ClusterMAX 2.0Bronze

Hot Aisle

Meets minimum criteria. Last category we directly recommend; often with inconsistent support or networking gaps.

ByJordan NanosDaniel NishballDylan Patel
Published

Hot Aisle Quick Stats

ClusterMAX Tier
Bronze (2 / 5)
Source Rating Cycle
ClusterMAX 2.0
GPUs Offered
MI300X, MI325X, MI355X
Slurm Support
Discussed in review
Kubernetes Support
Discussed in review
SOC 2 Mentioned
Yes
NCCL Benchmarks
Not in review
Last Updated
Nov 06, 2025

Want to model Hot Aisle cluster cost? Calculate H100, H200, B200 & GB200 NVL72 TCO with the ClusterMAX calculator.

Hot Aisle is an AMD-exclusive neo cloud offering MI300X GPUs in 1-way VMs or 8-way bare metal nodes, on-demand, at a competitive price. Recently, they completed a SOC 2 Type I attestation and achieved HIPAA compliance. Interestingly, they have also released 2-way and 4-way VMs, with the AMD xGMI interconnect passed through and available. This is a unique and competitive offering for developer machines. We know of a few users in the open-source ecosystem that test on Hot Aisle due to flexibility and representative, real-world performance.

AMD’s xGMI interconnect available between 4x GPUs

At this time, Hot Aisle does not have shared storage, monitoring dashboards, health checks, modern security practices, RBAC, vertically integrated support, or the ability to run at scale (i.e. anything more than 2 or 4 machines at a time). They claim to have slurm or kubernetes on their website, but when we reached out for help it was not setup. The first time we tried to test, Hot Aisle was unavailable and did not have any bare metal servers or virtual machines available for us to use, though we were able to grab some later on.

Business is booming – only 3 GPUs available!

It is difficult to understand how Hot Aisle will make progress beyond providing cheap MI300X while the market moves to MI325X and MI355X. While other providers already full set up and offering access to paying customers for MI355X since September, Hot Aisle’s MI355X may not come until the end of this year, or even into early next year. Focusing on individual developer machines instead of clusters is a niche, focusing on AMD GPUs instead of NVIDIA GPUs is a niche, and focusing on the MI300X instead of the MI325X or MI355X is a niche. So, a niche of a niche of a niche market.

Hot Aisle GPU Cloud FAQ

What tier is Hot Aisle in ClusterMAX?

Hot Aisle is rated Bronze tier in the ClusterMAX 2.0 GPU cloud rating system by SemiAnalysis (with the ClusterMAX 2.1 Update applied April 2026). Bronze is the lowest tier ClusterMAX directly recommends. Meets minimum criteria. Last category we directly recommend; often with inconsistent support or networking gaps.

Is Hot Aisle SOC 2 Type II certified?

Hot Aisle's review on ClusterMAX explicitly discusses SOC 2 posture. See the Security section of the Hot Aisle review for the current SOC 2 status, scope of the report, and any related attestations (ISO 27001, HIPAA) tracked by SemiAnalysis.

Does Hot Aisle support Slurm?

Yes. The Hot Aisle review on ClusterMAX covers their Slurm offering — including whether it is managed, self-managed, or runs as Slurm-on-Kubernetes (SUNK, Soperator, or Slinky). See the Orchestration section of the review for the specific Slurm flavor offered and SemiAnalysis' hands-on experience.

Does Hot Aisle support Kubernetes?

Yes. The Hot Aisle review on ClusterMAX covers their Kubernetes offering — whether managed Kubernetes is provided, what control plane is used, and how GPU operator, networking, and storage integrate. See the Orchestration and Storage sections of the review for details.

What GPUs does Hot Aisle offer?

Based on the SemiAnalysis hands-on review, Hot Aisle offers (or has been publicly tied to) the following NVIDIA / AMD GPU SKUs: MI300X, MI325X, MI355X. Specific inventory, region availability, and on-demand vs reserved access are detailed in the Hot Aisle ClusterMAX review.

What is the NCCL all-reduce performance on Hot Aisle?

Hot Aisle's ClusterMAX review does not yet publish hands-on NCCL all-reduce results. NCCL all-reduce bandwidth is the standard SemiAnalysis benchmark for InfiniBand / RoCE health on GPU clusters — see the ClusterMAX /health-checks page for the full benchmark methodology.

How does Hot Aisle compare to CoreWeave?

CoreWeave is the only ClusterMAX Platinum provider, while Hot Aisle is rated Bronze. The Hot Aisle review documents the specific gaps versus CoreWeave across the 10 ClusterMAX criteria (Security, Lifecycle, Orchestration, Storage, Networking, Reliability, Monitoring, Pricing, Partnerships, Availability). See the Hot Aisle review body and the ClusterMAX /criteria page for the full comparison framework.

Is Hot Aisle recommended for LLM training?

Hot Aisle is in a ClusterMAX tier that SemiAnalysis directly recommends for production GPU workloads (Platinum / Gold / Silver / Bronze). The Hot Aisle review details which workload profiles fit best — large-scale pretraining, fine-tuning, on-demand experimentation, or inference — based on hands-on cluster testing.

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