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Tensorant vs Lucebox

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

Tensorant compared with Lucebox
DetailTensorant logo TensorantLucebox logo Lucebox
What it doesFine-tune and serve open-weight models on your own cloud GPUs without managing ML infrastructure 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 inNot given Not given
Pricing modelFreemium Paid
PricingFree: $0 (1 training run per month, 1 model deployment, 1 member); Starter: $49/month (5 training runs per month, 5 model deployments, 1 member); Pro: $199/month (unlimited training runs, 1,000 model deployments, 10 included members, $30/month for each extra seat); Enterprise: custom pricing. Free i 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
  • Train models with SFT, DPO, or RL using LoRA or QLoRA
  • Monitor training with real-time loss, time and cost tracking
  • Evaluate models by comparing base and tuned performance
  • Serve models as OpenAI-compatible API or wake-on-demand
  • Support for vision models including Gemma 4 and Qwen3.8
  • DPO preference learning from paired answers
  • Run budget-controlled experiments with hour and price limits
  • Download adapters as standard LoRA files or publish to Hugging Face
  • 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
  • No training scripts required; workflow runs in console, CLI or via AI agent
  • GPU costs billed by your provider with zero markup from Tensorant
  • Data stays in your own storage; Tensorant keeps only workflow records
  • Free plan covers complete workflow on one model from import to API
  • Models are downloadable and portable to other platforms
  • 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 no change since last check18 −1 (down) since last check
Trust Flow (Majestic)014
Citation Flow (Majestic)1632
Referring domains (Majestic)3163

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