Snyk AI vs AirLLM

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

Snyk AI

Snyk AI (DeepCode AI) leverages hybrid AI models trained on millions of open-source projects to detect security vulnerabilities in real-time.

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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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AttributeSnyk AIAirLLM
Pricing typeFree + paid (from $25/mo)Free
Korean supportNoNo
PlatformsWeb, Desktop, CLI, IDE Plugin, APILinux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon
Open sourceNoYes
API availableAvailable-
SDKAvailable-
LLM-basedYes-
Multimodal--
AI modelDeepCode AI (Hybrid Model), Snyk Agent FixLlama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma
GitHub Stars-33.8K
VendorSnykAnima AI LLC
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Snyk AI key features

  • Real-time AI code analysis
  • AI-powered Auto-fix suggestions
  • Open-source vulnerability scanning
  • IaC security analysis
  • Container security scanning
  • IDE & CI/CD integration

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