Preferred Networks vs ZCode

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

Preferred Networks

Preferred Networks (PFN) is Japan's leading AI startup specializing in deep learning and its industrial applications.

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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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AttributePreferred NetworksZCode
Pricing typeFrom $6.13/moFree + paid (from $18/mo)
Korean supportNoNo
PlatformsWeb, API, DesktopmacOS, Windows, Linux
Open sourceNoNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYes-
AI modelPLaMo, Custom Deep Learning ModelsGLM
GitHub Stars--
VendorPreferred Networks, Inc.Z.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
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Preferred Networks key features

  • Development of MN-Core AI accelerators
  • Industrial robot automation solutions
  • Autonomous driving R&D
  • AI for bio-healthcare and drug discovery
  • Development of PLaMo LLM
  • Computer vision for manufacturing optimization

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