# AutoGPT vs ragflow
_Autonomous Agents · independent comparison_

> AutoGPT and ragflow are both open-source autonomous agents you can self-host for free. AutoGPT has wider GitHub adoption — 186k stars vs 87k. Neither is universally better — pick by fit.

## Side by side

**AutoGPT**
- Open source · Agent · 186k★ · Python · active today
- Best for: Experimenting with long-running autonomous agent loops in an open-source stack.
- Avoid if: You expect production-grade reliability from autonomous loops.
- [listing](https://agentsearchengine.app/agents/autogpt) · [official](https://agpt.co)

**ragflow**
- Open source · Platform · 87k★ · Go · Apache-2.0 · active today
- Best for: Production RAG over complex documents with agent capabilities, self-hosted.
- Avoid if: You need a lightweight embedded library rather than a full platform.
- [listing](https://agentsearchengine.app/agents/ragflow) · [official](https://ragflow.io)

## Key differences

- AutoGPT has wider GitHub adoption — 186k stars vs 87k.
- AutoGPT is written primarily in Python; ragflow in Go.

## Which to choose

**Choose AutoGPT if:** Experimenting with long-running autonomous agent loops in an open-source stack.

**Choose ragflow if:** Production RAG over complex documents with agent capabilities, self-hosted.

## FAQ

**What's the main difference between AutoGPT and ragflow?**
AutoGPT has wider GitHub adoption — 186k stars vs 87k.

**Is AutoGPT or ragflow better?**
Neither is universally better. AutoGPT is the stronger fit for Experimenting with long-running autonomous agent loops in an open-source stack; ragflow for Production RAG over complex documents with agent capabilities, self-hosted. Use the side-by-side specs to decide by your own constraints.

**Is AutoGPT or ragflow free?**
AutoGPT is free to run and self-host; ragflow is free to run and self-host. Both are free to self-host — you only pay for the infrastructure and any model or API usage.

**Which is more popular, AutoGPT or ragflow?**
By GitHub stars — a proxy for open-source adoption — AutoGPT is ahead (186k vs 87k). Stars measure attention, not necessarily the better fit for you.

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Source: [Agent Search Engine](https://agentsearchengine.app) — https://agentsearchengine.app/compare/autogpt-vs-ragflow