head to head · open source
Dify vs AutoPrompt
Dify has 160,186 GitHub stars, 25,328 forks, 1,067 open issues and last shipped yesterday. AutoPrompt has 3,022 stars, 265 forks, 23 open issues and last shipped 11 months ago. Dify leads on adoption by 5,201% (160,186 vs 3,022 stars). Dify is written in Python under a custom or non-standard licence; AutoPrompt is written in Python under Apache-2.0. Dify has attracted 16% as many forks as stars, AutoPrompt 9%. Dify 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
| Dify | AutoPrompt | |
|---|---|---|
| GitHub stars | ★ 160K | ★ 3.0K |
| License | Custom / other | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2025-12-02 |
| Forks | ⑂ 25K | ⑂ 265 |
| 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 AutoPrompt if
- You want the AutoPrompt feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and AutoPrompt 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 AutoPrompt
📝 AutoPrompt Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real world use cases. The framework automatically generates high quality, detailed prompts tailored to user intentions. It employs a refinement (calibration) process, where it iteratively builds a dataset of challenging edge cases and optimizes the prompt accordingly. This approach not only reduces manual effort in prompt engineering but also effectively addresses common issues such as prompt sensitivity and inherent prompt ambiguity issues. Our mission: Empower users to produce high quality robust…
read the full AutoPrompt overview →
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Frequently asked questions
Is Dify or AutoPrompt more popular?
Dify has 160,186 GitHub stars and AutoPrompt has 3,022. Dify has the larger community by that measure.
Are Dify and AutoPrompt free?
Both are open source. Dify has no licence declared in this registry, and AutoPrompt is licensed under Apache-2.0. Both are free to self-host.
What is the difference between Dify and AutoPrompt?
Dify is written in Python and AutoPrompt in Python. 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 AutoPrompt?
Choose Dify if you want the larger community (160,186 stars) or its Custom / other licence terms. Choose AutoPrompt if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.