Choose Compute Based on Risk, Not Just Price

We score GPU cloud providers so you know what jobs actually cost before you launch them.

Mark Compute · Basis

Pre-trade intelligence for GPU spot

  • QuotePer-provider true cost
  • PanelMarket-wide stress

Basis reads the spread between listed spot prices and true job cost across neocloud marketplaces.

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Quote preview

Listed spot vs quote ranking

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2
3

Marketplaces rank by sticker price. Host A looks like the best deal.

Listed spot

No filter
1

Host A

$0.42/hr
2

Host C

$0.51/hr
3

Host B

$0.58/hr
4

Host D

$0.65/hr
5

Host E

$0.72/hr

Quote

Locked

Awaiting integrity filter

Get quote before you provision

Listed spot on the left. Integrity-filtered true cost on the right. One split-screen view of what the market quotes vs what you actually pay.

01

Set a workload

Define duration, data footprint, and job profile. Quote weights risk and hidden cost to your workload class.

02

Review listed spot

See naive sticker prices sorted cheapest first. This is the baseline most teams start from.

03

Get quote

Unlock true cost rankings and charts. Filter unreliable listings before you provision.

04

Check Panel

Read market-wide stress and Basis spread. Time capacity decisions with systemic context.

Listed spot vs quote

Listed spot (control)

$0.42/hr

Cheapest sticker. No filter.

Quote (TRAC)

$1.87/hr

Integrity-filtered. True job cost.

The cheapest listing is often the most expensive choice. The workbench flags providers that fail integrity checks before you provision.

Provider coverage

Multi-provider neocloud panel with continuous signal ingestion. Rankings update as control-plane evidence builds.

Spot marketplacesNeocloud brokersBare-metal GPU hostsMulti-region panels

From marketplace quote to deployment call

Listing data onto the shared tape, risk scored through Basis, deployment recommendation returned before you provision.

01

Marketplace APIs

02

Telemetry Collection

03

Risk Engine

04

PIS / TRAC / SIR

05

Deployment Recommendation

Market stress and Basis spread

Systemic stress, correlation, and Basis spread on the shared tape. Quote is provider-level. Panel is systemic.

GPU listings look available.

Training starts. Node disappears. Two days lost.

Interruption risk

Comparable spot-failure signal across brokers. Same sticker price, very different production behavior.

True job cost

All-in workload economics with hidden egress and failure cost included.

Market observatory

Panel-wide stress, spread, and churn indices for capacity planning context.

Systemic risk views

Provider correlation and stress panels for concentration and cascade risk.

Less Compute Waste
Higher useful utilisation

Ghost inventory and fragile hosts burn rented GPU hours with no useful model progress. Basis improves allocation quality before you provision, so more capacity does useful work.

Common questions

Ready to see Basis?

Book a 30-minute walkthrough — Quote, Panel, and how pre-trade intelligence changes your provisioning decisions.

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