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Hostnot GPU vs Lucebox

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Hostnot GPU compared with Lucebox
DetailHostnot GPU logo Hostnot GPULucebox logo Lucebox
What it doesOn-demand GPU cloud compute for AI, LLM inference and development Local AI workstation for private inference with up to 192 GB of unified memory and 32 GB Radeon GPU
StageNot given Not given
FoundedNot given Not given
Based inAE Not given
Pricing modelPaid Paid
PricingNot given Developer: starting at $5,999 USD (128 GB memory, 2 TB storage). Memory upgrade to 192 GB adds $2,200. Storage upgrade to 4 TB adds $250. Cluster kit $799 per machine. Business pricing available by quote. Worldwide shipping, import duties and taxes outside US included. No sales tax in US.
Key features
  • Live GPU marketplace with real-time capacity and pricing
  • Wallet-first authorization with fund reservation before compute request
  • SSH-ready GPU instances with public key access
  • Serverless inference with supported model catalog and API
  • Deploy templates for repeatable environments
  • Scoped developer API for capacity, usage, and inference automation
  • Support for open-source AI models on GPU instances
  • Multiple compute regions with dynamic availability
  • 39 available GPU offerings with 7 GPU types
  • 50 serverless models in model catalog
  • Run DeepSeek V4 Flash and Qwen 27B models
  • Browser-based setup over encrypted Bluetooth
  • Private OpenAI-compatible API
  • Lucebox Mix: run two models simultaneously
  • Headless Ubuntu Server with pre-installed inference engine
  • Optional Tailscale integration for remote access
  • Optional cluster kit with 100 GbE networking
What makes it different
  • Server-side pricing calculation with transparent customer rates shown before authorization
  • Wallet-first deployment model prevents surprise charges
  • Clear operational state and control without opaque claims or sales processes
  • Flexible deployment options with persistent instances or serverless workflows
  • Developer-first API with scoped credentials and idempotency keys
  • No per-token billing or cloud dependencies
  • 1.5x faster decode speed than DGX Spark
  • Hardware and software co-designed for optimal performance
  • Completely private: runs offline with no cloud proxy
  • Open source inference engine with tuned models
Community votes00
DR (Domain Rating by Ahrefs)16 +1 (up) since last check18 −1 (down) since last check
Trust Flow (Majestic)814
Citation Flow (Majestic)2632
Referring domains (Majestic)36163

4 details filled in for both companies.

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