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, June 23, 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, June 23, 2026
- Signal window
- Monday, June 22, 2026
- NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
- Eco Wave Power Turns Waves Into Watts With NVIDIA AI Infrastructure and Digital Twins
- Microsoft proposes ratepayer-protection tariff in Nevada
Today's Compute College lesson
What is a Compute Capacity Market?
A compute capacity market organizes access to AI compute as priced, reserved, allocated, or future-delivered capacity.
Why it matters today: Today's lesson connects the Compute Market Structure track to the compute market readers are watching.
Read the lessonLearn the Market
Term of the Day: VRAM
VRAM is the memory available on a GPU. For AI models, more VRAM can allow larger models, longer context, larger batches, or more efficient serving. When a model does not fit comfortably in memory, it may need more GPUs or slower workarounds.
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
- $2.78 / 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 22, 2026
NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
this may affect power supply, demand, capacity, bottlenecks, or financing.
Jun 22, 2026
Eco Wave Power Turns Waves Into Watts With NVIDIA AI Infrastructure and Digital Twins
this may affect power supply, demand, capacity, bottlenecks, or financing.
Jun 22, 2026
Microsoft proposes ratepayer-protection tariff in Nevada
Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.
Jun 22, 2026
Texas, facing 438 GW queue, approves initial large-load interconnection process
Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.
Jun 22, 2026
Microsoft plans 2GW data center campus in Pecos, Texas
Watch item for AI compute supply, demand, capacity, infrastructure, or market structure.
Power & Data Center Watch
- Microsoft proposes ratepayer-protection tariff in Nevada (Data Center Dynamics).
- Texas, facing 438 GW queue, approves initial large-load interconnection process (Utility Dive).
- Centuria Capital Group raises AU$300m in equity for ResetData AI cloud business (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).
- MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200 (Lambda Blog).
- Nebius expands in UK with more NVIDIA-powered infrastructure, more customers, and more cloud capabilities for agentic and enterprise AI June 8, 2026 (Nebius Newsroom).
- Announcing Amazon EC2 G7 instances accelerated by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs (AWS News Blog).
- How FERC’s Large-Load Interconnection Actions Help Address Grid Stress, Improve Affordability (NVIDIA Blog).
Recent Briefs
Last 10 Briefs
Morning Brief: Wednesday, June 24, 2026
Signal window: Tuesday, June 23, 2026. NVIDIA Powers Over 400 of the World’s 500 Fastest Supercomputers
Morning Brief: Tuesday, June 23, 2026
Signal window: Monday, June 22, 2026. NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
Morning Brief: Sunday, June 21, 2026
Signal window: Saturday, June 20, 2026. Meta signs 1.6GW capacity agreement with Crusoe - report
Morning Brief: Saturday, June 20, 2026
Signal window: Friday, June 19, 2026. Announcing Amazon EC2 G7 instances accelerated by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs
Morning Brief: Friday, June 19, 2026
Signal window: Thursday, June 18, 2026. How FERC’s Large-Load Interconnection Actions Help Address Grid Stress, Improve Affordability
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