# Forma LMS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/forma-lms

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Learning management systems](https://www.gane.ai/index/hr/learning/learning-management-systems/index.md) | 0% | 15 | 0% | 4 |

## What the models said for it

- "open-source with no license fee, but you'll pay for self-hosting and technical setup" (GPT-5.4 mini, Learning management syst)
- "Zoho Learn and Forma LMS "offer the strongest free tiers for budget-conscious teams."" (Muse Glimmer 30B, Learning management syst)
- "Best Open-Source LMS (Zero Software Cost): Forma LMS or Moodle" (Gemini 3.5 Flash, Learning management syst)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Forma LMS, from 13 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 13
- forbes.com: 8
- goskills.com: 7
- talentlms.com: 7
- learningrevolution.net: 6
- cezannehr.com: 5
- g2.com: 5
- minicoursegenerator.com: 4
- softwareadvice.com: 4
- theworkademy.com: 4

### Pages cited

- https://capterra.com/resources/best-lms-for-small-business: 13
- https://forbes.com/advisor/business/the-best-learning-management-systems: 6
- https://learningrevolution.net/learning-management-system-for-small-business: 6
- https://cezannehr.com/hr-blog/2026/10/best-lms-for-small-businesses: 5
- https://forbes.com/advisor/business/best-learning-management-systems: 5
- https://goskills.com/resources/best-lms-small-business: 5
- https://buildempire.co.uk/lms/small-business-lms: 3
- https://coursebox.ai/blog/affordable-lms.md: 3

## In its own words

What Forma LMS's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI-powered enterprise sales compensation software combining intelligent, data-driven sales planning with flexible incentive compensation — enabling go-to-market agility at scale. (https://forma.ai/)
- For: RevOps, SalesOps, and compensation leaders (https://forma.ai/)
- Price stated: Our pricing reflects your team's unique needs. Fill out the form, and our team will reach out with next steps. (https://www.forma.ai/pricing)
- Integrations claimed: 600 (https://forma.ai/)
- Certifications: ISO 27001, SOC 1 Type II, SOC 2 Type II, SOC 3
- Customers named: Autodesk, Edmentum Inc.

## What it publishes

Every page forma.ai exposes, read 2026-09-29: 395 addresses. By kind, pages and the last 90 days:

- blog: 247 pages, 0 in the last 90 days, latest undated
- case study: 5 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 50 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 14 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated

## 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.