AgentX records 35,826 monthly visits with -11.8% month-over-month growth and Freemium pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.
Enterprise platform for building, evaluating and shipping AI agents
Build, deploy, and govern production-ready agentic AI workflows
| Dimension / Metric | | |
|---|---|---|
| Official Domain | agentx.so | dify.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 35.83K (35,826) | 819.69K (819,691) |
| MoM Traffic Delta | -4.8K (-11.8%) | -144.26K (-15%) |
| Primary Market & Share | 🇺🇸 United States (20.1%) | 🇨🇳 China (46.7%) |
| Direct Visits / mo | 14.36K | 470.6K |
| User Rating | 4.3 | 4.8 |
| Supported Platforms | Website | Website |
Enterprise platform for building, evaluating and shipping AI agents
Design drag-and-drop workflows where each agent has a defined role, instructions, model, memory and tools, with branching logic and human handoff.
Run agents against test sets, score multiple runs per version and track regressions before anything reaches production users.
LLM-as-judge scoring and 24/7 behavioural monitoring catch hallucinations and broken tool calls while the agent is live.
Stream traces from LangChain, CrewAI, OpenAI Agents SDK, Anthropic or Google ADK into one pipeline for explainable agent decisions.
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.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
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.
SpecialistAgent orchestration platform for your whole software development lifecycle
SpecialistAgent orchestration platform for your whole software development lifecycle
SpecialistA secure environment where teams build, deploy and govern AI agents, apps and automations
SpecialistA 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.
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.
