# Brilliant vs UI root Brilliant records 2,426,610 monthly visits with -11.9% month-over-month growth and Freemium pricing. UI root records 8,568 monthly visits with +207.8% growth and Free pricing. | Metric | [Brilliant](https://openaitools.app/tool/brilliant) | [UI root](https://openaitools.app/tool/ui-root) | | :--- | :--- | :--- | | Website URL | https://brilliant.org | https://uiroot.com | | Categories | AI Course, AI Tutorial, AI For Data Analytics | AI Tools Directory, AI UX Design, AI Graphic Design, AI Design Assistant | | Pricing Model | Freemium | Free | | Monthly Visits | 2,426,610 | 8,568 | | MoM Growth Rate | -11.9% | +207.8% | | Primary Market | United States | India | | Direct Visits | 1,204,931 | 3,419 | | Review Score | 4.6 | 3.8 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## Brilliant Brilliant takes a different approach to learning: rather than watching long videos or reading dense textbooks, you build understanding by solving interactive problems. Lessons break big ideas down into small visual steps, so concepts in algebra, calculus, statistics, logic and Python become intuitive. The platform is designed for self-paced learners from roughly middle-school level up to college and beyond, and it adds a new AI tutor called Koji who asks guiding questions and sketches on screen to help you find answers yourself. Beyond pure math, Brilliant covers computer science fundamentals, programming, data analysis and how modern AI actually works, including neural networks, tokenization and model reasoning. Each track uses mastery assessments that adapt to your level, revisiting weak spots and serving targeted practice so progress is measurable rather than vague. Real-world examples, such as image filters or password security, connect abstract ideas to everyday technology. The platform is also used by schools and families. It is accredited by ACS WASC, certified under the kidSAFE/COPPA program, and offers classroom and teacher programs so educators can assign adaptive lessons and homework. For individual learners, the app is available on web and mobile, with progress syncing across devices. **Pricing & Plans:** Brilliant uses a freemium model: a limited free experience is available, while a Premium subscription unlocks the full course library and unlimited practice. Annual plans are the cheapest per month, and there are separate school/classroom plans. - **Interactive problem-based lessons:** Learn math, science, CS and AI through short, visual exercises that build intuition step by step rather than passive video watching. - **Koji AI tutor:** A visual, interactive tutor that works on a shared canvas, asks guiding questions and gives hints without simply revealing the answer. - **Adaptive mastery assessments:** Quizzes and reviews adapt to your level, tracking what you have mastered and resurfacing topics that still need work. - **Coding and CS foundations:** Write and run real code to learn programming logic, algorithms, data structures and debugging skills relevant to the AI era. - **Courses for schools and families:** Accredited classroom programs let teachers assign adaptive lessons, with kidSAFE/COPPA-certified privacy protections. **Strengths:** Hands-on, visual format makes abstract concepts easier to grasp; Access to the Koji AI tutor that guides rather than gives away answers; Accredited and kidSAFE/COPPA certified, suitable for schools and families; Works across web and mobile with syncing progress **Limitations:** Full course library requires a paid Premium subscription; Not a replacement for formal instruction or credentials; Some advanced or niche topics are not covered deeply [Profile (Markdown)](https://openaitools.app/tool/brilliant.md) ## UI root UI root is a curated hub for UI/UX tools and resources. Its goal is straightforward: help designers and product teams cut through the noise and find the tools, components, and inspiration they need, all in one browsable place. Rather than being a design tool itself, it is a directory that points you to the tools worth your time. Browsing is organized by category. You will find sections for AI Tools, Design Tools, Design Systems, Icons & Illustrations, Color Tools, Typography, Mockups, Patterns & Backgrounds, and more — covering the full arc of a design workflow from exploration to handoff. Search (with a ⌘K shortcut) makes it quick to jump to something specific, while Featured and What's New sections surface standout and recently added entries. UI root also acts as a community resource: designers and makers can submit their own tools for inclusion, and a newsletter keeps subscribers posted on new and notable resources. It is free to use, aimed at anyone who wants a faster way to discover UI/UX tooling without trawling social feeds or scattered bookmarks. **Pricing & Plans:** Free to browse and use. There is no cost to explore the directory, and submission and the newsletter are likewise presented as open resources. - **Curated categories:** Tools and resources are grouped into categories such as AI Tools, Design Tools, Design Systems, Icons & Illustrations, Color Tools, Typography, and Mockups. - **Search and quick access:** A site-wide search with a ⌘K shortcut lets you jump straight to a tool or resource by name. - **Featured and What's New:** Featured and What's New sections surface standout and recently added tools so you can stay current. - **Submit your tool:** Designers and makers can submit their own tools and products for inclusion in the directory. - **Newsletter:** A newsletter keeps you updated on new and notable UI/UX resources. **Strengths:** Well-organized categories that mirror a real design workflow; Free to browse and search; Featured and What's New sections reduce discovery friction; Community submissions keep the directory growing **Limitations:** It's a curated directory, not a design tool itself — value depends on the listings; Listing quality and freshness vary since it aggregates third-party tools; No built-in design editing; you still need to leave for the actual tool; Best suited to discovery rather than project management or collaboration [Profile (Markdown)](https://openaitools.app/tool/ui-root.md) ## Frequently Asked Questions ### How do Brilliant and UI root compare in monthly traffic? Brilliant has 2,426,610 monthly visits, while UI root has 8,568. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Brilliant has a month-over-month growth rate of -11.9%; UI root has +207.8%. ### How does pricing compare? Brilliant: Freemium. Brilliant uses a freemium model: a limited free experience is available, while a Premium subscription unlocks the full course library and unlimited practice. Annual plans are the cheapest per month, and there are separate school/classroom plans. UI root: Free. Free to browse and use. There is no cost to explore the directory, and submission and the newsletter are likewise presented as open resources. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Coddy](https://openaitools.app/tool/coddy-tech) | 7,478,457 | +17.8% | Freemium | Focuses specifically on interactive programming and coding lessons, whereas Brilliant covers broad STEM and math concepts. | [.md](https://openaitools.app/tool/coddy-tech.md) | | 2 | [Astra AI](https://openaitools.app/tool/astra-ai) | 7,356,157 | +40.3% | Freemium, Paid | Your personal AI tutor for every subject, from notes to exam day. | [.md](https://openaitools.app/tool/astra-ai.md) | | 3 | [DataCamp](https://openaitools.app/tool/datacamp-com) | 6,237,230 | -0.4% | Freemium | Provides deep interactive training for data science and programming, but omits foundational math and general science topics. | [.md](https://openaitools.app/tool/datacamp-com.md) | | 4 | [Up Learn](https://openaitools.app/tool/uplearn-co-uk) | 1,346,342 | +49.9% | Free Trial, Paid | AI-powered A Level and GCSE courses with a top-grades-or-refund guarantee | [.md](https://openaitools.app/tool/uplearn-co-uk.md) | | 5 | [LabEx.io](https://openaitools.app/tool/labex-io) | 1,127,110 | -9.3% | Freemium | Learn Linux, DevOps, and cybersecurity by doing — inside real online labs. | [.md](https://openaitools.app/tool/labex-io.md) | | 6 | [Gauth](https://openaitools.app/tool/gauth) | 619,147 | +180.7% | Free Trial | Excels at step-by-step homework solving and AI tutoring, but provides less structured visual concept-building courses. | [.md](https://openaitools.app/tool/gauth.md) | | 7 | [Dang.ai](https://openaitools.app/tool/dang-ai) | 552,907 | +17.5% | Free | A curated AI tools directory with 5,000+ listings | [.md](https://openaitools.app/tool/dang-ai.md) | | 8 | [Futurepedia](https://openaitools.app/tool/futurepedia-find-the-best-ai-tools-software) | 527,719 | +22.5% | Free | Find, compare, and learn to use the best AI tools | [.md](https://openaitools.app/tool/futurepedia-find-the-best-ai-tools-software.md) | | 9 | [Smartick](https://openaitools.app/tool/smartick-es) | 361,154 | -9.1% | Free Trial, Paid | Provides adaptive daily math and logic practice for children, but has less emphasis on advanced visual science lessons. | [.md](https://openaitools.app/tool/smartick-es.md) | | 10 | [mcp.so](https://openaitools.app/tool/mcp-server) | 286,704 | -3% | Free | Discover and share Model Context Protocol servers for AI agents and coding tools | [.md](https://openaitools.app/tool/mcp-server.md) | --- Source: https://openaitools.app/compare/brilliant-vs-ui-root More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)