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Wirkung vs Ukiyo

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

Wirkung compared with Ukiyo
DetailWirkung logo WirkungUkiyo logo Ukiyo
What it doesEverything has an algorithm Rent GPU compute with a prepaid budget
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelNot given Paid
PricingNot given 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
  • Constant-state attention: models serve any context length from the same memory per request
  • HCGM: models run from disk storage instead of memory
  • M-Rail: context processed by a model can be reused instantly in future requests
  • CPUDA/sGPU: run unmodified CUDA programs on CPUs with bit-identical results
  • Organ grafting: transfer capabilities between models without training
  • Personal instruction set (ISA) compiled on device from phone signals
  • Population ISA: compile laws from many people without personal records
  • Digital twins of customers, fleets, cities or markets
  • Results identical across all machines and architectures
  • Computation cost follows novelty not data size
  • 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
  • Constant memory cost regardless of context length or data size
  • Exact reuse: every computed result is kept and reused instantly
  • Portable execution with bit-identical results across all hardware
  • Models run from storage without retraining or fitting in memory
  • Privacy-preserving: raw data never leaves the device
  • 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)00
Citation Flow (Majestic)013
Referring domains (Majestic)01

3 details filled in for both companies.

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