ClusterMAX 2.0Underperforming

Salad Cloud

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

ByJordan NanosDaniel NishballDylan Patel
Published

Salad Cloud Quick Stats

ClusterMAX Tier
Underperforming (1 / 5)
Source Rating Cycle
ClusterMAX 2.0
GPUs Offered
B200, H200, H100
Slurm Support
Not flagged
Kubernetes Support
Not flagged
SOC 2 Mentioned
Yes
NCCL Benchmarks
Not in review
Last Updated
Nov 06, 2025

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

Salad Cloud is another decentralized marketplace that focuses primarily on consumer-grade gaming GPUs at reduced prices in their “Community Cloud” offering. In their “Secure Cloud” offering, there is no option for high-end GPUs such as the SXM H100, H200, or B200. Since ClusterMAX 1.0, we do appreciate that Salad Cloud is now SOC 2 Type 1 certified, and does not charge their customers for cold-boot startup times.

Source: security disclaimers on the Salad Cloud website

Salad Cloud GPU Cloud FAQ

What tier is Salad Cloud in ClusterMAX?

Salad Cloud 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 Salad Cloud SOC 2 Type II certified?

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

Does Salad Cloud support Slurm?

Salad Cloud's ClusterMAX review does not call out a first-party managed Slurm offering. Customers wanting Slurm-on-Kubernetes (SUNK, Soperator, Slinky) should compare Salad Cloud against providers that explicitly list managed Slurm in their offering — see the ClusterMAX /slurm expectations page for the full bar.

Does Salad Cloud support Kubernetes?

Salad Cloud's ClusterMAX review does not document a first-party managed Kubernetes service. See the ClusterMAX /k8s expectations page for the managed-Kubernetes bar SemiAnalysis tests against when evaluating GPU cloud providers.

What GPUs does Salad Cloud offer?

Based on the SemiAnalysis hands-on review, Salad Cloud offers (or has been publicly tied to) the following NVIDIA / AMD GPU SKUs: B200, H200, H100. Specific inventory, region availability, and on-demand vs reserved access are detailed in the Salad Cloud ClusterMAX review.

What is the NCCL all-reduce performance on Salad Cloud?

Salad Cloud'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 Salad Cloud compare to CoreWeave?

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

Is Salad Cloud recommended for LLM training?

Salad Cloud's current ClusterMAX rating (Underperforming) means SemiAnalysis does not directly recommend Salad Cloud for production LLM training without first addressing the specific gaps called out in the review. See the Salad Cloud 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