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Lucebox vs Contextwaise

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

Lucebox compared with Contextwaise
DetailLucebox logo LuceboxContextwaise logo Contextwaise
What it doesLocal AI workstation for private inference with up to 192 GB of unified memory and 32 GB Radeon GPU Context optimization for production AI
StageNot given MVP
FoundedNot given Not given
Based inNot given GB
Pricing modelPaid Freemium
PricingDeveloper: 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. Free: 1M context tokens (one-time). Pro: $15/month for 100M tokens/month, $0.18 per extra 1M tokens. Scale: $49/month for 350M tokens/month, $0.15 per extra 1M tokens. 30% off Pro or Scale for the first year for early access teams.
Key features
  • 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
  • Removes duplicate context and off-topic results
  • Works with any LLM provider
  • API and SDK integrations
  • Quality guard checks if kept context is sufficient
  • Local cleanup of tool output and JSON fields
  • Fallback to original context on service failure
  • Per-agent budgets and token limits
  • Savings report showing cost avoided
What makes it different
  • 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
  • Reduces input tokens to LLMs by 56–71% on average
  • Optimizes in milliseconds without slowing requests
  • No model or provider changes required
  • Every removal logged with reason and recoverable
Community votes00
DR (Domain Rating by Ahrefs)18 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)146
Citation Flow (Majestic)3219
Referring domains (Majestic)1632

5 details filled in for both companies.

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