head to head · open source
Reflex vs zeroshot
Reflex has 28,938 GitHub stars, 1,790 forks, 346 open issues and last shipped yesterday. zeroshot has 1,919 stars, 180 forks, 3 open issues and last shipped yesterday. Reflex leads on adoption by 1,408% (28,938 vs 1,919 stars). Reflex is written in Python under Apache-2.0; zeroshot is written in Rust under MIT. Reflex has attracted 6% as many forks as stars, zeroshot 9%. zeroshot was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| Reflex | zeroshot | |
|---|---|---|
| GitHub stars | ★ 29K | ★ 1.9K |
| License | Apache-2.0 | MIT |
| Written in | Python | Rust |
| Last push | 2026-10-03 | 2026-10-03 |
| Forks | ⑂ 1.8K | ⑂ 180 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Reflex if
- You weight community size — 29K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick zeroshot if
- You want the zeroshot feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Rust
- You evaluated both and zeroshot fits your workflow better
About Reflex
Reflex is an open source Apache 2.0 Python library for building full stack web apps and internal tools entirely in Python, aimed at Python developers who want a browser based frontend without learning JavaScript.
read the full Reflex overview →
About zeroshot
Zeroshot is an open source, MIT licensed Rust CLI that orchestrates coding agents as an explicit review graph for developers who want AI written changes verified by agents other than the one that wrote them.
read the full zeroshot overview →
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Frequently asked questions
Is Reflex or zeroshot more popular?
Reflex has 28,938 GitHub stars and zeroshot has 1,919. Reflex has the larger community by that measure.
Are Reflex and zeroshot free?
Both are open source. Reflex is licensed under Apache-2.0 and zeroshot under MIT. Neither carries a licence fee.
What is the difference between Reflex and zeroshot?
Reflex is written in Python and zeroshot in Rust. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Reflex or zeroshot?
Choose Reflex if you want the larger community (28,938 stars) or its Apache-2.0 licence terms. Choose zeroshot if its feature set, stack or MIT licence fits better. Both are self-hostable.