SVCI Public GPU Rate Index
100.0
Headline composite, base value locked at this issue.
Compute Opacity Index
26.0
Share of the weighted panel not resolving to a comparable public rate.
Coverage Score
0.7400
Weighted share of the panel resolving to a comparable rate.
Companion Dollar Basket
$6.7983
Absolute USD per GPU-hour companion to the normalized index.
The readings

Headline readings.

Issue 001 index values
IndexValueBasis
SVCI Public GPU Rate Index100.0Headline composite, weights 0.45 / 0.45 / 0.10
Compute Opacity Index26.0100 times (1 minus CompositeCoverage)
Hyperscaler Premium2.9497xTier 1 median over the pooled non-hyperscaler median
Neocloud Discount0.6629Tier 2 median relative to the Tier 1 median
Price Floor2.5450Lower-quartile headline-rate floor marker
Coverage Score0.7400Weighted panel coverage

The Confidence Score is the seventh index in the locked methodology. It is not published in Issue 001 pending the per-row confidence audit, and it returns in a later issue once that audit is complete.

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Tier medians

The three tiers.

Median on-demand rate by tier, USD per GPU-hour
TierWeightPanel slotsN in windowMedian USD
Tier 1, Hyperscalers0.454410.5306
Tier 2, GPU clouds and neoclouds0.4518103.5500
Tier 3, Marketplaces and aggregators0.10524.6200

Panel slots are the locked twenty-seven provider composition across three tiers. N in window is the count of in-window observations that resolve to a comparable public rate. Medians are computed from the official capture.


Panel coverage

What the panel shows.

SVCI Issue 001 reviews a twenty-seven provider headline panel. Sixteen providers published comparable public H100 SXM 80GB rates during the capture window, and those sixteen rates enter the headline medians.

The remaining eleven panel slots do not enter the medians. Seven are evidenced non-inclusions, with a documented public pricing posture that is sales-gated, contract-only, marketplace or dynamic, from-price, or non-comparable on product or unit basis. Four are panel-review, marketplace, or decided-out cases, and are disclosed separately in Appendix A.

The index tracks the panel. The medians use only comparable public rates.
Panel status, Issue 001
StatusCount
Headline-eligible public rates16
Evidenced non-inclusions7
Panel-review, decided-out, scout4
Total headline panel27
Coverage by tier
TierResolvedCoverage
Tier 1, Hyperscalers4 / 4100.0%
Tier 2, GPU clouds10 / 1855.6%
Tier 3, Marketplaces2 / 540.0%
Weighted Coverage Score0.7400
Compute Opacity Index26.0

Confidence Score is not published in Issue 001 pending the per-row confidence audit. The Rule I-16 publication gate is met: coverage is non-zero in all three tiers.


Tier 3 disclosure

Thin coverage.

Tier 3 is reported as thin coverage: two of the five Tier 3 panel members resolve to a comparable public fixed rate. The denominator is the full five-member tier, not the count of survivors; the fraction is itself a finding, consistent with the index measuring pricing opacity. Tier 3 keeps its locked 0.10 weight regardless of coverage. If the Tier 3 median sits above the Tier 2 median, that inversion is reported as a market-structure finding and not an error, because auction and aggregator rates are excluded as non-comparable.


Evidence and corrections

How to check this issue.

Every published rate traces to a public source with a recorded URL and a UTC timestamp, and to a stored evidence artifact. Measured rates and any derived figures are labeled separately, so readers always know which they are reading. Corrections are made on the record: each correction is documented in the issue that carries it, with a plain-language statement of what was wrong, what is right, and how the error occurred. The corrections record is permanent and public at sorsoview.com/corrections.


Appendix A

Headline panel status.

The headline panel contains twenty-seven provider slots. The medians use only comparable public H100 SXM 80GB rates captured inside the official window. The remaining slots are disclosed below and do not enter the medians.

Tier 1, Hyperscalers, 4 of 4 priced
IDProviderStatusMedianReasonNote
E001AWSPricedYesPublic on-demand p5.48xlarge, normalized per GPU by 8
E002AzurePricedYesRetail Prices API, ND96isr H100 v5, per GPU by 8
E003GCPPricedYesa3-highgpu-8g on-demand list, per GPU by 8
E004OraclePricedYesBM.GPU.H100.8 public per GPU-hour rate
Tier 2, GPU clouds and neoclouds, 10 of 18 priced
IDProviderStatusMedianReasonNote
E005CoreWeavePricedYesHGX H100 on-demand, normalized per GPU by 8
E006CrusoePricedYesH100 80GB HGX on-demand per GPU
E007LambdaPricedYesH100 SXM 8x on-demand per GPU rate
E008NebiusPricedYesH100 on-demand GPU-hour rateRepriced effective June 1 2026
E009Together AIPricedYesGPU Clusters on-demand H100 rateLarge move from prior anchor
E010HyperstackPricedYesH100 SXM on-demand public rate
E011VerdaPricedYesH100 SXM5 80GB PAYGSuccessor to DataCrunch
E012Voltage ParkPricedYesHGX H100 SXM fixed On-Demand Ethernet tier
E013FluidstackEvidenced non-inclusionNoNo comparable public fixed rate, contact sales
E014NscaleEvidenced non-inclusionNoNo comparable fixed public per-GPU rate
E015IRENEvidenced non-inclusionNoContract-led, no public fixed on-demand rate
E016Applied DigitalPanel-review, decided-outNoPanel-change governance itemPending formal re-issue
E017GMI CloudEvidenced non-inclusionNoFrom-price floor, not a fixed comparable rate
E018Cudo ComputeEvidenced non-inclusionNoContact-us pricing, no comparable public rate
E019SpheronEvidenced non-inclusionNoMarketplace from-price, spot posture
E020JarvislabsPricedYesH100 SXM on-demand per GPU rate
E021HyperbolicEvidenced non-inclusionNoMarketplace from-price, supplier-set dynamic rate
E022Atlas CloudPricedYesH100 SXM fixed on-demand per GPU rate
Tier 3, Marketplaces and aggregators, 2 of 5 priced
IDProviderStatusMedianReasonNote
E023RunPodPricedYesSecure Cloud fixed H100 SXM on-demand rate
E024Vast.aiPanel-review, marketplaceNoDynamic marketplace, non-headline treatment
E025PaperspacePricedYesH100 on-demand promo rateCommitment rate excluded, promo rate used
E026TensorDockPanel-review, marketplaceNoDynamic from-price marketplace treatment
E027ShadeformPanel-review, decided-outNoAggregator, panel-fit governance itemPending formal re-issue
Status roll-up
CategoryCount
Priced, enter medians16
Evidenced non-inclusions7
Panel-review, decided-out, scout4
Total headline panel27

By the Sorso View Editorial. Full construction at sorsoview.com/methodology.


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