
Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.
Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.
Brilliant records 2,426,610 monthly visits with -11.9% month-over-month growth and Freemium pricing. Nimbalyst records 206,980 monthly visits with -11.5% growth and Freemium, Free pricing.

Agent wiki and visual workspace for Claude Code and Codex
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | brilliant.org | nimbalyst.com |
| Pricing Model | Freemium | Freemium, Free |
| Monthly Visits | 2.43M (2,426,610) | 206.98K (206,980) |
| MoM Traffic Delta | -326.35K (-11.9%) | -26.84K (-11.5%) |
| Primary Market & Share | 🇺🇸 United States (41.9%) | 🇺🇸 United States (17.5%) |
| Direct Visits / mo | 1.2M | 41.8K |
| User Rating | 4.6 | 4.3 |
| 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.

Agent wiki and visual workspace for Claude Code and Codex
A plugin for Claude Code, Codex, Cowork, Cursor, VS Code or any MCP agent that turns your agents' work into editable pages covering decisions, open questions and project context.
Tasks, docs, wiki, diagrams and code share one window, so you can think and direct work without hopping between tools.
Organize agent work on a board and edit documentation or code directly in the app.
Maps how decisions, pages and questions relate so you can see the whole project at a glance.

Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.
Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.
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.

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.

Free / Open-sourceActs as an open-source workspace control plane for coding agents, emphasizing orchestration over context wikis.
Free / Open-sourceOffers a parallel agent environment using isolated Git worktrees, but lacks Nimbalyst's integrated documentation wiki.
Free / Open-sourceOffers a parallel agent environment using isolated Git worktrees, but lacks Nimbalyst's integrated documentation wiki.

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.

Free / Open-sourceConnects human teams and AI agents via a shared task queue, but lacks local open-source wiki features.
Free / Open-sourceConnects human teams and AI agents via a shared task queue, but lacks local open-source wiki features.
Runs parallel AI agents to plan and code, but operates as an active workspace rather than a wiki.
Runs parallel AI agents to plan and code, but operates as an active workspace rather than a wiki.

SpecialistProvides adaptive daily math and logic practice for children, but has less emphasis on advanced visual science lessons.