Manaflow vs ZCode

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

Manaflow

Manaflow is an open-source applied AI lab developing interfaces for the future of software engineering, primarily through cmux.

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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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AttributeManaflowZCode
Pricing typeFreeFree + paid (from $18/mo)
Korean supportNoNo
PlatformsWeb, DesktopmacOS, Windows, Linux
Open sourceNoNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYes-
AI model-GLM
GitHub Stars26.3K-
VendorManaflowZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Manaflow key features

  • Universal coding agent manager for Claude, Codex, Gemini CLI, etc.
  • Cloud sandboxes and VS Code + browser preview environments
  • Code diff evaluation, heatmap viewer, and UI screenshot capture

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