Independent GPU cloud decision review

Choose a GPU cloud provider without betting on the cheapest headline price

Send us your workload constraints or up to three provider quotes. We challenge capacity evidence, real cost, commercial gaps and alternatives, then give you a decision memo you can defend.

Request a human review Compare GPU prices yourself Build your own shortlist

Buyer-funded and independent from provider ranking
Fixed €750 founding pilot after manual scope confirmation
Fully asynchronous: no sales call or meeting required
Your scenario stays private unless you explicitly send it

Pricing evidence nowChecking 870 publication rows and model deadlines…Checking provider SLAs…

Evidence coverage16 providers · 26 GPUs · 88 regions

Human reviewFit, cost, evidence risk and a decision memo

AvailabilityUnknown unless independently evidenced

Choose how you want to work

Use the evidence yourself, or bring a human into the decision

The public tools are free and transparent. The paid review is for decisions where workload fit, capacity, non-compute costs or contract exposure make a price table insufficient.

Human review

We have quotes or an upcoming commitment

Send up to three providers or quotes. We identify what is viable, what is missing, the real cost range and what must be challenged before approval.

Request the €750 founding review See the sample memo

Independent research

We are still exploring the market

Compare published rates, filter by GPU and region, model workload cost and export a shortlist without creating an account or sending us your inputs.

Compare prices Build a shortlist

What the paid review does

One bounded decision, three clear steps

1 · Scope

You send a redacted brief, shortlist or up to three quotes. We confirm fit, exclusions, timing and payment manually before work starts.

2 · Challenge

We test workload constraints, capacity evidence, compute and non-compute cost assumptions, commercial gaps and credible alternatives.

3 · Decide

You receive a written decision memo, questions for providers and one consolidated written clarification round. No call is required, and provider payments never influence the ranking.

Published market snapshot

Flagship GPU price ranges from the latest verified catalog

See the last verified representative range for every activated GPU model before opening the full decision page. The browser marks a model historical as soon as its provider evidence expires.

JavaScript is required to evaluate these price deadlines in the browser. Treat every range as historical unless the current time is no later than the exact “Snapshot valid through” value shown on its card.

Browser deadline verification pending; each card shows its exact fallback deadline.

L40S

$1.29–$1.80 / GPU hr

Observed across 6 providers in the published comparable pricing snapshot. The range is market evidence, not a purchasing recommendation.

730 GPU-hours at observed range: $941.70–$1314.00
Rows inside SLA at publication: 18
Latest observation: 2026-09-09
Snapshot valid through: 2026-09-10T04:35:19Z