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Overlay · Live marketplace vs posted list-asks

Marketplace Basis

CCIR's headline reference rate is built from posted list-asks: every panel source posts a rate card. Vast.ai posts a different kind of number: a live marketplace ask that reprices continuously. So Vast is kept out of the Tier 3 list-ask panel and tracked here instead, as a basis against that panel. Positive basis means Vast is pricing above the posted panel. Negative means below.

Chip List-ask · T3 Vast Basis · 7d
B200 $5.71 2 sources $6.00 on-demand · posted ask +5.2% 1d -2.5%
H200 $3.82 3 sources $4.01 on-demand · posted ask +5.1% 1d +31.8%
H100 $3.02 9 sources $1.82 on-demand · posted ask -39.6% 1d -38.6%
A100 80GB $1.44 6 sources $0.83 on-demand · posted ask -42.1% 1d -44.1%
A100 40GB $1.98 5 sources $0.60 on-demand · posted ask -69.7% 1d -79.8%

As of 2026-09-01 · 7-day window · operator-equal medians on both sides, matched tier (Tier 3), guaranteed on-demand terms. The list-ask panel excludes Vast. Where Vast exposes an interruptible reserve bid, the Vast side uses it, flagged on the row. Otherwise it uses the posted on-demand ask. The 1d line repeats the computation on today's prints only. Single-venue signal: Vast is the one live marketplace in the panel.

Implied market utilization · same venue, quantity side · since 2026-05-13 · 4 snapshots/day

Implied market utilization — Vast marketplace

The same venue's listings disclose how much of each machine is currently rentable: enough to reconstruct occupancy machine by machine, snapshot by snapshot. Both lines read the same direction: higher means tighter. Capacity (solid): share of listed GPU capacity not currently rentable. Whole nodes (dashed): share of machines without a rentable 8-GPU block. The panel-wide availability view is a separate product (see Availability), and the two are never blended.

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Occupancy chart card: Vast marketplace implied utilization over time

Four snapshots daily. A machine with zero rentable chunks may be fully rented or host-paused. The public feed cannot distinguish them, so the utilization read is IMPLIED: share of listed capacity not currently rentable. Denominator is listed capacity only. History begins 2026-05-13. Single-venue market-intelligence signal.