Lucebox vs TokenGO

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 TokenGO
Detail	Lucebox	TokenGO
What it does	Local AI workstation for private inference with up to 192 GB of unified memory and 32 GB Radeon GPU	Self-operated inference API for open-weight LLMs and video models
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Paid	Paid
Pricing	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.	Standard (pay-as-you-go, under $1K/month): List price with unified API, cost monitoring, usage limits, unlimited seats. Growth ($1K-$15K/month): 20% volume discount, quarterly billing, priority support, SLA. Scale ($15K-$40K/month): 30% volume discount, dedicated support, DPA. Custom ($40K+/month):
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	Zero-retention privacy policy Smart routing optimization Hardware adaptation per request Inference engine kernel optimization KV cache layer for token reuse Unified API across model catalog Cost and usage monitoring Volume-based tiered discounting Data Processing Agreement available
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	Single API key for access to leading models like DeepSeek, Kimi, and Qwen Enterprise uptime and service guarantees without separate integrations Zero-retention privacy with US governance and DPA support Cost-efficiency through kernel optimization adopted by frontier labs No integration rewrite required for teams already using OpenAI-compatible APIs
Community votes	0	0
DR (Domain Rating by Ahrefs)	18 −1 (down) since last check	17 no change since last check
Trust Flow (Majestic)	14	4
Citation Flow (Majestic)	32	27
Referring domains (Majestic)	163	77

5 details filled in for both companies.

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