head to head · open source
Dify vs jcode
Dify has 160,186 GitHub stars, 25,328 forks, 1,067 open issues and last shipped yesterday. jcode has 21,406 stars, 2,497 forks, 492 open issues and last shipped yesterday. Dify leads on adoption by 648% (160,186 vs 21,406 stars). Dify is written in Python under a custom or non-standard licence; jcode is written in Rust under MIT. Dify has attracted 16% as many forks as stars, jcode 12%. Dify was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (ai, claude, llm), so they are genuine substitutes rather than adjacent tools.
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
| Dify | jcode | |
|---|---|---|
| GitHub stars | ★ 160K | ★ 21K |
| License | Custom / other | MIT |
| Written in | Python | Rust |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 25K | ⑂ 2.5K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Dify if
- You weight community size — 160K stars and counting
- You want the Custom / other license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick jcode if
- You want the jcode feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Rust
- You evaluated both and jcode fits your workflow better
About Dify
Dify Cloud · Self hosting · Documentation · Dify edition overview Dify is an open source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features (including Opik, Langfuse, and Arize Phoenix) and more, letting you quickly go from prototype to production. Here's a list of the core features: Quick start Before installing Dify, make sure your machine meets the following minimum system requirements: CPU = 2 Core RAM = 4 GiB The easiest way to start the Dify server is through Docker Compose. Before running Dify with the…
About jcode
jcode The most RAM efficient harness The most intelligent harness Website · Docs · SDK · Benchmarks · Features · Install · Quick Start · Further Reading · Contributing Installation Need Homebrew, source builds, provider setup, or want an agent to set it up for you? Jump to detailed installation. Updating Run /update in the TUI to download the latest stable release in the background and reload with your session preserved. From a terminal, use jcode update , then restart the client. Both commands use the same update policy, including for dev builds. Older or equal release versions are skipped. For a development…
read the full jcode overview →
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Frequently asked questions
Is Dify or jcode more popular?
Dify has 160,186 GitHub stars and jcode has 21,406. Dify has the larger community by that measure.
Are Dify and jcode free?
Both are open source. Dify has no licence declared in this registry, and jcode is licensed under MIT. Both are free to self-host.
What is the difference between Dify and jcode?
Dify is written in Python and jcode 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, Dify or jcode?
Choose Dify if you want the larger community (160,186 stars) or its Custom / other licence terms. Choose jcode if its feature set, stack or MIT licence fits better. Both are self-hostable.