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Market Brief

Market Brief: Monday, July 6, 2026

Start-of-day AI compute market report.

Published Monday through Friday with the prior day’s source-backed signals across GPU pricing, cloud capacity, power constraints, data centers, and AI infrastructure. Track the prior day’s source-backed news and changes shaping GPU supply, cloud availability, power constraints, data centers, and compute market pressure.

Market Brief

Morning Tape

Report date
Monday, July 6, 2026
  • PJM stakeholders advance data center backstop procurement plan
  • Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks
  • CoreWeave claims to have first Nvidia Vera Rubin NVL72 up and running

Today in Compute College

Lesson & Term of the Day

Today's lesson

What is InfiniBand?

InfiniBand is high-performance networking used to connect servers in many large AI clusters. Why it matters today: Today's lesson connects the Power & Data Centers track to the compute market readers are watching.

Term of the Day

Behind-the-meter power

Behind-the-meter power means electricity generated or supplied directly at or near a facility, rather than fully relying on the public grid. Data centers may explore behind-the-meter options to improve speed, reliability, or cost certainty. The approach can include dedicated generation or special power arrangements.

Market signals

Compute market signals

H100 IndexWhat it costs to rent one H100 GPU for an hour on demand — the market’s anchor price.

Value
$4.12 / H100-hr
Last Price Change
Sep 16, 2026

Spot Compute PriceThe cheaper, interruptible GPU price — a read on whether spare capacity is available.

Value
$2.46 / H100e-hourH100e-hour means an H100-equivalent GPU hour, a normalized unit used to compare different GPUs and providers.
Last Price Change
May 27, 2026

Model Serving CostRoughly what it costs to run a model and generate its output at scale, per million tokens.

Value
$2.78 / 1M tokens
Last Price Change
Aug 8, 2026

GPU AvailabilityHow easy or hard it is to actually get GPU capacity right now, scored 0–100.

Value
78 / 100 score
Last change
May 27, 2026

Signals

Top market signals

These are the highest-impact source-backed items behind this morning’s brief.

Jul 2, 2026

PJM stakeholders advance data center backstop procurement plan

Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.

Jul 1, 2026

Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks

Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.

Jun 1, 2026

CoreWeave claims to have first Nvidia Vera Rubin NVL72 up and running

Bears on GPU and accelerator supply, AI compute demand and data-center capacity.

Power & Data Center Watch

  • Amazon's carbon emissions grow by 16 percent in 2025, on the back of record data center capacity additions (Data Center Dynamics).
  • The 20 percent problem: why data center sites fail before they’re built (Data Center Dynamics).
  • Amazon EC2 C9g and C9gd Instances Powered by AWS Graviton5 Processors Now Available (HPCwire).

Market report

Latest GPU pricing report

For a durable pricing artifact, use the monthly report rather than a single Market Brief issue.

H100 GPU Pricing Report: August 2026

Canonical CT-H100 median, reviewed H100 provider rows, freshness dates, and composition caveats in one citable report.

Recent Briefs

Brief archive

Use the archive to move between dated Market Brief issues without relying on the sitemap.