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GMI Cloud vs Voltage Park: Pricing, Specs, Strengths & Weaknesses

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

Overview

Provider type
Specialist
Specialist
Founded
2023
2023
Headquarters
United States
San Francisco, CA
Billing model
On-demand
On-demand, Reserved (12+ months)
Min commitment
None
None (on-demand)
Support tier
Standard
Standard → Enterprise
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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Voltage Park

Voltage Park has merged with Lightning AI to create one place to build and ship AI. The combined platform offers 36,000 NVIDIA Hopper, Blackwell, and Grace Blackwell GPUs across 8,176-GPU InfiniBand clusters with 3,200 Gbps aggregate bandwidth (NVIDIA Quantum-2 InfiniBand). On-demand H100 available with no long-term contracts; reserved/long-term pricing available. Dell PowerEdge XE9680 servers with NVIDIA HGX H100s, 1TB RAM SXM, 52 vCPUs. Tier 3+ data centers. AI Factory products include GraphN, image/video/podcast generators, and model playground. Customers include Cursor, Caltech, Phind, Dream3D, Prime Intellect.

Strengths
  • On-demand H100 with no long-term contracts
  • 36,000 Hopper/Blackwell/Grace Blackwell GPUs
  • 8,176-GPU InfiniBand clusters, 3,200 Gbps bandwidth
  • Merged with Lightning AI — AI Factory + GPU Cloud combined
  • Tier 3+ data centers
  • Trusted by Cursor, Caltech, Phind, Prime Intellect
Weaknesses
  • Merger with Lightning AI creates product transition period
  • Primarily H100 Hopper — Blackwell availability limited
  • Fewer self-service features vs RunPod or Vast.ai
Best For
Large-scale AI training on H100 clustersAI labs needing InfiniBand multi-node clustersTeams building on Lightning AI platform
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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

Voltage Park

Merged with Lightning AI — H100 on-demand, 36,000 Hopper/Blackwell/Grace Blackwell GPUs

AttributeGMI CloudVoltage Park
Provider typespecialistspecialist
Billing modelOn-demandOn-demand, Reserved (12+ months)
Min commitmentNoneNone (on-demand)
Regions2 (US, APAC)1 (US)
Support tierStandardStandard → Enterprise
Best forLarge-scale training, APAC-based teamsLarge-scale AI training on H100 clusters, AI labs needing InfiniBand multi-node clusters
Founded / HQ2023 · United States2023 · San Francisco, CA