AI compute market signals and learning

Morning Brief

Morning Brief: Tuesday, July 28, 2026

Start-of-day AI compute market report.

Published each morning 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.

Morning Brief

Morning Tape

Report date
Tuesday, July 28, 2026
Signal window
Monday, July 27, 2026
  • NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs
  • States cannot be granted filing rights under Section 205 of the Federal Power Act
  • CoreWeave to lease capacity from EdgeConneX at data center campus in Cedar Creek, Texas

Today in Compute College

Lesson & Term of the Day

Today's lesson

How model releases affect AI compute demand

Learn how new AI model releases can change inference demand, training demand, token usage, cloud GPU capacity, and the AI compute market. Why it matters today: Today's lesson connects the Model Benchmarks & AI Compute Economics track to the compute market readers are watching.

Term of the Day

Effective price

Effective price is the real price paid after discounts, commitments, credits, utilization, and contract terms. A provider's list price may say one thing, but the effective price can be lower or higher depending on access, reliability, and usage patterns.

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
$6.52 / H100-hr
Last Price Change
Jul 29, 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
Jun 22, 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 from the signal window used for this morning’s brief.

Market effect uncertain · Medium term · medium confidence · Jul 27, 2026

NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs

The source for “NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs” does not yet establish a supported change in compute supply, demand, price, availability, power delivery, financing, or deployment timing.

Market effect uncertain · Medium term · medium confidence · Jul 27, 2026

States cannot be granted filing rights under Section 205 of the Federal Power Act

The source for “States cannot be granted filing rights under Section 205 of the Federal Power Act” does not yet establish a supported change in compute supply, demand, price, availability, power delivery, financing, or deployment timing.

Positive for future capacity · Medium term · medium confidence · Jul 27, 2026

CoreWeave to lease capacity from EdgeConneX at data center campus in Cedar Creek, Texas

The project described in “CoreWeave to lease capacity from EdgeConneX at data center campus in Cedar Creek, Texas” adds prospective compute capacity, but permitting, power procurement, construction, and deployment timing prevent it from increasing immediately available GPU supply.

Positive for future capacity · Medium term · medium confidence · Jul 27, 2026

Nvidia considers $250bn backstop for OpenAI's planned 10GW Ohio data center - report

The project described in “Nvidia considers $250bn backstop for OpenAI's planned 10GW Ohio data center - report” adds prospective compute capacity, but permitting, power procurement, construction, and deployment timing prevent it from increasing immediately available GPU supply.

Positive for future capacity · Medium term · medium confidence · Jul 27, 2026

South Korea's Naver confirms it will expand Sejong data center to 200MW

The project described in “South Korea's Naver confirms it will expand Sejong data center to 200MW” adds prospective compute capacity, but permitting, power procurement, construction, and deployment timing prevent it from increasing immediately available GPU supply.

Power & Data Center Watch

  • Indian cloud company Utho aims to buy 10,000 GPUs in next two years (Data Center Dynamics).
  • Loudoun County considering moratorium on new data center applications, rejects 3.25 million sq ft campus (Data Center Dynamics).
  • Nebius details plans for 1.2GW data center campus in Pennsylvania (Data Center Dynamics).

Market report

Latest GPU pricing report

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

H100 GPU Pricing Report: July 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 Morning Brief issues without relying on the sitemap.

Previous issue: Morning Brief: Monday, July 27, 2026

Signal window: Sunday, July 26, 2026. DOE’s new power export rule at odds with ‘energy emergency’ findings: Public Citizen

Next issue: Morning Brief: Wednesday, July 29, 2026

Signal window: Tuesday, July 28, 2026. Powerful Compute So Compact, It’s Clutch — Build AI Anywhere With NVIDIA Jetson