Lilac vs ZCode

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

Lilac

Lilac connects startups with idle enterprise GPUs to reduce costs and automate Kubernetes-based compute infrastructure.

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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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AttributeLilacZCode
Pricing typeFreeFree + paid (from $18/mo)
Korean supportNoNo
PlatformsWeb, Linux, DockermacOS, Windows, Linux
Open sourceYesNo
API available--
SDK--
LLM-based-Yes
Multimodal--
AI model-GLM
GitHub Stars1.1K-
VendorLilacZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Lilac key features

  • Idle GPU aggregation
  • Kubernetes integration
  • Automated resource allocation

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