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Morning Brief

Morning Brief: Saturday, June 13, 2026

By ComputeTape Editorial

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
Saturday, June 13, 2026
Signal window
Friday, June 12, 2026
  • What could save Arizona tens of millions in annual customer and infrastructure costs? Residential pool pumps.
  • QumulusAI secures $124m in AI infrastructure agreements
  • Jinko Power plots 1GW solar powered AI data center in western China - report

Today in Compute College

Lesson & Term of the Day

Today's lesson

What is MMLU-Pro?

Learn what MMLU-Pro measures, how it differs from older academic benchmarks, and why benchmark difficulty matters for AI model evaluation. Why it matters today: Today's lesson connects the Model Benchmarks & AI Compute Economics track to the compute market readers are watching.

Read the lesson →

Term of the Day

Accelerator

An accelerator is a chip designed to speed up specialized computing tasks. In AI, GPUs are the most visible accelerators, but TPUs, custom ASICs, and other AI chips also compete for training and inference workloads. Accelerators are the engine room of modern AI infrastructure.

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
$2.21 / 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 12, 2026

What could save Arizona tens of millions in annual customer and infrastructure costs? Residential pool pumps.

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

Source: Utility Dive

Jun 12, 2026

QumulusAI secures $124m in AI infrastructure agreements

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

Source: Data Center Dynamics

Jun 12, 2026

Jinko Power plots 1GW solar powered AI data center in western China - report

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

Source: Data Center Dynamics

Jun 12, 2026

GMI Cloud and Magna AI partner on global network of "sovereign AI factories"

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

Source: Data Center Dynamics

Jun 12, 2026

QTS files to expand Richmond data center campus in Virginia

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

Source: Data Center Dynamics

Power & Data Center Watch

  • What could save Arizona tens of millions in annual customer and infrastructure costs? Residential pool pumps. (Utility Dive).
  • QumulusAI secures $124m in AI infrastructure agreements (Data Center Dynamics).
  • Jinko Power plots 1GW solar powered AI data center in western China - report (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.

Open report →

Recent Briefs

Brief archive

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

Previous issue: Morning Brief: Friday, June 12, 2026

Signal window: Thursday, June 11, 2026. 1M+ customers have connected solar to PG&E’s grid

Open previous issue →

Next issue: Morning Brief: Sunday, June 14, 2026

Signal window: Saturday, June 13, 2026. NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark

Open next issue →