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. Msgmate.io records 0 monthly visits with 0% growth and Paid pricing.
A self-hostable, API-first chat platform for LLMs, bots and agents.
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | dify.ai | msgmate.io |
| Pricing Model | Freemium | Paid |
| 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 | 4.3 |
|---|
| 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.
A self-hostable, API-first chat platform for LLMs, bots and agents.
Chat with large language models in a federated web app, with the active model shown and selectable - the site currently references cognitivecomputations/dolphin-2.6-mixtral-8x7b.
A REST API and WebSocket interface, plus an interactive OpenAPI reference, let developers build bots, agents and their own clients on top of the platform.
Because Open-Chat Go is open source and self-hostable, you can run the Go backend, async worker queue and React frontend on your own servers. Docs cover flags, environment variables and deployment.
Bots and agents add tools and integrations to the base chat experience, so the assistant can do more than plain conversation.
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.
An all-in-one AI super assistant for professionals and enterprises

Free / Open-sourceChat with 30+ leading AI models in one clean, fast workspace
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceLearn Linux, DevOps, and cybersecurity by doing — inside real online labs.

Free / Open-sourceSelf-hosted AI workspace for local and cloud models

Free / Open-sourceAn AI supercompanion that handles tasks, code and creative work end to end


Free / Open-sourcePut always-on AI agents on your team chat
Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

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.
An all-in-one AI super assistant for professionals and enterprises
Free / Open-sourceChat with 30+ leading AI models in one clean, fast workspace
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceLearn Linux, DevOps, and cybersecurity by doing — inside real online labs.
Free / Open-sourceSelf-hosted AI workspace for local and cloud models
Free / Open-sourceAn AI supercompanion that handles tasks, code and creative work end to end
Free / Open-sourceOwn your intelligence: a private AI assistant that runs entirely on your machine
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.