SpecialistFocuses specifically on interactive programming and coding lessons, whereas Brilliant covers broad STEM and math concepts.
Brilliant records 2,426,610 monthly visits with -11.9% month-over-month growth and Freemium pricing. Machine learning at scale records 0 monthly visits with 0% growth and Freemium pricing.
Weekly case studies, design patterns and career advice for building ML at scale.
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | brilliant.org | machinelearningatscale.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 2.43M (2,426,610) | 0 (0) |
| MoM Traffic Delta | -326.35K (-11.9%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (41.9%) | 🌐 Global (—) |
| Direct Visits / mo | 1.2M | 0 |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |

Interactive math, coding and AI tutoring you learn by doing
Learn math, science, CS and AI through short, visual exercises that build intuition step by step rather than passive video watching.
A visual, interactive tutor that works on a shared canvas, asks guiding questions and gives hints without simply revealing the answer.
Quizzes and reviews adapt to your level, tracking what you have mastered and resurfacing topics that still need work.
Write and run real code to learn programming logic, algorithms, data structures and debugging skills relevant to the AI era.
Weekly case studies, design patterns and career advice for building ML at scale.
Read breakdowns of ML systems design, LLM inference at scale, recommendation systems, search and ranking, ads systems, and RAG.
Get weekly high-quality insights and practical guidance written by an ML engineer working on large-scale production systems.
Deep dives into LLM optimisation, LLM training and ML system design for engineers moving beyond tutorials.
Guidance on getting started in ML, breaking into big tech, choosing between MLE and data scientist paths, and whether a PhD is worth it.
SpecialistFocuses specifically on interactive programming and coding lessons, whereas Brilliant covers broad STEM and math concepts.

SpecialistYour personal AI tutor for every subject, from notes to exam day.

SpecialistProvides deep interactive training for data science and programming, but omits foundational math and general science topics.
AI engineering courses, certificates, and the world's biggest AI newsletter
AI engineering courses, certificates, and the world's biggest AI newsletter

SpecialistAI-powered A Level and GCSE courses with a top-grades-or-refund guarantee
SpecialistLearn Linux, DevOps, and cybersecurity by doing — inside real online labs.
SpecialistLearn Linux, DevOps, and cybersecurity by doing — inside real online labs.

The top AI news and how to apply it, in five minutes a day

Free courses, live events and community for building real AI skills

Excels at step-by-step homework solving and AI tutoring, but provides less structured visual concept-building courses.
Excels at step-by-step homework solving and AI tutoring, but provides less structured visual concept-building courses.

SpecialistProvides adaptive daily math and logic practice for children, but has less emphasis on advanced visual science lessons.
Free / Open-sourceFree practical deep learning courses, research and open-source libraries
Free / Open-sourceFree open course for prompt engineering and AI security
Free / Open-sourceFree open course for prompt engineering and AI security