Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. LanguageGUI records 0 monthly visits with 0% growth and Free pricing.

An open-source Figma design system for rich LLM conversational interfaces
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | languagegui.com |
| Pricing Model | Freemium | Free |
| 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.

An open-source Figma design system for rich LLM conversational interfaces
A large library of ready-made building blocks for conversational interfaces, plus screens you can customise to match your product.
Chat bubbles, sidebars with adjustable settings, prompt boxes and dedicated multi-prompt workflow screens cover the core chat patterns.
Override colors, spacing and typography through Figma variables and styles to match a brand system without rebuilding components.
A pre-designed dark theme is included, so you do not have to rework every screen for dark mode.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
#1Free / Open-sourceRun and build with open AI models locally or in the cloud
#2Free / 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-sourceSelf-hosted AI workspace for local and cloud models

From idea or sketch to editable wireframes, hi-fi UI and code in minutes

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.
AI-native design workspace that turns prompts into production-ready UI

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-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Free / Open-sourceRun and build with open AI models locally or in the cloud
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-sourceSelf-hosted AI workspace for local and cloud models
From idea or sketch to editable wireframes, hi-fi UI and code in minutes
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.
AI-native design workspace that turns prompts into production-ready UI
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.