AirLLM vs Superagent

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

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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Superagent

Superagent provides red teaming security for AI agents to prevent data leaks and harmful outputs.

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AttributeAirLLMSuperagent
Pricing typeFreeFree + paid (from $1.5/mo)
Korean supportNoNo
PlatformsLinux, macOS, CUDA-enabled NVIDIA GPUs, Apple SiliconWeb, Python, TypeScript
Open sourceYesYes
API available-Available
SDK-Available
LLM-based-Yes
Multimodal-Yes
AI modelLlama, Qwen, DeepSeek, Mistral, Mixtral, Phi, GemmaClaude, GPT, Gemini
GitHub Stars33.8K6.6K
VendorAnima AI LLCSuperagent
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

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

Superagent key features

  • Red teaming assessments with specialized attack agents
  • Black-box testing of production systems
  • Shareable Safety Page for security verification
  • Findings and remediation guidance