# ClusterMAX by SemiAnalysis

> ClusterMAX is the industry standard GPU cloud rating and ranking system by SemiAnalysis. We score 80+ GPU clouds across performance, networking, storage, security, support, and pricing — covering H100, H200, B200, GB200 NVL72, and MI300X clusters.

## Links

- [Site](https://www.clustermax.ai)
- [Cloud Reviews](https://www.clustermax.ai/cloudreview)
- [RSS Feed](https://www.clustermax.ai/feed.xml)
- [Full content for LLMs](https://www.clustermax.ai/llms-full.txt)
- [GitHub](https://github.com/SemiAnalysisAI/ClusterMAX)

## Main Pages

- [Overview](https://www.clustermax.ai/overview)
- [ClusterMAX 1.0](https://www.clustermax.ai/v1)
- [ClusterMAX 2.0](https://www.clustermax.ai/v2)
- [ClusterMAX 2.1](https://www.clustermax.ai/v2.1)
- [Evaluation Criteria](https://www.clustermax.ai/criteria)
- [Customer Expectations](https://www.clustermax.ai/expectations)
- [Customer Quotes](https://www.clustermax.ai/quotes)
- [TCO Calculator](https://www.clustermax.ai/tco)
- [Health Checks](https://www.clustermax.ai/health-checks)
- [Kubernetes](https://www.clustermax.ai/k8s)
- [Monitoring](https://www.clustermax.ai/monitoring)
- [Slurm](https://www.clustermax.ai/slurm)
- [Standalone Tools](https://www.clustermax.ai/standalone)
- [Cloud Reviews Index](https://www.clustermax.ai/cloudreview)
- [Best GPU Cloud 2026](https://www.clustermax.ai/best-gpu-cloud-2026)
- [Best H100 Cloud 2026](https://www.clustermax.ai/best-h100-cloud-2026)
- [Cheapest GPU Cloud 2026](https://www.clustermax.ai/cheapest-gpu-cloud-2026)
- [What Is a Neocloud?](https://www.clustermax.ai/what-is-a-neocloud)

## Cloud Reviews (85 providers)

### Platinum — Best in class. Consistently excels across all evaluation criteria and commands a pricing premium.

- [CoreWeave (Platinum)](https://www.clustermax.ai/cloudreview/coreweave) — LLM-friendly: https://www.clustermax.ai/cloudreview/coreweave/llm.txt

### Gold — Strong performance across all categories with minor gaps. Generally wins deals at competitive pricing.

- [Nebius (Gold)](https://www.clustermax.ai/cloudreview/nebius) — LLM-friendly: https://www.clustermax.ai/cloudreview/nebius/llm.txt
- [Oracle (Gold)](https://www.clustermax.ai/cloudreview/oracle) — LLM-friendly: https://www.clustermax.ai/cloudreview/oracle/llm.txt
- [Azure (Gold)](https://www.clustermax.ai/cloudreview/azure) — LLM-friendly: https://www.clustermax.ai/cloudreview/azure/llm.txt
- [Fluidstack (Gold)](https://www.clustermax.ai/cloudreview/fluidstack) — LLM-friendly: https://www.clustermax.ai/cloudreview/fluidstack/llm.txt
- [Crusoe (Gold)](https://www.clustermax.ai/cloudreview/crusoe) — LLM-friendly: https://www.clustermax.ai/cloudreview/crusoe/llm.txt

### Silver — Adequate offering with noticeable gaps compared to Gold or Platinum. Room for improvement.

- [Together (Silver)](https://www.clustermax.ai/cloudreview/together) — LLM-friendly: https://www.clustermax.ai/cloudreview/together/llm.txt
- [Lambda (Silver)](https://www.clustermax.ai/cloudreview/lambda) — LLM-friendly: https://www.clustermax.ai/cloudreview/lambda/llm.txt
- [Google Cloud (GCP) (Silver)](https://www.clustermax.ai/cloudreview/googlecloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/googlecloud/llm.txt
- [Amazon Web Services (AWS) (Silver)](https://www.clustermax.ai/cloudreview/amazonwebservices) — LLM-friendly: https://www.clustermax.ai/cloudreview/amazonwebservices/llm.txt
- [Scaleway (Silver)](https://www.clustermax.ai/cloudreview/scaleway) — LLM-friendly: https://www.clustermax.ai/cloudreview/scaleway/llm.txt
- [Cirrascale (Silver)](https://www.clustermax.ai/cloudreview/cirrascale) — LLM-friendly: https://www.clustermax.ai/cloudreview/cirrascale/llm.txt
- [GCORE (Silver)](https://www.clustermax.ai/cloudreview/gcore) — LLM-friendly: https://www.clustermax.ai/cloudreview/gcore/llm.txt
- [Firmus / Sustainable Metal Cloud (SMC) (Silver)](https://www.clustermax.ai/cloudreview/firmussustainablemetalcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/firmussustainablemetalcloud/llm.txt
- [GMO Cloud (Silver)](https://www.clustermax.ai/cloudreview/gmocloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/gmocloud/llm.txt
- [Vultr (Silver)](https://www.clustermax.ai/cloudreview/vultr) — LLM-friendly: https://www.clustermax.ai/cloudreview/vultr/llm.txt
- [Voltage Park (Silver)](https://www.clustermax.ai/cloudreview/voltagepark) — LLM-friendly: https://www.clustermax.ai/cloudreview/voltagepark/llm.txt
- [Tensorwave (Silver)](https://www.clustermax.ai/cloudreview/tensorwave) — LLM-friendly: https://www.clustermax.ai/cloudreview/tensorwave/llm.txt

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

- [GMI (Bronze)](https://www.clustermax.ai/cloudreview/gmi) — LLM-friendly: https://www.clustermax.ai/cloudreview/gmi/llm.txt
- [STN (Bronze)](https://www.clustermax.ai/cloudreview/stn) — LLM-friendly: https://www.clustermax.ai/cloudreview/stn/llm.txt
- [Prime Intellect (Bronze)](https://www.clustermax.ai/cloudreview/primeintellect) — LLM-friendly: https://www.clustermax.ai/cloudreview/primeintellect/llm.txt
- [Neysa (Bronze)](https://www.clustermax.ai/cloudreview/neysa) — LLM-friendly: https://www.clustermax.ai/cloudreview/neysa/llm.txt
- [Hyperstack/NexGen (Bronze)](https://www.clustermax.ai/cloudreview/hyperstacknexgen) — LLM-friendly: https://www.clustermax.ai/cloudreview/hyperstacknexgen/llm.txt
- [Atlas Cloud (Bronze)](https://www.clustermax.ai/cloudreview/atlascloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/atlascloud/llm.txt
- [BuzzHPC (Bronze)](https://www.clustermax.ai/cloudreview/buzzhpc) — LLM-friendly: https://www.clustermax.ai/cloudreview/buzzhpc/llm.txt
- [Shadeform (Bronze)](https://www.clustermax.ai/cloudreview/shadeform) — LLM-friendly: https://www.clustermax.ai/cloudreview/shadeform/llm.txt
- [Runpod (Bronze)](https://www.clustermax.ai/cloudreview/runpod) — LLM-friendly: https://www.clustermax.ai/cloudreview/runpod/llm.txt
- [Verda/DataCrunch (Bronze)](https://www.clustermax.ai/cloudreview/verdadatacrunch) — LLM-friendly: https://www.clustermax.ai/cloudreview/verdadatacrunch/llm.txt
- [Digital Ocean (Bronze)](https://www.clustermax.ai/cloudreview/digitalocean) — LLM-friendly: https://www.clustermax.ai/cloudreview/digitalocean/llm.txt
- [IBM Cloud (Bronze)](https://www.clustermax.ai/cloudreview/ibmcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/ibmcloud/llm.txt
- [Hot Aisle (Bronze)](https://www.clustermax.ai/cloudreview/hotaisle) — LLM-friendly: https://www.clustermax.ai/cloudreview/hotaisle/llm.txt
- [Vast.ai (Bronze)](https://www.clustermax.ai/cloudreview/vastai) — LLM-friendly: https://www.clustermax.ai/cloudreview/vastai/llm.txt
- [CUDO Compute (Bronze)](https://www.clustermax.ai/cloudreview/cudocompute) — LLM-friendly: https://www.clustermax.ai/cloudreview/cudocompute/llm.txt
- [Lightning.ai (Bronze)](https://www.clustermax.ai/cloudreview/lightningai) — LLM-friendly: https://www.clustermax.ai/cloudreview/lightningai/llm.txt
- [Qubrid (Bronze)](https://www.clustermax.ai/cloudreview/qubrid) — LLM-friendly: https://www.clustermax.ai/cloudreview/qubrid/llm.txt
- [Latitude.sh (Bronze)](https://www.clustermax.ai/cloudreview/latitudesh) — LLM-friendly: https://www.clustermax.ai/cloudreview/latitudesh/llm.txt
- [Denvr Dataworks (Bronze)](https://www.clustermax.ai/cloudreview/denvrdataworks) — LLM-friendly: https://www.clustermax.ai/cloudreview/denvrdataworks/llm.txt

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

- [IREN/Iris Energy (Underperforming)](https://www.clustermax.ai/cloudreview/irenirisenergy) — LLM-friendly: https://www.clustermax.ai/cloudreview/irenirisenergy/llm.txt
- [Hydra Host (Underperforming)](https://www.clustermax.ai/cloudreview/hydrahost) — LLM-friendly: https://www.clustermax.ai/cloudreview/hydrahost/llm.txt
- [FarmGPU (Underperforming)](https://www.clustermax.ai/cloudreview/farmgpu) — LLM-friendly: https://www.clustermax.ai/cloudreview/farmgpu/llm.txt
- [Whitefiber (Underperforming)](https://www.clustermax.ai/cloudreview/whitefiber) — LLM-friendly: https://www.clustermax.ai/cloudreview/whitefiber/llm.txt
- [DeepInfra (Underperforming)](https://www.clustermax.ai/cloudreview/deepinfra) — LLM-friendly: https://www.clustermax.ai/cloudreview/deepinfra/llm.txt
- [Dstack Sky (Underperforming)](https://www.clustermax.ai/cloudreview/dstacksky) — LLM-friendly: https://www.clustermax.ai/cloudreview/dstacksky/llm.txt
- [PaleBlueDot (Underperforming)](https://www.clustermax.ai/cloudreview/palebluedot) — LLM-friendly: https://www.clustermax.ai/cloudreview/palebluedot/llm.txt
- [Hyperbolic (Underperforming)](https://www.clustermax.ai/cloudreview/hyperbolic) — LLM-friendly: https://www.clustermax.ai/cloudreview/hyperbolic/llm.txt
- [Aethir (Underperforming)](https://www.clustermax.ai/cloudreview/aethir) — LLM-friendly: https://www.clustermax.ai/cloudreview/aethir/llm.txt
- [Akash Network (Underperforming)](https://www.clustermax.ai/cloudreview/akashnetwork) — LLM-friendly: https://www.clustermax.ai/cloudreview/akashnetwork/llm.txt
- [Salad Cloud (Underperforming)](https://www.clustermax.ai/cloudreview/saladcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/saladcloud/llm.txt
- [Clore (Underperforming)](https://www.clustermax.ai/cloudreview/clore) — LLM-friendly: https://www.clustermax.ai/cloudreview/clore/llm.txt
- [Mithril/ML Foundry (Underperforming)](https://www.clustermax.ai/cloudreview/mithrilmlfoundry) — LLM-friendly: https://www.clustermax.ai/cloudreview/mithrilmlfoundry/llm.txt
- [GPU.net (Underperforming)](https://www.clustermax.ai/cloudreview/gpunet) — LLM-friendly: https://www.clustermax.ai/cloudreview/gpunet/llm.txt
- [Massed Compute (Underperforming)](https://www.clustermax.ai/cloudreview/massedcompute) — LLM-friendly: https://www.clustermax.ai/cloudreview/massedcompute/llm.txt
- [Exabits (Underperforming)](https://www.clustermax.ai/cloudreview/exabits) — LLM-friendly: https://www.clustermax.ai/cloudreview/exabits/llm.txt
- [Sesterce (Underperforming)](https://www.clustermax.ai/cloudreview/sesterce) — LLM-friendly: https://www.clustermax.ai/cloudreview/sesterce/llm.txt
- [E2E Networks (Underperforming)](https://www.clustermax.ai/cloudreview/e2enetworks) — LLM-friendly: https://www.clustermax.ai/cloudreview/e2enetworks/llm.txt
- [OVHcloud (Underperforming)](https://www.clustermax.ai/cloudreview/ovhcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/ovhcloud/llm.txt
- [Dihuni (Underperforming)](https://www.clustermax.ai/cloudreview/dihuni) — LLM-friendly: https://www.clustermax.ai/cloudreview/dihuni/llm.txt
- [Akamai/Linode (Underperforming)](https://www.clustermax.ai/cloudreview/akamailinode) — LLM-friendly: https://www.clustermax.ai/cloudreview/akamailinode/llm.txt
- [HETZNER (Underperforming)](https://www.clustermax.ai/cloudreview/hetzner) — LLM-friendly: https://www.clustermax.ai/cloudreview/hetzner/llm.txt

### Unavailable — Interesting service we cannot verify yet (not launched, sold out, government-only, etc.).

- [NScale (Unavailable)](https://www.clustermax.ai/cloudreview/nscale) — LLM-friendly: https://www.clustermax.ai/cloudreview/nscale/llm.txt
- [Core42/G42 (Unavailable)](https://www.clustermax.ai/cloudreview/core42g42) — LLM-friendly: https://www.clustermax.ai/cloudreview/core42g42/llm.txt
- [HUMAIN Compute (Unavailable)](https://www.clustermax.ai/cloudreview/humaincompute) — LLM-friendly: https://www.clustermax.ai/cloudreview/humaincompute/llm.txt
- [Corvex (Unavailable)](https://www.clustermax.ai/cloudreview/corvex) — LLM-friendly: https://www.clustermax.ai/cloudreview/corvex/llm.txt
- [Highrise (Unavailable)](https://www.clustermax.ai/cloudreview/highrise) — LLM-friendly: https://www.clustermax.ai/cloudreview/highrise/llm.txt
- [BluSky (Unavailable)](https://www.clustermax.ai/cloudreview/blusky) — LLM-friendly: https://www.clustermax.ai/cloudreview/blusky/llm.txt
- [Andromeda (Unavailable)](https://www.clustermax.ai/cloudreview/andromeda) — LLM-friendly: https://www.clustermax.ai/cloudreview/andromeda/llm.txt
- [Mistral (Unavailable)](https://www.clustermax.ai/cloudreview/mistral) — LLM-friendly: https://www.clustermax.ai/cloudreview/mistral/llm.txt
- [Firebird (Unavailable)](https://www.clustermax.ai/cloudreview/firebird) — LLM-friendly: https://www.clustermax.ai/cloudreview/firebird/llm.txt
- [TELUS (Unavailable)](https://www.clustermax.ai/cloudreview/telus) — LLM-friendly: https://www.clustermax.ai/cloudreview/telus/llm.txt
- [Telenor (Unavailable)](https://www.clustermax.ai/cloudreview/telenor) — LLM-friendly: https://www.clustermax.ai/cloudreview/telenor/llm.txt
- [Alibaba Cloud (Unavailable)](https://www.clustermax.ai/cloudreview/alibabacloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/alibabacloud/llm.txt
- [ARC Compute (Unavailable)](https://www.clustermax.ai/cloudreview/arccompute) — LLM-friendly: https://www.clustermax.ai/cloudreview/arccompute/llm.txt
- [MegaSpeed (Unavailable)](https://www.clustermax.ai/cloudreview/megaspeed) — LLM-friendly: https://www.clustermax.ai/cloudreview/megaspeed/llm.txt
- [Bitdeer (Unavailable)](https://www.clustermax.ai/cloudreview/bitdeer) — LLM-friendly: https://www.clustermax.ai/cloudreview/bitdeer/llm.txt
- [Runsun (Unavailable)](https://www.clustermax.ai/cloudreview/runsun) — LLM-friendly: https://www.clustermax.ai/cloudreview/runsun/llm.txt
- [FPT CLOUD (Unavailable)](https://www.clustermax.ai/cloudreview/fptcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/fptcloud/llm.txt
- [Backend (Unavailable)](https://www.clustermax.ai/cloudreview/backend) — LLM-friendly: https://www.clustermax.ai/cloudreview/backend/llm.txt
- [Naver (Unavailable)](https://www.clustermax.ai/cloudreview/naver) — LLM-friendly: https://www.clustermax.ai/cloudreview/naver/llm.txt
- [Indosat (Unavailable)](https://www.clustermax.ai/cloudreview/indosat) — LLM-friendly: https://www.clustermax.ai/cloudreview/indosat/llm.txt
- [SAKURA (Unavailable)](https://www.clustermax.ai/cloudreview/sakura) — LLM-friendly: https://www.clustermax.ai/cloudreview/sakura/llm.txt
- [Yotta (Unavailable)](https://www.clustermax.ai/cloudreview/yotta) — LLM-friendly: https://www.clustermax.ai/cloudreview/yotta/llm.txt
- [Neev Cloud (Unavailable)](https://www.clustermax.ai/cloudreview/neevcloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/neevcloud/llm.txt
- [Evroc (Unavailable)](https://www.clustermax.ai/cloudreview/evroc) — LLM-friendly: https://www.clustermax.ai/cloudreview/evroc/llm.txt
- [greenai.cloud (Unavailable)](https://www.clustermax.ai/cloudreview/greenaicloud) — LLM-friendly: https://www.clustermax.ai/cloudreview/greenaicloud/llm.txt
- [Radiant/Ori (Unavailable)](https://www.clustermax.ai/cloudreview/radiantori) — LLM-friendly: https://www.clustermax.ai/cloudreview/radiantori/llm.txt