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kibbu vs Lucebox

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

kibbu compared with Lucebox
Detailkibbu logo kibbuLucebox logo Lucebox
What it doesRun your product's AI features on machines you already own 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 inIL Not given
Pricing modelNot given 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
  • OpenAI-compatible API
  • Zero data retention
  • Automatic idle detection and workload routing
  • MDM-based agent installation
  • Cloud fallback with transparent logging
  • Support for Macs, Windows and Linux
  • Memory and speed estimation for models
  • Optional on-premises deployment
  • Data routing controls for sensitive workloads
  • 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
  • Costs stay flat as you grow because you pay for electricity instead of per-token cloud fees
  • Only uses idle time, stepping back immediately when users return
  • Code stays the same - just change the API base URL and key
  • Works with hardware you already own without buying new equipment
  • No data storage of prompts or responses
  • 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)Not checked yet −1 (down) since last check18 −1 (down) since last check
Trust Flow (Majestic)014
Citation Flow (Majestic)1632
Referring domains (Majestic)3163

3 details filled in for both companies.

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