Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Latitude records 48,210 monthly visits with -30.6% growth and Freemium, Open Source, Enterprise pricing.
Build, deploy, and govern production-ready agentic AI workflows
Open-source observability that finds your AI agent's failures — and fixes them
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | latitude.so |
| Pricing Model | Freemium | Freemium, Open Source, Enterprise |
| Monthly Visits | 819.69K (819,691) | 48.21K (48,210) |
| MoM Traffic Delta | -144.26K (-15%) | -21.29K (-30.6%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (11.8%) |
| Direct Visits / mo | 470.6K | 20.02K |
| 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.
Open-source observability that finds your AI agent's failures — and fixes them
Point your existing OTEL pipeline or install the SDK and traces appear immediately. No proprietary format and no vendor lock-in.
Recurring failures are grouped into prioritized issues with trend, affected users, and sample traces, and you can define custom signals for any behavior you want tracked.
Get notified in Slack, email, or via webhooks when a new issue appears or an existing one escalates, so you act before users complain.
Signal escalations can be routed to Claude Code or Cursor with full context and deep links; the agent implements the smallest correct fix and opens a pull request.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
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-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.
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.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
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.
