Learn AI compute, then follow the market

Market Brief

Market Brief: Tuesday, June 30, 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
Tuesday, June 30, 2026
  • Claude Meets Blackwell Ultra: Anthropic’s Models Now Run on NVIDIA GB300 in Azure
  • PJM opposes waiver for $2B gas-fired plant in fast-track interconnection review
  • Crusoe to invest $10bn in data centers in Israel over next 10-15 years - report

Today in Compute College

Lesson & Term of the Day

Today's lesson

NVIDIA H100 Price Per Hour Explained

H100 price per hour is the hourly cost of accessing one NVIDIA H100 GPU for an AI workload. Why it matters today: Today's lesson connects the GPU Pricing & Capacity track to the compute market readers are watching.

Term of the Day

Gigawatt

A gigawatt is one thousand megawatts. When AI infrastructure projects are described in gigawatts, they are operating at an industrial scale closer to major power plants or regional grid planning than a normal enterprise server room. Gigawatt-scale AI campuses require long-term power, land, transmission, and cooling plans.

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
Sep 17, 2026

Signals

Top market signals

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

Jun 29, 2026

Claude Meets Blackwell Ultra: Anthropic’s Models Now Run on NVIDIA GB300 in Azure

this may affect gpu supply, demand, capacity, bottlenecks, or financing.

Jun 29, 2026

PJM opposes waiver for $2B gas-fired plant in fast-track interconnection review

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

Jun 29, 2026

Crusoe to invest $10bn in data centers in Israel over next 10-15 years - report

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

Jun 29, 2026

Data center developer Black Chamber looks to buy Virginia church next to planned AWS campus

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

Jun 29, 2026

1.5GW data center campus proposed in Devon, UK

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

Power & Data Center Watch

  • PJM opposes waiver for $2B gas-fired plant in fast-track interconnection review (Utility Dive).
  • ~150MW data center planned in Norfolk, UK (Data Center Dynamics).
  • 1.5GW data center campus proposed in Devon, UK (Data Center Dynamics).

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.

Previous issue: Market Brief: Monday, June 29, 2026

Request for Backup Generation Emergency Order Under Federal Power Act, Section 202(c) PDF

Next issue: Market Brief: Wednesday, July 1, 2026

PJM Capacity Auction for 2028/2029 Delivery Year Opens