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Lium vs Contextwaise

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

Lium compared with Contextwaise
DetailLium logo LiumContextwaise logo Contextwaise
What it doesAgent-first GPU compute marketplace with per-second billing Context optimization for production AI
StageNot given MVP
FoundedNot given Not given
Based inKN GB
Pricing modelPaid Freemium
PricingNot given 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
  • Per-second billing with no minimum
  • Agent skill for AI coding agents
  • Prepaid balance with card or crypto payment
  • 94 GPU models from data center to consumer class
  • Provider-set pricing with 95% provider share
  • Public price feeds and API access
  • Model Context Protocol server for AI documentation search
  • 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
  • Agent-first design with one-command GPU provisioning
  • Providers set own prices on open marketplace
  • No minimum rental period or reservation required
  • Crypto payment option with 2.5% bonus
  • 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)44 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)96
Citation Flow (Majestic)2719
Referring domains (Majestic)3722

5 details filled in for both companies.

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