# MIT OpenCourseWare: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Learning experience platforms](https://www.gane.ai/index/hr/learning/learning-experience-platforms/index.md) | 0% | 51 | 0% | 1 |
| [Online course libraries](https://www.gane.ai/index/hr/learning/online-course-libraries/index.md) | 0% | 52 | 0% | 1 |
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 57 | 0% | 1 |

## What the models said for it

- "For free academic content: Look at MIT OpenCourseWare, Coursera, or edX." (GLM 4.7 FlashX, Online course libraries)
- "Free/community-based: freeCodeCamp, Khan Academy, MIT OpenCourseWare" (DeepSeek V4 Flash, 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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| 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 MIT OpenCourseWare, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- forbes.com: 2
- trustpilot.com: 2
- acrl.ala.org: 1
- arapahoelibraries.org: 1
- blog.qualitypointtech.com: 1
- bloggersideas.com: 1
- boot.dev: 1
- cesblog.sdsu.edu: 1
- coding-unboxed.com: 1
- coursera.org: 1

### Pages cited

- https://acrl.ala.org/IS/wp-content/uploads/2014/05/summer2015.pdf: 1
- https://arapahoelibraries.org/resources/continuing-education: 1
- https://blog.qualitypointtech.com/2024/01/a-guide-to-avoiding-online-learning.html: 1
- https://bloggersideas.com/masterclass-review-worth-it: 1
- https://boot.dev/blog/jobs/is-coding-bootcamp-worth-it: 1
- https://cesblog.sdsu.edu/how-to-avoid-an-online-learning-scam: 1
- https://coding-unboxed.com/2020/02/the-worst-online-course-learning-platforms: 1
- https://coursera.org/courses: 1

## 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.