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Contextwaise vs Ukiyo

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

Contextwaise compared with Ukiyo
DetailContextwaise logo ContextwaiseUkiyo logo Ukiyo
What it doesContext optimization for production AI Rent GPU compute with a prepaid budget
StageMVP Not given
FoundedNot given Not given
Based inGB Not given
Pricing modelFreemium Paid
PricingFree: 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. Rentals start at $5. Pricing varies by GPU model and availability. Hourly rates are shown at checkout with budget and estimated runtime calculated for the selected configuration.
Key features
  • 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
  • Live GPU catalog with current inventory and pricing
  • Payment via x402 v2 or MPP without account signup
  • API, CLI, MCP server, and Agent Skill automation tools
  • SSH and Jupyter access to instances
  • Clean Ubuntu environment with NVIDIA CUDA preinstalled
  • Budget-based rental with transparent hourly pricing at checkout
  • Live ghost/stall fallback for failed provider instances
  • Money-back guarantee if GPU cannot be started
What makes it different
  • 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
  • No account required for agent payments via blockchain protocols
  • Flexible budget-based rental with live pricing
  • Multiple automation interfaces for developers
  • Telegram-based guided rental flow
  • Instant provisioning after payment with credentials delivered in minutes
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check1 no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)1913
Referring domains (Majestic)21

5 details filled in for both companies.

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