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Magni vs Ukiyo

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

Magni compared with Ukiyo
DetailMagni logo MagniUkiyo logo Ukiyo
What it doesNear-silicon inference Rent GPU compute with a prepaid budget
StageNot given Not given
FoundedNot given Not given
Based inUS 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
  • Multi-model optimization on any hardware within days
  • Agent swarms for inference optimization
  • 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
  • Reaches near-silicon performance limits on existing GPU hardware
  • Works on any model and any hardware without replacement
  • Rapid deployment within days rather than weeks or months
  • 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)4 +4 (up) 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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