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Semianalysis

Bridging the Gap Between business and the world’s most important industry. SemiAnalysis is an independent research and analysis company specializing in the Semiconductor and AI industries. Our in-depth coverage spans the entire supply chain, from semiconductor fabrication essentials to cutting-edge AI Models, software, and infrastructure for them. What We Cover Semiconductor Capital Equipment & Materials…

☆ Shortlist
Quick takeThe short version. Every tile links to the full detail below.
Pricing
On request

Semianalysis does not publish list rates. Quote via their site.

Full pricing ↓
Who you buy from
Direct operator

13 GPU models tracked on published capacity.

Company overview ↓
Verification
Direct verified

Independent operator checks, never paid for.

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VIABANDWIDTH

viabandwidth assessment

Our evidence-based analysis.
Direct verifiedOperator model signal

Semianalysis is a direct operator with a broad GPU lineup spanning current-generation NVIDIA capacity. Running its own network, it suits teams moving from experimentation into sustained production or those that need range across training, inference and fine-tuning without managing separate provider accounts.

The tradeoff: procurement is configuration-dependent and may require a quote process rather than instant checkout. Best fit for buyers with a clear workload plan.

Best for: Buyers who want a direct relationship with the operator that owns the metal. Not for: Teams prioritising a marketplace's breadth of third-party supply.

Confidence: HighEvidence reviewed: 8 checks
Confirmed

Direct operator classification

Semianalysis controls GPU infrastructure and sells access directly. Not a marketplace or hyperscaler resale offer.

REVIEWS

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FAQ

Frequently asked questions

Is Semianalysis a direct GPU operator or a reseller?
Semianalysis is classified as a direct operator. Buyers who want a direct relationship with the operator that owns the metal. Teams prioritising a marketplace's breadth of third-party supply.
What GPU models does Semianalysis offer?
Semianalysis lists B100, GB300, H200 and 10 more across its published capacity.
How much does Semianalysis charge for GPU compute?
Semianalysis does not publish list pricing. Visit their site or use the contact form on this page for a quote.
Is Semianalysis's viabandwidth listing verified?
Not yet. This profile is compiled by viabandwidth from public sources. Semianalysis has not claimed it.
OVERVIEW

Company overview

Operator class
Direct operator
Operating entity
Vast.ai (Bronze) — GPU Cloud Review | ClusterMAX™ 2.0
GPU models tracked
B100, GB300, H200 and 10 more
Services
Colocation, GPU compute, Bare metal
CAPACITY

GPU lineup by use case

Tracked GPU SKUs grouped by the workload they fit best.
Training

For multi-node runs where interconnect and cluster availability decide the outcome.

H200

QuoteClaim to publish
VRAM 141 GBClass Hopper

Best for
Large-scale training where memory bandwidth decides the outcome.

A100

QuoteClaim to publish
VRAM 80 GBClass SXM

Best for
Mature training stacks that value known performance and broad tooling support.

MI300X

QuoteClaim to publish
VRAM 192 GBClass AMD

Best for
Training and inference for teams evaluating the AMD ecosystem.

B200

QuoteClaim to publish
VRAM 192 GBClass Blackwell

Best for
Frontier-scale training and teams optimizing around the newest platform.

Inference

For predictable production serving, latency targets and steady utilisation.

B100

QuoteClaim to publish

Best for
B100 workloads.

GB300

QuoteClaim to publish

Best for
GB300 workloads.

MI350X

QuoteClaim to publish

Best for
MI350X workloads.

H20

QuoteClaim to publish

Best for
H20 workloads.

COMMERCIALS

Pricing

Indicative published rates. Final cluster pricing depends on commit length, storage, networking and capacity.

Pricing on request. Visit Semianalysis’s site for a quote.

COMPARE

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Pricing on request
RESEARCH
Independent market research built from the same verified directory.
Market report · Q3 2026
State of GPU Cloud
588 indexed operators, the direct‑versus‑reseller split and where verified capacity sits, all built from this same directory.
Read the report →
NEXT

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