OpenClaw vs Dify
Both are alternatives to OpenAI AgentKit. Here's how they stack up — verified facts, no spin.
Also searched as Dify vs OpenClaw — same comparison, one verdict.
OpenClaw
The runaway story of 2026 — 384k stars and MIT-licensed.
OpenClaw is a personal AI assistant that runs on your own machine, connects to whatever model you point it at, and executes real tasks across your OS. It went from roughly 9k GitHub stars to over 384,000 during 2026, overtaking React to become one of the most-starred repositories in history — a rate of adoption that no framework in this category has matched. It is MIT-licensed under the OpenClaw Foundation rather than a company, which matters for the specific risk that brought you to this page. It is a different shape from LangGraph and CrewAI: an assistant you run rather than a library you build with, so it fits personal and desktop automation far better than a multi-tenant production service.
Dify
The visual builder AgentKit was — but read the licence before you commit.
Dify is the closest replacement for Agent Builder specifically: a visual canvas for wiring prompts, tools, retrieval and branching, with a hosted-app layer on top, so a team that liked drawing the workflow does not have to start writing graphs in Python. It is by far the most-starred project in this comparison at around 150.8k. One important correction to how it is usually described. Dify is very widely listed as open source, and its own licence file is headed "Open Source License", but the text is a modified Apache-2.0 with two additional conditions: you may not use the source to operate a multi-tenant service without written authorisation, and you may not remove or alter Dify's logo and copyright notices in the frontend. Those restrictions mean it does not meet the Open Source Definition. It is source-available. For most internal use that changes nothing; if you intend to build a product for your own customers on top of it, it changes everything, and it is exactly the clause people discover late.
Side by side
| OpenClaw | Dify | |
|---|---|---|
| Sovereignty Score | 94 | 72 |
| Open source | Yes | No |
| Self-hostable | Yes | Yes |
| Local-first | Yes | Yes |
| License | MIT | Modified Apache-2.0 (source-available, not OSI open source) |
| Pricing | Free and open source. You pay only for whatever model you point it at. | Free to self-host within the licence terms. Dify Cloud and a commercial licence are paid. |
OpenClaw edges it on the Sovereignty Score, but the right pick depends on the trade-offs below.
OpenClaw
Strengths
- +MIT under a foundation, not a company — no single owner to change direction
- +Runs locally and works with any model, including local ones
- +The fastest-growing project in the category by an enormous margin
- +Genuinely useful out of the box rather than a library you must assemble
Trade-offs
- −An assistant, not a framework — the wrong shape for a hosted product
- −Moving extremely fast; interfaces change under you
- −Executing real actions on your machine deserves real caution about permissions
- −Governance is young; the foundation is newer than the star count suggests
Dify
Strengths
- +The nearest thing to Agent Builder's visual canvas — smallest conceptual jump
- +Self-hostable, with retrieval, tools and app hosting in one product
- +Enormous community and the most stars of anything in this comparison
- +Non-engineers can read and change the workflow, which is rare here
Trade-offs
- −Not open source despite near-universal description as such — multi-tenant use needs a commercial licence
- −Branding and logo may not be removed from the frontend
- −Visual workflows are harder to review, diff and version than code
- −Single-vendor control, and the licence explicitly reserves the right to tighten
More OpenAI AgentKit head-to-heads
Related alternative guides
Facts verified 2026-07-30. Licenses and pricing change — spotted something out of date? That's a correction we want.