ZCode vs AirLLM

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

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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AirLLM

Open-source Python library that runs very large language models on low-memory GPUs by streaming model layers one at a time.

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AttributeZCodeAirLLM
Pricing typeFree + paid (from $18/mo)Free
Korean supportNoNo
PlatformsmacOS, Windows, LinuxLinux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon
Open sourceNoYes
API available--
SDK--
LLM-basedYes-
Multimodal--
AI modelGLMLlama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma
GitHub Stars-33.8K
VendorZ.AI Co., Ltd.Anima AI LLC
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

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

AirLLM key features

  • Reducing GPU memory usage through layer-wise model streaming
  • Supporting inference of 70B-class models on a single 4GB GPU
  • AutoModel interface based on Hugging Face model IDs
  • 4-bit and 8-bit block-wise model compression
  • Supporting CPU inference and Apple Silicon macOS
  • Supporting various model families including Llama, Qwen, DeepSeek, and Mistral