# Brilliant: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/brilliant

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 107 | 100% | 1 |

## And against it

- "Certificates from Udemy, Skillshare, MasterClass, and Brilliant generally have little employer recognition" (Perplexity Sonar, Skills intelligence)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Brilliant, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- consumer.ftc.gov: 1
- fewshotacademy.com: 1
- guideflow.com: 1
- moldstud.com: 1
- onlinecourseing.com: 1
- rankite.com: 1
- reddit.com: 1
- skillscouter.com: 1
- spec-weave.com: 1
- stuartkerrs.com: 1

### Pages cited

- https://consumer.ftc.gov/consumer-alerts/2026/08/how-spot-investment-training-scams-social-media: 1
- https://fewshotacademy.com/blog/agent-skills-read-past-the-summary: 1
- https://guideflow.com/blog/technical-skills-development-software: 1
- https://moldstud.com/articles/p-top-online-learning-platforms-for-skill-development: 1
- https://onlinecourseing.com/best-online-learning-platforms: 1
- https://rankite.com/blog/best-platforms-to-learn-skills: 1
- https://reddit.com/r/careerguidance/comments/1shwbzj/which_of_these_online_learning_platforms_can_you: 1
- https://skillscouter.com/best-online-learning-platforms: 1

## What it publishes

Every page brilliant.org exposes, read 2026-09-29: 1983 addresses. By kind, pages and the last 90 days:

- blog: 43 pages, 0 in the last 90 days, latest 2026-05-29
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 9 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-05-29 blog: A world class tutor in every home https://blog.brilliant.org/a-world-class-tutor-in-every-home
- Recent: 2025-02-27 blog: When almost right is catastrophically wrong evals for ai learning games https://blog.brilliant.org/when-almost-right-is-catastrophically-wrong-evals-for-ai-learning-games
- Recent: 2025-01-31 blog: Hand crafted machine made https://blog.brilliant.org/hand-crafted-machine-made
- Recent: 2025-01-10 blog: Decomposition and abstraction https://blog.brilliant.org/decomposition-and-abstraction
- Recent: 2025-01-08 blog: Visual algebra https://blog.brilliant.org/visual-algebra
- Recent: 2024-11-08 blog: Solving equations https://blog.brilliant.org/solving-equations

## 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.