# edX: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 3 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/edx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Online course libraries](https://www.gane.ai/index/hr/learning/online-course-libraries/index.md) | 0% | 12 | 15% | 20 |
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 22 | 0% | 11 |
| [Learning experience platforms](https://www.gane.ai/index/hr/learning/learning-experience-platforms/index.md) | 0% | 44 | 0% | 1 |

## What the models said for it

- "academic institutions (via Coursera or edX) ... are generally safer bets" (Qwen 3.7 Flash, Online course libraries)
- "Choose Coursera or edX for university-linked learning and credentials" (GPT-6 Luna, Online course libraries)
- "Want an employer-recognized certificate? → Coursera or edX" (DeepSeek V4 Flash, Online course libraries)
- "Coursera and edX are strongest for academic credentials" (Perplexity Sonar, Online course libraries)

## And against it

- "platforms like Udemy, Coursera, or edX ... leading to deprecated APIs, security issues, poor performance, or broken code" (Grok 4.20, Online course libraries)
- "the platform itself has a poor reputation for user experience" (GLM 4.7 FlashX, Online course libraries)
- "Platforms with declining quality: Coursera, edX, and Udemy" (DeepSeek V4 Flash, Online course libraries)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 4 | 1 | 1 | 6 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 1 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 1 | 0 | 3 | 0 | 4 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named edX, from 45 of the 53 answers that named it (only the models that return a source list).

### Domains cited

- linkedin.com: 12
- g2.com: 9
- learnworlds.com: 9
- reddit.com: 9
- stuartkerrs.com: 9
- goskills.com: 8
- onlinecourseing.com: 8
- coursera.org: 6
- oreilly.com: 6
- trustpilot.com: 6

### Pages cited

- https://stuartkerrs.com/online-course-platforms-comparison: 9
- https://learnworlds.com/blog/business/online-learning-platforms: 7
- https://leaderonomics.com/articles/functional/best-training-platforms-for-professional-development: 5
- https://answersq.com/: 4
- https://goskills.com/resources/best-lms-small-business: 4
- https://lmsportals.com/post/should-your-lms-include-a-course-library: 4
- https://adamenfroy.com/online-learning-platforms: 3
- https://caredemy.co.uk/best-online-care-training-providers-uk-top-10-compared-for-2026: 3

## In its own words

What edX's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Online Courses, Certificates & Degrees from Leading Institutions (https://edx.org/)
- For: learners around the world (https://edx.org/)
- Price stated: Save up to 30% this week only (https://edx.org/)
- Free plan or trial: Register for free (https://edx.org/)
- Customers named: Harvard, Google, Amazon, Microsoft, University of California, Berkeley, University of Cambridge, Columbia University, The University of Texas at Austin

## What it publishes

Every page edx.org exposes, read 2026-09-29: 9982 addresses. By kind, pages and the last 90 days:

- blog: 555 pages, 0 in the last 90 days, latest 2025-09-16
- case study: 2 pages, 0 in the last 90 days, latest 2023-10-06
- conference or event: 3 pages, 0 in the last 90 days, latest 2025-06-05
- report or ebook: 22 pages, 0 in the last 90 days, latest 2025-11-18
- comparison: 37 pages, 0 in the last 90 days, latest 2025-09-09
- template or tool: 1 pages, 0 in the last 90 days, latest 2024-09-16
- glossary or explainer: 2281 pages, 1 in the last 90 days, latest 2026-07-14
- news or press: 243 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-14 glossary or explainer: Machine learning https://www.edx.org/learn/machine-learning
- Recent: 2026-02-09 glossary or explainer: What is ai https://www.edx.org/resources/what-is-ai
- Recent: 2026-02-09 glossary or explainer: Artificial intelligence https://www.edx.org/learn/artificial-intelligence
- Recent: 2025-11-18 report or ebook: Microsoft python data science foundations with azure notebooks https://www.edx.org/learn/python/microsoft-python-data-science-foundations-with-azure-notebooks
- Recent: 2025-09-16 blog: Courses and programs promo https://www.edx.org/courses-and-programs-promo
- Recent: 2025-09-09 comparison: Cybersecurity red teams vs blue teams https://www.edx.org/resources/cybersecurity-red-teams-vs-blue-teams

## 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.