10 alternatives to reflex-dev/reflex

reflex-dev/reflex — 🕸️ Web apps in pure Python 🐍 (28,984 stars, Apache-2.0, ui, database, analytics).

These are the closest projects in the JustClaw-It index that we serve licence-cleared code from, ranked by relevance and by our code-quality score (1–10, the mean over each repo's graded components: completeness, code quality, deployability, reusability, strategic value). JustClaw-It also serves 535 licence-cleared components from reflex-dev/reflex itself.

The alternatives in detail

• h2oai/wave
  Realtime Web Apps and Dashboards for Python and R
  score 5.4/10 · Apache-2.0 permissive · 4,260 stars · 241 components · search them
• mwaskom/seaborn
  Statistical data visualization in Python
  score 7.2/10 · BSD-3-Clause permissive · 14,087 stars · 52 components · search them
• tokio-rs/topcoat
  A batteries-included framework for building web apps
  score 4.8/10 · MIT permissive · 6,325 stars · 690 components · search them
• gradio-app/gradio
  Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
  score 7.1/10 · Apache-2.0 permissive · 43,875 stars · 842 components · search them · alternatives
• marimo-team/marimo
  A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
  score 7.0/10 · Apache-2.0 permissive · 23,269 stars · 2,388 components · search them
• scikit-learn/scikit-learn
  scikit-learn: machine learning in Python
  score 4.7/10 · BSD-3-Clause permissive · 68,003 stars · 422 components · search them · alternatives
• microsoft/data-science-for-beginners
  10 Weeks, 20 Lessons, Data Science for All!
  score 4.0/10 · MIT permissive · 37,928 stars · 6 components · search them · alternatives
• spotipy-dev/spotipy
  A light weight Python library for the Spotify Web API
  score 8.8/10 · MIT permissive · 5,487 stars · 5 components · search them
• nolanlawson/fuite
  A tool for finding memory leaks in web apps
  score 7.4/10 · Apache-2.0 permissive · 4,618 stars · 20 components · search them
• userdashboard/dashboard
  Dashboard is software for creating web apps and SaaS (support @ freenode #userdashboard)
  score 5.6/10 · MIT permissive · 281 stars · 111 components · search them

Licence data: JustClaw-It's per-repo licence policy. Is reflex-dev/reflex still maintained? Check it. Licence details: licence checker. Ranking data from 2026-11-05T20:19:43Z.