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Inferencehub

Insights on AI inference, model pricing, and building with generative AI APIs.

☆ Shortlist
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VIABANDWIDTH

viabandwidth assessment

Our evidence-based analysis.
ResellerOperator model signal

Inferencehub sources GPU capacity from third-party infrastructure and resells it with a managed layer on top. This model can simplify the buying process for teams that prefer not to deal with the underlying provider directly.

There is a margin built in and transparency over where the hardware runs is limited. Compare against the underlying provider before committing at scale.

Best for: Teams that value managed sourcing over dealing with the underlying operator directly. Not for: Buyers who require direct-to-metal accountability from the infrastructure owner.

Confidence: MediumEvidence reviewed: 3 checks
Indicator

Reseller classification

Inferencehub sources capacity from a third-party infrastructure provider and resells access with a managed layer.

Indicator

Provenance

Infrastructure is not independently operated. Buyers requiring direct-operator guarantees should compare against the source provider.

REVIEWS

Buyer reviews

Moderated buyer feedback. Independent from the viabandwidth assessment above.
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FAQ

Frequently asked questions

Is Inferencehub a direct GPU operator or a reseller?
Inferencehub is classified as a reseller. Teams that value managed sourcing over dealing with the underlying operator directly. Buyers who require direct-to-metal accountability from the infrastructure owner.
What GPU models does Inferencehub offer?
Inferencehub lists A40, RTX3090, A100 and 13 more across its published capacity.
How much does Inferencehub charge for GPU compute?
Published indicative rates span Hourly rates at $0.14 – $2.25 /hr, Monthly rates at $25 – $1,500 /mo. Final cluster pricing depends on commit length, storage and networking.
Is Inferencehub's viabandwidth listing verified?
Not yet. This profile is compiled by viabandwidth from public sources. Inferencehub has not claimed it.
OVERVIEW

Company overview

Operator class
Reseller
GPU models tracked
A40, RTX3090, A100 and 13 more
Services
GPU compute, Managed services, 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.

A100

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VRAM 80 GBClass SXM

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

MI300X

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VRAM 192 GBClass AMD

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

H100

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VRAM 80 GBClass SXM

Best for
Serious model training where time-to-result outweighs hourly cost.

GB200

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VRAM 192 GBClass Blackwell

Best for
Frontier-scale training and the highest-throughput inference workloads.

Inference

For predictable production serving, latency targets and steady utilisation.

RTX3090

QuoteClaim to publish

Best for
RTX3090 workloads.

GB300

QuoteClaim to publish

Best for
GB300 workloads.

L40

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VRAM 48 GBClass Ada

Best for
Production serving for models that fit in 48 GB without SXM pricing.

L40S

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VRAM 48 GBClass Ada

Best for
Cost-effective production inference and image generation at scale.

Fine-tuning

For smaller adaptation jobs, evaluation loops and budget-controlled development.

A40

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VRAM 48 GBClass Ampere

Best for
LoRA fine-tuning, evaluation and teams watching spend closely.

RTXA6000

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VRAM 48 GBClass Ampere

Best for
Development and fine-tuning with 48 GB of memory at workstation pricing.

COMMERCIALS

Pricing

Indicative published rates. Final cluster pricing depends on commit length, storage, networking and capacity.
Hourly rates
$0.14 – $2.25 /hr
Monthly rates
$25 – $1,500 /mo

Across 67 published SKUs spanning A40, RTX3090, A100, MI300X.

NEXT

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