What does GMI Cloud actually sell?

GMI Cloud sells reserved GPU clusters and on-demand GPU instances on NVIDIA hardware, a managed inference engine, and — at the top end — entire sovereign AI factories delivered with national partners in Taiwan and Japan.

Who should choose GMI Cloud?

GMI Cloud fits teams that need Asia-Pacific GPU capacity or data residency, and governments or enterprises building sovereign AI infrastructure. It is less suited to workloads that are strictly US or EU latency-bound.

How big is GMI Cloud in 2026?

As of mid-2026 GMI Cloud operates a $500 million Taiwan data center with about 7,000 GB300 GPUs, has announced a $12 billion 1GW sovereign AI initiative in Japan, and is an NVIDIA Reference Cloud Platform Provider.

GMI Cloud: Sells GPU clusters wrapped in sovereignty — The Compute Ladder

The two-sided view

What GMI Cloud sells — and what it buys

Atomic unit sold

Reserved GPU clusters and on-demand instances (H100 from ~$2.00/hr, H200 ~$2.50/hr, GB200/B300 systems), an inference-engine layer — and increasingly, entire sovereign AI factories as a product.

What they buy

Power (strategic investor Banpu supplies energy), data-center buildouts in Taiwan, Japan and Colorado, and hardware co-developed with Wistron.

Verified 4 July 2026

Scale proof

$12B

sovereign AI initiative in Kagoshima, Japan (Mar 2026) with Wistron — scaling to 1GW, among the largest sovereign-AI commitments in Asia

~7,000

NVIDIA GB300s in the $500M Taiwan data center operational March 2026 — 96 racks, ~16MW, utilization described by the CEO as almost full

$93M+

raised, Series A led by Headline Asia with strategic investors Banpu (power) and Wistron (hardware)

named early Taiwan customers: TECO, Wistron, Trend Micro; NVIDIA Reference Cloud Platform Provider

The strategy

The bet

That the APAC sovereignty wave — the Taiwan–Japan–US triangle — is a bigger prize than the US spot market, and that being the national partner beats being the cheapest cloud.

Deal-making

Natural counterparty

APAC-rooted inference platforms and AI startups needing regional serving capacity, plus governments and manufacturers building sovereign capability.

Buyer fit

Choose GMI Cloud when

You need APAC capacity, data residency in Asia, or Blackwell-class hardware without hyperscaler pricing.

Look elsewhere when

Your workload is US or EU latency-bound.

Private ledger

Five fields we track but don’t publish

Everything above is public and verifiable. The fields below change weekly and are verified directly with each provider — they live in a private supply-demand ledger, not on this page.

Available capacity, next 90 daysGPU type · quantity · location · online date

Effective price floorreserved · per-GPU-hour, at volume

Idle-inventory posturecurrent utilization pressure

Preferred deal structureattach terms · co-sell terms

Capacity-partnerships ownerthe person who signs

Ask about GMI Cloud’s current posture → Answered case-by-case, with the provider’s consent.