neocloud · kubernetes · Layer 2.5
GMI Cloud
Workloads that need Asian regions without going to a hyperscaler.
high portability Portable. The workload is standard enough to move to another vendor without a rewrite.
What you are buying
- Business model
- Purpose-built GPU cloud. Owns or leases its own datacentre capacity and sells it directly.
- How you reach it
- You get a cluster. Assumes you already run Kubernetes at scale.
- Accelerators
- H100, H200, B200, GB200
- Regions
- US, Asia
- Pricing model
- On-demand and reserved, published.
- Getting started
- Self-serve and sales.
- Capacity
- NVIDIA-partnered; Asia footprint is unusual at this tier.
- Ownership
- Private.
Verified 2026-09-09. Fields reading “not published” are exactly that — we do not estimate a figure a vendor withholds.
The counterparty
Small and private.
A multi-year GPU commitment is a credit decision wearing a cloud contract. This is the section no benchmark covers and the one that decides what happens to your workload in 2028.
The catch
Less established brand in the US, which matters mainly for hiring and community support.
The economics
Reported around $2.00-$2.60/GPU-hour on H100/H200 — near the bottom of the genuine-datacentre band, against roughly $6.31 at CoreWeave for an H200. On continuous operation that gap is thousands of dollars a month per GPU.
No rate is quoted on this page on purpose. Published list prices at this layer move weekly and essentially nobody signing a real contract pays them. Dated, sourced figures live in the GPU rental price index, where the spread between the cheapest and dearest seller of the identical chip runs to roughly 9x.
The layers underneath this one
Whatever you rent here is a chip in a building that needs power. In 2026 megawatts, not silicon, are the binding constraint on the whole industry — a frontier rack draws 120–200 kW against a 2026 average near 27 kW, and the US interconnection queue exceeds 2,600 GW.
Layer 2 — Silicon · Layer 1 — Energy · The interconnection queue · Tokens per watt
Compared against
- GMI Cloud vs CoreWeave — Roughly $2.60 against roughly $6.31 on an H200 — a $2,664 monthly gap per GPU at continuous run.Compare with CoreWeave