Learn AI compute, then follow the market

Morning Brief

Morning Brief: Thursday, June 25, 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
Thursday, June 25, 2026
Signal window
Wednesday, June 24, 2026
  • Fire at STT GDC/Tata data center in India caused "extensive damage" - report
  • PSC Secures $10M NSF Grant to Build Bridges-3 Supercomputer
  • Hyperscale Data signs 20MW capacity agreement with neocloud customer at its Michigan data center

Today in Compute College

Lesson & Term of the Day

Today's lesson

On-Demand vs Reserved vs Spot GPU Pricing

On-demand, reserved, and spot GPU pricing are three ways buyers obtain and pay for AI compute capacity. Why it matters today: Today's lesson connects the GPU Pricing & Capacity track to the compute market readers are watching.

Term of the Day

InfiniBand

InfiniBand is a high-speed networking technology often used in AI and high-performance computing clusters. It helps GPUs communicate with low latency and high bandwidth. For large training runs, network quality can determine how efficiently thousands of GPUs work together.

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.

Jun 24, 2026

Fire at STT GDC/Tata data center in India caused "extensive damage" - report

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

Jun 24, 2026

PSC Secures $10M NSF Grant to Build Bridges-3 Supercomputer

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

Jun 24, 2026

Hyperscale Data signs 20MW capacity agreement with neocloud customer at its Michigan data center

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

Jun 24, 2026

Locals oppose 240MW data center planned in Lombardy, Italy

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

Jun 24, 2026

Europe Unveils a Record 35 New NVIDIA AI Supercomputers

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

Power & Data Center Watch

  • Fire at STT GDC/Tata data center in India caused "extensive damage" - report (Data Center Dynamics).
  • Hyperscale Data signs 20MW capacity agreement with neocloud customer at its Michigan data center (Data Center Dynamics).
  • Locals oppose 240MW data center planned in Lombardy, Italy (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: Wednesday, June 24, 2026

Signal window: Tuesday, June 23, 2026. NVIDIA Powers Over 400 of the World’s 500 Fastest Supercomputers

Next issue: Morning Brief: Friday, June 26, 2026

Signal window: Thursday, June 25, 2026. Qualcomm unveils three new data center solutions including Dragonfly C1000 CPU, set to be deployed by Meta