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Avian vs Lucebox

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

Avian compared with Lucebox
Detail AvianLucebox logo Lucebox
What it doesFast, affordable AI inference API with pay-per-token pricing and dedicated GPU compute 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 inUS Not given
Pricing modelPaid Paid
PricingInference API: DeepSeek V4.1 Flash from $0.1275/M input tokens and $0.51/M output tokens. DeepSeek V4 Flash from $0.14/M input and $0.28/M output. DeepSeek V4 Pro 0813 from $0.561/M input and $1.683/M output. MiniMax M3 from $0.255/M input and $1.02/M output. GLM-5.3 from $1.19/M input and $3.74/M o 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
  • Pay-per-token pricing with no subscriptions or minimums
  • Access to 10+ frontier open-source models including DeepSeek, MiniMax, GLM, Kimi and MiMo
  • OpenAI-compatible API for drop-in integration
  • NVIDIA B200 and B300 GPUs with speculative decoding
  • Multi-region deployment for low-latency responses
  • Zero cold start times with always-warm inference
  • SOC/2 approved infrastructure with zero data retention
  • Dedicated 8-GPU HGX nodes available prepaid for 12-36 months
  • Compatible with 20+ coding tools including Cursor and Claude Code
  • Vision analysis, web search and native tool calling built-in
  • 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
  • Industry-leading inference speed: 489 tokens per second on DeepSeek V4.1 Flash
  • Dramatically lower costs than competitors: $0.51 per million output tokens vs $10.00 for GPT-4o
  • First to deploy DeepSeek R1 at scale with 351 tokens per second
  • Enterprise-grade security with SOC/2, GDPR compliance and zero data retention
  • 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)48 −1 (down) since last check18 −1 (down) since last check
Trust Flow (Majestic)814
Citation Flow (Majestic)3532
Referring domains (Majestic)355163

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