Dify: Provides an open-source visual canvas for RAG and agentic workflows, but requires self-hosting for full infrastructure control. Coze records 177,539 monthly visits with -33.3% month-over-month growth and Freemium pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.
Build, automate and publish AI agents without starting from scratch
Build, deploy, and govern production-ready agentic AI workflows
| Dimension / Metric | | |
|---|---|---|
| Official Domain | coze.com | dify.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 177.54K (177,539) | 819.69K (819,691) |
| MoM Traffic Delta | -88.52K (-33.3%) | -144.26K (-15%) |
| Primary Market & Share | 🇨🇳 China (58.9%) | 🇨🇳 China (46.7%) |
| Direct Visits / mo | 98.32K | 470.6K |
| User Rating | 4.7 | 4.8 |
| Supported Platforms | Website | Website |
Build, automate and publish AI agents without starting from scratch
Define an agent's role, tone and constraints in natural language rather than writing a full application from scratch.
Extend agents with search, image generation, browsing, code execution and other tools to give them real capabilities beyond conversation.
Chain multi-step logic visually — branches, loops, API calls and code nodes — so agents can complete structured tasks reliably.
Upload documents to ground agent answers in your own material, useful for support bots and internal assistants.
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.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Executes autonomous multi-step goals and browser tasks, but functions more as an end-user agent than a developer builder platform.
Executes autonomous multi-step goals and browser tasks, but functions more as an end-user agent than a developer builder platform.
Turns natural language directly into full applications and agents, but offers less granular node-based workflow control than Coze.
Turns natural language directly into full applications and agents, but offers less granular node-based workflow control than Coze.
SpecialistAutomate work across thousands of apps — no code required
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
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.
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.
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.
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.
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.
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.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.
