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Prime Intellect vs Ukiyo

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

Prime Intellect compared with Ukiyo
DetailPrime Intellect logo Prime IntellectUkiyo logo Ukiyo
What it doesThe Open Superintelligence Stack Rent GPU compute with a prepaid budget
StageStartup Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelPaid Paid
PricingCompute on-demand: H200 starting at $0.47/HR to $1.99/HR, B300 at $4.99/HR, B200 at $3.49/hr, H100 at $2.43/HR (Spot $0.94/HR). Reserved clusters available with quotes from 50+ datacenters. 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
  • 2,500+ RL environments on the Hub
  • 100+ open-source model evaluations
  • Managed training workflows with full visibility
  • GLM-5.3 hosted inference
  • OpenAI-compatible API
  • SLURM and Kubernetes orchestration
  • Infiniband networking for distributed training
  • Grafana monitoring dashboards
  • Secure code sandboxes for RL
  • 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
  • Integrated stack combining training, inference, compute and evaluations in one platform
  • Backed by leading investors including NVIDIA, Founders Fund, and AI researchers
  • Large-scale open-source community with 2,500+ environments and models
  • Applied research team providing hands-on support for training
  • Competitive pricing with spot market and reserved cluster options
  • 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)73 no change since last checkNot checked yet
Trust Flow (Majestic)200
Citation Flow (Majestic)4513
Referring domains (Majestic)29891

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