Underlying data · Observability surface

Market Data

Observability views for the GPU compute markets CCIR measures. Two surfaces feed the CCIR rate panel; two are observatories adjacent to the methodology. The published reference rates live on Rates and Tiers.

Panel input

Providers

Daily · 90d window · 25+ operators

Per-provider list-ask time-series across hyperscalers, neoclouds, and managed-Kubernetes operators that run their own datacenters. Solid lines mark guaranteed availability; dashed lines mark interruptible. Bundled offerings are flagged and can be toggled.

Inside H100-SXM · H200-SXM · B200-SXM · GB200-NVL · A100-SXM

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Panel input

Marketplace

Intraday · 3h cadence · 7d window

Least-expensive available rates from third-party-host marketplaces. Vast.ai restricted to verified hosts; RunPod split by sub-product (Secure / Community / Spot / Cluster). MIN is the headline; Vast median sits behind it as a faded backdrop.

Inside Vast.ai Verified · RunPod Secure · Community · Spot · Cluster

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Observatory

Availability Observatory

Intraday · 3h cadence · 30d window

Shadeform aggregates 19 GPU clouds into a single live view. Where each chip is procurable right now, per-provider price spread, boot-time tradeoffs, config availability, long-tail chip catalog. Observability data, not part of the CCIR rate methodology.

Inside 19 providers · 11 headline chips · SKU × region grid

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Observatory

Vast.ai Observatory

Intraday · 3h cadence · 30d window

The only per-host order-book marketplace in the panel — hundreds to thousands of distinct offers per chip, refreshed in real time. Distribution shape, quality bands, $/perf frontier, supply structure, geography, egress and storage. Observability data, not part of the CCIR rate methodology.

Inside 9 sections · verified vs unverified · dedicated vs shared

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Overlay

Clearing Basis

Daily · 7d window · matched tier

Vast is the one live, executable marketplace in the panel, so it is pulled out of the list-ask benchmark and re-surfaced here: how the live marketplace price sits vs the ex-Vast Tier-3 list-ask floor. Positive = clearing above posted asks. Single-venue signal, adjacent to the methodology.

Inside H100 · H200 · B200 · A100 · bid floor or live ask

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Panel inputs feed the operator-equal median that produces each published CRI rate. Observatories are adjacent surfaces — Shadeform aggregation and the Vast.ai order book — that CCIR exposes for visibility but does not incorporate into the rate methodology. See the Methodology document for panel definition and eligibility filters.