Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Flakes records 3,002 monthly visits with -29.5% growth and Free pricing.
Build, deploy, and govern production-ready agentic AI workflows
The browser for getting things done.
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | flakes.ai |
| Pricing Model | Freemium | Free |
| Monthly Visits | 819.69K (819,691) | 3K (3,002) |
| MoM Traffic Delta | -144.26K (-15%) | -1.26K (-29.5%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇿 Uzbekistan (67.8%) |
| Direct Visits / mo | 470.6K | 1.18K |
| User Rating | 4.8 | 4.2 |
| 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 browser for getting things done.
Press ⌘K to search history, run commands, open URLs or ask AI from a single overlay.
Vim-style h/j/k/l movement, f for link hints and full keyboard control of tabs and windows.
Drift AI reads your open tabs to answer questions directly, with real-time page translation and deeper conversations about any content.
Press ⌘Enter to hide every toolbar and the address bar, with built-in ad blocking for a clean reading view.
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.
The AI browser that reads between your tabs
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.
An extendable launcher that puts your tools, AI, and automations one keystroke away
An extendable launcher that puts your tools, AI, and automations one keystroke away
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.
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.
An agentic browser built to act on your behalf
