H100 IndexWhat it costs to rent one H100 GPU for an hour on demand — the market’s anchor price.
- Value
- $4.29 / H100-hr
- Last Price Change
- May 27, 2026
Morning Brief
Morning Brief: Tuesday, May 19, 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, May 19, 2026
- Signal window
- Monday, May 18, 2026
- AMD and Meta Announce Expanded Strategic Partnership to Deploy 6 Gigawatts of AMD GPUs
- AMD and OpenAI Announce Strategic Partnership to Deploy 6 Gigawatts of AMD GPUs
- NVIDIA and Corning Announce Long-Term Partnership to Strengthen US Manufacturing for AI Infrastructure
Today's Compute College lesson
Utilization
Utilization measures how much of available compute capacity is actually being used.
Why it matters today: Utilization helps explain why the same GPU price can produce very different real-world AI costs.
Read the lessonLearn the Market
Term of the Day: Power purchase agreement
A power purchase agreement, or PPA, is a contract to buy electricity over time. Large data center operators use PPAs to secure power supply, manage costs, and support new generation projects. In AI compute, long-term power contracts can be as strategic as chip purchases.
Market signals
Compute market signals
Spot Compute PriceThe cheaper, interruptible GPU price — a read on whether spare capacity is available.
- Value
- $2.73 / 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
- $3.40 / 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
- 70 / 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.
May 19, 2026
AMD and Meta Announce Expanded Strategic Partnership to Deploy 6 Gigawatts of AMD GPUs
this may affect gpu supply, demand, capacity, bottlenecks, or financing.
May 19, 2026
AMD and OpenAI Announce Strategic Partnership to Deploy 6 Gigawatts of AMD GPUs
this may affect gpu supply, demand, capacity, bottlenecks, or financing.
May 19, 2026
NVIDIA and Corning Announce Long-Term Partnership to Strengthen US Manufacturing for AI Infrastructure
this may affect gpu supply, demand, capacity, bottlenecks, or financing.
May 19, 2026
NVIDIA and IREN Announce Strategic Partnership to Accelerate Deployment of up to 5 Gigawatts of AI Infrastructure
this may affect gpu supply, demand, capacity, bottlenecks, or financing.
May 13, 2026
Hermes Unlocks Self-Improving AI Agents, Powered by NVIDIA RTX PCs and DGX Spark
this may affect power supply, demand, capacity, bottlenecks, or financing.
May 9, 2026
AWS adds EC2 P6-B200 capacity in GovCloud
Official regional Blackwell availability affects the supply map for advanced AI compute and helps track where new capacity is becoming accessible.
May 19, 2026
Applied Materials to Pay $252 Million Penalty to BIS for Illegally Exporting Semiconductor Manufacturing Equipment
this may affect gpu supply, demand, capacity, bottlenecks, or financing.
Power & Data Center Watch
- Brookhaven’s Electron-Ion Collider Embeds AI Across Accelerator and Detector Systems (HPCwire).
- Lambda closes $1 billion senior secured credit facility to meet gigawatt-scale AI infrastructure demand (Lambda Blog).
- $1.6bn data center plan rejected in Cleveland, Ohio (Data Center Dynamics).
Watch next
Signals for the next issue
- A Call for Collaboration on AI Data Center Infrastructure Standards (Open Compute Project Blog).
- AMD and Eviden to Power Europe’s New Exascale Supercomputer, the First Based in France (AMD Investor Relations).
- AMD Powers Frontier AI Training for Zyphra (AMD Investor Relations).
- GPU benchmarks (Lambda Blog).
- OCP and UALink team up to supercharge AI interconnect performance (UALink News).
Recent Briefs
Brief archive
Use the archive to move between dated Morning Brief issues without relying on the sitemap.
Previous issue: Morning Brief: Monday, May 18, 2026
Signal window: Friday, May 15, 2026 - Sunday, May 17, 2026. AMD and Meta Announce Expanded Strategic Partnership to Deploy 6 Gigawatts of AMD GPUs
Next issue: Morning Brief: Wednesday, May 20, 2026
Signal window: Tuesday, May 19, 2026. NVIDIA and Google Cloud Empower the Next Wave of AI Builders