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: Saturday, June 13, 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
- 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's Compute College 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 lessonLearn the Market
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
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 15, 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.
Jun 12, 2026
QumulusAI secures $124m in AI infrastructure agreements
Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.
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.
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.
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.
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).
Watch next
Signals for the next issue
- Applied Digital Reaches Significant Milestone, Surpassing 1 GW of Contracted Capacity with U.S. Based High Investment-Grade Hyperscaler Lease at Fourth Campus, Polaris Forge 3 (Applied Digital Press Releases).
- 1M+ customers have connected solar to PG&E’s grid (Utility Dive).
- NVIDIA Confidential Computing to Help Expand Apple’s Private Cloud Compute (NVIDIA Blog).
- FirstEnergy asks FERC to require data centers to pay for transmission interconnection costs (Utility Dive).
- AWS Weekly Roundup: Claude Opus 4.8 on AWS, Aurora MySQL with Kiro Powers, and more (June 1, 2026) (AWS News Blog).
Recent Briefs
Last 10 Briefs
Morning Brief: Thursday, June 18, 2026
Signal window: Wednesday, June 17, 2026. New 339-mile transmission line brings Canadian hydropower to NYC
Morning Brief: Wednesday, June 17, 2026
Signal window: Tuesday, June 16, 2026. MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200
Morning Brief: Tuesday, June 16, 2026
Signal window: Monday, June 15, 2026. Bitdeer breaks ground on natural gas plant and data center in Alberta, Canada
Morning Brief: Monday, June 15, 2026
Signal window: Sunday, June 14, 2026. Data centers are getting caught up in conflict. What does this mean for cloud strategy?
Morning Brief: Sunday, June 14, 2026
Signal window: Saturday, June 13, 2026. NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark
Morning Brief: 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.
Morning Brief: Friday, June 12, 2026
Signal window: Thursday, June 11, 2026. 1M+ customers have connected solar to PG&E’s grid
Morning Brief: Thursday, June 11, 2026
Signal window: Wednesday, June 10, 2026. NVIDIA Confidential Computing to Help Expand Apple’s Private Cloud Compute
Morning Brief: Wednesday, June 10, 2026
Signal window: Tuesday, June 9, 2026. FirstEnergy asks FERC to require data centers to pay for transmission interconnection costs
Morning Brief: Tuesday, June 9, 2026
Signal window: Monday, June 8, 2026. Microsoft seeks Nevada tariff to shield ratepayers from data center costs