1 point · rank 2 → 1 of 87.
- Udemy Business: 0% to 6%, +6. Inside the floor by 7 points · rank 69 → 4 of 87.
- 360Learning: 11% to 14%, +3. Inside the floor by 10 points · rank 3 of 87, unchanged.
- SC Training: 2% to 4%, +2. Inside the floor by 11 points · rank 5 of 87, unchanged.
- LearnWorlds: 4% to 2%, −2. Inside the floor by 11 points · rank 4 → 6 of 87.
- Docebo: 0% to 2%, +2. Inside the floor by 11 points · rank 76 → 13 of 87.
- Thinkific: 2% to 0%, −2. Inside the floor by 11 points · rank 6 → 19 of 87.
- LinkedIn Learning: 2% to 0%, −2. Inside the floor by 11 points · rank 9 → 22 of 87.
- Absorb LMS: 2% to 2%, ±0. Inside the floor by 13 points · rank 10 → 11 of 87.
- Moodle: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 14 of 87.
- Mitti: 0% to 0%, ±0. Inside the floor by 13 points · rank 64 → 15 of 87.

## 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.