Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Immuta records 24,384 monthly visits with -65.7% growth and Contact for Pricing pricing.

The authorization layer for every data request, human or agent
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | immuta.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 24.38K (24,384) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| -46.78K (-65.7%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (62.3%) |
|---|
| Direct Visits / mo | 470.6K | 8.32K |
|---|
| User Rating | 4.8 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

The authorization layer for every data request, human or agent
Define access rules in plain language, and Immuta compiles them into native controls inside your data infrastructure.
The policy engine returns allow, mask, filter, deny or escalate for every request in under a second, at enterprise scale.
Route genuine exceptions to data owners with the purpose attached, while routine access resolves on its own.
Give humans and AI agents just-in-time, scoped permissions so assistants only reach the data their task needs.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
#3
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.


Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

All-source maritime intelligence powered by Maritime AI™
Vertical AI applications and agents built for retail, financial services, industrial, and enterprise IT

AI-powered cloud DLP and security awareness training for SaaS environments
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Vertical AI applications and agents built for retail, financial services, industrial, and enterprise IT
AI-powered cloud DLP and security awareness training for SaaS environments