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AptAI vs Ukiyo

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

AptAI compared with Ukiyo
DetailAptAI logo AptAIUkiyo logo Ukiyo
What it doesUniversal serverless adapter serving for LLMs Rent GPU compute with a prepaid budget
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid 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
  • Adapter registry with 191+ production-ready fine-tunes for discovery
  • In-browser A/B testing playground to compare adapters against base models
  • One-click deployment to serverless API endpoints with OpenAI-compatible format
  • Multi-adapter serving on single base model with zero cold starts
  • Automated fine-tuning with Unsloth-optimized kernels
  • Creator monetization with per-token revenue sharing
  • IP protection with managed endpoints and no public weight downloads
  • Framework integration as OpenAI-compatible proxy
  • 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
  • 2x-5x faster fine-tuning using Unsloth-optimized kernels compared to traditional methods
  • Creators earn 70% revenue share on every token served through their adapters
  • 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 checkNot checked yet
Trust Flow (Majestic)30
Citation Flow (Majestic)1313
Referring domains (Majestic)101

4 details filled in for both companies.

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