Decipher AI vs AirLLM

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

Decipher AI

Decipher AI is an agentic QA platform for the AI coding era that generates and maintains E2E tests as you ship code.

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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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AttributeDecipher AIAirLLM
Pricing typeFree + paid (from $199/mo)Free
Korean supportNoNo
Platformsmobile, web, cli, desktop, apiLinux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon
Open sourceNoYes
API availableAvailable-
SDKAvailable-
LLM-basedYes-
MultimodalYes-
AI model-Llama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma
GitHub Stars-33.8K
VendorDecipher AIAnima AI LLC
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Decipher AI key features

  • Generate tests via screen recording or flow description
  • Self-healing tests that adapt to UI changes automatically
  • Real-time monitoring and alerting for production bugs
  • Automated ticket creation with reproduction steps
  • Smart caching for faster test execution

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