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GMI Cloud vs Lium: Pricing, Specs, Strengths & Weaknesses

Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for GMI Cloud and Lium. Rates sourced from public APIs — verify current availability and billing terms before purchasing.

Overview

Attribute
Provider type
Specialist
Marketplace
Founded
2023
2023
Headquarters
United States
United States
Billing model
On-demand
Per-second (spot and secure tiers)
Min commitment
None
None (15-min balance required to start)
Support tier
Standard
Standard
Regions
2 regions
1 regions

Strengths & Best For

GMI Cloud

GMI Cloud provides H100 and H200 GPU clusters across US and APAC regions with NVLink interconnects for high-bandwidth distributed AI training and large-scale LLM inference. Competitive on-demand pricing and large cluster support make it a strong option for APAC-based AI teams that need flagship NVIDIA hardware without the latency of US-only providers. A reliable specialist GPU cloud for organizations running multi-node training workloads across North America and Asia-Pacific.

Strengths
  • Competitive H100/H200 pricing
  • APAC region availability
  • High-bandwidth interconnects
  • Large cluster support
Weaknesses
  • Small provider — limited scale for very large clusters
  • Less mature platform vs CoreWeave or Lambda
  • Limited ecosystem integrations
Best For
Large-scale trainingAPAC-based teamsH200 workloads
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Lium

Lium (operated by Datura AI Corp) is a GPU marketplace offering H100, H200, A100, and other GPU nodes with per-second billing and no minimum rental period. A prepaid balance sufficient to cover 15 minutes is required to start a rental; billing stops the moment you end it. Spot and secure node tiers are available. Check the live table for current availability and rates.

Strengths
  • Per-second billing — pay only for what you use
  • Minimum rentable GPUs varies by node — single GPUs to whole 8-GPU nodes
  • Spot and secure node tiers
  • H100, H200, A100 and other GPU models available
  • Marketplace prices move as nodes rent out
Weaknesses
  • Marketplace model — hardware availability varies by node
  • Smaller provider with limited scale
  • Less mature ecosystem vs established providers
Best For
Short-burst GPU workloadsCost-sensitive training with per-second billingTeams wanting flexible on-demand GPU access
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Live GPU Pricing

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Region Coverage

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Key differences

GMI Cloud

US and APAC H100/H200 clusters with competitive on-demand pricing

Lium

GPU marketplace — per-second billing, no minimum rental period

AttributeGMI CloudLium
Provider typespecialistmarketplace
Billing modelOn-demandPer-second (spot and secure tiers)
Min commitmentNoneNone (15-min balance required to start)
Regions2 (US, APAC)1 (Various)
Support tierStandardStandard
Best forLarge-scale training, APAC-based teamsShort-burst GPU workloads, Cost-sensitive training with per-second billing
Founded / HQ2023 · United States2023 · United States