Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. xpander.ai records 0 monthly visits with 0% growth and Freemium pricing.
Build, deploy, and govern production-ready agentic AI workflows
Build, govern and run production AI agents inside your own environment
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | slack.xpander.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 0 (0) |
| MoM Traffic Delta | -144.26K (-15%) | 0 (0%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🌐 Global (—) |
| Direct Visits / mo | 470.6K | 0 |
| 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.
Build, govern and run production AI agents inside your own environment
Deploy and run agents in your cloud, VPC, on-premises or security perimeter, with scoped permissions, audited tool calls, secret management and policy controls.
A single control plane for frontier and open models. Swap or compare models on real work without rebuilding the agent or taking on separate provider bills.
Register the tools and APIs your agents may use in one approved, logged catalogue via the MCP gateway.
Omni, the built-in agentic forward-deployed engineer, takes a chat description of a process and maps, wires, builds, tests and promotes the agent for you.
Google's agent-first development platform for building and shipping software with AI agents
Google's agent-first development platform for building and shipping software with AI agents
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.
An all-in-one AI super assistant for professionals and enterprises
An 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 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.
A secure environment where teams build, deploy and govern AI agents, apps and automations
A secure environment where teams build, deploy and govern AI agents, apps and automations
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.
Build, automate and publish AI agents without starting from scratch
Free / Open-sourceOpen-source workspace to build, deploy and govern AI agents
