Dify: Provides an open-source visual canvas for building RAG pipelines and AI agents, but requires self-hosting or technical setup. Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Flowith records 324,679 monthly visits with -27.3% growth and Contact for Pricing pricing.
Build, deploy, and govern production-ready agentic AI workflows
An agentic AI workspace built as a canvas for deep work
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | flowith.io |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 324.68K (324,679) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| -122.17K (-27.3%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇨🇳 China (24.1%) |
|---|
| Direct Visits / mo | 470.6K | 171.17K |
|---|
| 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.
An agentic AI workspace built as a canvas for deep work
Arrange prompts, outputs and agent runs as connected nodes on an infinite canvas, so complex projects stay navigable instead of scrolling off screen.
Access several leading language models in one interface and switch between them per task or compare their answers side by side.
Delegate multi-step goals to an agent that plans, gathers information and produces deliverables with minimal back-and-forth.
Save notes, references and generated artifacts into a persistent knowledge space you can search and reuse in future sessions.
Delivers world-class collaborative whiteboarding and brainstorming tools, but lacks native multi-model chat assistants and autonomous agent workflows.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#2SpecialistAn all-in-one AI super assistant for professionals and enterprises
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Offers collaborative visual canvases and AI diagram generators, but lacks multi-model chat and autonomous agent execution.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
Generates automated AI agents and business apps from text, but uses structured task lists instead of spatial canvases.
Unites dozens of leading generative models on an infinite canvas, but focuses more on creative media than agentic workspaces.
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.
Uses a node-based canvas for AI agents to generate multimedia, but lacks Flowith's broader brainstorming and document capabilities.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Delivers world-class collaborative whiteboarding and brainstorming tools, but lacks native multi-model chat assistants and autonomous agent workflows.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
SpecialistAn all-in-one AI super assistant for professionals and enterprises
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Offers collaborative visual canvases and AI diagram generators, but lacks multi-model chat and autonomous agent execution.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
Unites dozens of leading generative models on an infinite canvas, but focuses more on creative media than agentic workspaces.
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.
Uses a node-based canvas for AI agents to generate multimedia, but lacks Flowith's broader brainstorming and document capabilities.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
