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GMI Cloud vs Vast.ai: Pricing, Specs, Strengths & Weaknesses

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

Overview

Provider type
Specialist
Marketplace
Founded
2023
2017
Headquarters
United States
San Francisco, CA
Billing model
On-demand
Per-second on-demand, Interruptible, Reserved
Min commitment
None
None
Support tier
Standard
Community → Enterprise
Regions
2 regions
4 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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Vast.ai

Vast.ai is a GPU marketplace where prices are set by supply and demand across 40+ data centers. 68+ GPU types spanning Blackwell, Hopper, Ada Lovelace, Ampere, Turing, Volta, Pascal — from B300 and H200 down to RTX 3090. Three pricing tiers: On-Demand (higher availability), Interruptible (lower cost, interruptible), Reserved (committed pricing). Per-second billing, no lock-in. SOC 2 certified. Check the live table for current rates.

Strengths
  • B300, H200, H100 — competitive frontier pricing on marketplace rates
  • RTX 5090, RTX 4090 — consumer GPU inference at marketplace rates
  • 68+ GPU types from RTX 3060 to B300 — wide selection
  • Per-second billing, no minimum hours, no lock-in
  • Interruptible tier: lower cost than on-demand
  • SOC 2 certified
Weaknesses
  • Marketplace model — hardware quality and reliability varies by host
  • No enterprise SLAs or uptime guarantees
  • Interruptible instances can be reclaimed at any time
Best For
Budget AI training and fine-tuningBatch inference on consumer GPUsTeams needing maximum GPU varietyResearchers avoiding waitlists and quotas
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Live GPU Pricing

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Region Coverage

Vast.ai — 4 regions
USEUAPACVarious (40+ data centers)

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Key differences

GMI Cloud

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

Vast.ai

B300, H200, RTX 5090 — 68+ GPU types, per-second billing

AttributeGMI CloudVast.ai
Provider typespecialistmarketplace
Billing modelOn-demandPer-second on-demand, Interruptible, Reserved
Min commitmentNoneNone
Regions2 (US, APAC)4 (US, EU, APAC, +1)
Support tierStandardCommunity → Enterprise
Best forLarge-scale training, APAC-based teamsBudget AI training and fine-tuning, Batch inference on consumer GPUs
Founded / HQ2023 · United States2017 · San Francisco, CA