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| At a glance | Langflow ↗ Prototype agent and retrieval workflows visually. | Flowise ↗ Compose AI applications in a visual workflow builder. | Agenta ↗ Create AI coworkers that improve through shared feedback. |
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| Best suited for | Technical builders who want a visual development environment for AI applications. | Developers and technical teams experimenting with AI agents and retrieval workflows. | Teams that want a shared environment for AI coworkers and repeatable agent responsibilities. |
| Access model | Open source | Open source | Open source |
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| Considerations | Check supported components and deployment options. Model access, hosting and production safeguards remain separate responsibilities. | Model providers and hosting may incur separate charges. Production flows need authentication, access controls and evaluation beyond a successful demonstration. | Check available controls, connector permissions and the distinction between self-hosted and cloud capabilities. Keep consequential actions under appropriate human review. |
| Source | Official website ↗ | Official website ↗ | Official website ↗ |
| Current plans | Check current pricing ↗ | Check current pricing ↗ | Check current pricing ↗ |
| Listing reviewed | Oct 19, 2026 | Oct 19, 2026 | Oct 19, 2026 |
Compare products serving a similar need. This table summarizes listing information; it is not a hands-on benchmark or a rating.