Dify vs ZCode

A side-by-side comparison of features, pricing, and characteristics.

Dify

Dify is an open-source LLMOps platform designed to help developers build and operate LLM applications quickly.

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ZCode

An agentic development environment (ADE) desktop app by Z.ai built for planning, coding, reviewing, and deploying software powered by GLM-5.2.

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AttributeDifyZCode
Pricing typeFree + paid (from $49.17/mo)Free + paid (from $18/mo)
Korean supportNoNo
PlatformsWeb, API, DockermacOS, Windows, Linux
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYes-
AI modelGPT, Claude, Gemini, Llama, MistralGLM
GitHub Stars143.1K-
VendorLangGeniusZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Dify key features

  • Visual Workflow Orchestration
  • Built-in RAG Engine
  • Prompt IDE
  • AI Agent Builder
  • API-based Deployment
  • Log & Monitoring

ZCode key features

  • Goal-based task management for long-horizon planning and execution
  • Deep integration with GLM-5.2 reasoning and coding model
  • Multi-agent orchestration and coordination for development workflows
  • Mobile remote control via WeChat and Telegram
  • Built-in terminal, version control, and MCP support