SemiAnalysis
ClusterMAX 2.0 — Underperforming

Akamai/Linode

Can rise to Bronze or Silver quickly if critical issues are fixed (security attestation, modern GPUs, etc.).

ByJordan NanosDaniel NishballDylan Patel
Published

Akamai/Linode Quick Stats

ClusterMAX Tier
Underperforming (1 / 5)
Source Rating Cycle
ClusterMAX 2.0
GPUs Offered
Not detailed in review
Slurm Support
Discussed in review
Kubernetes Support
Discussed in review
SOC 2 Mentioned
Not flagged
NCCL Benchmarks
Not in review
Last Updated
Nov 06, 2025

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

Akamai is a CDN giant that made a $900M acquisition of Linode in March 2022 to build a cloud from a foundation of datacenters, networking, and free cash flow. The scene was set for ChatGPT to launch later that year. Unfortunately, Akamai’s entry into the GPU cloud market has been a case study in missed opportunities. Akamai has completely ignored all high end GPUs and instead focuses on the RTX 6000 Blackwell.

Unsurprisingly, the platform has no managed Slurm cluster, and its Kubernetes engine is not optimized for GPU servers.

Akamai’s strategy seems focused on single-node, small-scale inference or developer VMs, which is a crowded, low-margin market. For a company with their resources, this lack of ambition is a significant disappointment to us.

Akamai/Linode GPU Cloud FAQ

What tier is Akamai/Linode in ClusterMAX?

Akamai/Linode is rated Underperforming tier in the ClusterMAX 2.0 GPU cloud rating system by SemiAnalysis (with the ClusterMAX 2.1 Update applied April 2026). Underperforming is flagged by ClusterMAX as underperforming — capable of reaching Bronze or Silver if critical gaps are fixed. Can rise to Bronze or Silver quickly if critical issues are fixed (security attestation, modern GPUs, etc.).

Is Akamai/Linode SOC 2 Type II certified?

Akamai/Linode's ClusterMAX review does not flag a SOC 2 Type II attestation as confirmed. SemiAnalysis treats SOC 2 Type II as a baseline expectation for any GPU cloud serving enterprise or regulated AI workloads — see the ClusterMAX criteria page for the full security baseline.

Does Akamai/Linode support Slurm?

Yes. The Akamai/Linode 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 Akamai/Linode support Kubernetes?

Yes. The Akamai/Linode 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 Akamai/Linode offer?

The Akamai/Linode ClusterMAX review covers their current GPU inventory and on-demand availability. SemiAnalysis tracks H100, H200, B200, GB200 NVL72, GB300 NVL72, and MI300X / MI355X availability across all 85 providers in the ClusterMAX 2.0 + 2.1 cohort.

What is the NCCL all-reduce performance on Akamai/Linode?

Akamai/Linode'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 Akamai/Linode compare to CoreWeave?

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

Is Akamai/Linode recommended for LLM training?

Akamai/Linode's current ClusterMAX rating (Underperforming) means SemiAnalysis does not directly recommend Akamai/Linode for production LLM training without first addressing the specific gaps called out in the review. See the Akamai/Linode review for the gating issues and see the ClusterMAX /cloudreview index for currently recommended alternatives in Platinum / Gold / Silver / Bronze.

All ClusterMAX™ 2.0 + 2.1 reviews

Platinum
Gold
Silver
Bronze
Underperforming
Unavailable