LangGraph vs AirLLM

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

LangGraph

LangGraph is a library for building stateful, multi-actor applications with LLMs, built on top of LangChain.

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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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AttributeLangGraphAirLLM
Pricing typeFree + paid (from $39/mo)Free
Korean supportYesNo
PlatformsWeb, API, CLI, DesktopLinux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon
Open sourceYesYes
API availableAvailable-
SDKAvailable-
LLM-basedYes-
MultimodalYes-
AI modelGPT, Claude, LlamaLlama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma
GitHub Stars-33.8K
VendorLangChain Inc.Anima AI LLC
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

LangGraph key features

  • Cyclic Graph Support
  • State Persistence & Checkpointing
  • Human-in-the-loop Workflows
  • Multi-agent Orchestration
  • LangSmith Integration
  • Real-time Streaming

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