News 60 · Updated 08/21, 01:43 PM

Bubble Monitor

As of 2026-08-21 · Updated 2026-08-21

Temperature

60 / 100
Warm · Demand Intact, Financing Structure the New Risk
Weighted Breakdown
Demand 72
Supply 57
Financing 52
Valuation 54
Weighted average: Demand 30% · Supply 25% · Financing 20% · Valuation 25%. · A four-dimension weighted framework: demand, supply, financing and valuation. Each dimension is scored 0-100 from its underlying indicators and combined by weight into a single temperature reading.

Verdict

Demand is not what changed this period; the financing structure behind it is. On August 10 NVIDIA announced platforms with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to mobilise over $500B of third-party capital for AI data centres, explicitly treating compute like commercial real estate or toll roads and keeping most of the resulting debt off NVIDIA's own balance sheet. The market did not read it as unambiguously good: NVIDIA shed roughly $130B of market value that day on renewed concern about circular financing, where a supplier underwrites its own customers. That matters more than any single valuation metric, because the argument that this cycle is safer than 2000 has rested on hyperscalers funding capex from operating cash flow — and Alphabet, with first-half capex up 111% to $98B, turned free-cash-flow negative in Q2 for the first time. Valuation is stretched but not obviously more so than a week ago: the Shiller CAPE reached 40.91 in July, its highest since August 2000 and short of the 44.19 record set in November 1999, and top-five S&P 500 concentration near 30% is the highest in 50 years. The genuine offset is that corporate credit spreads remain tight and markets are not pricing default stress. Supply is finally responding — Micron committed roughly $50B to two Boise fabs on August 20 — but first wafer output is not due until mid-2027, so nothing relieves the current shortage.
Demand 30%
72
Whether real end-demand for AI compute and applications is still outrunning available supply.
Supply 25%
57
How fast capacity, including chips, power and data-centre shells, is actually being built out to meet that demand.
Financing 20%
52
How much of the buildout is funded by cheap or speculative capital versus operating cash flow.
Valuation 25%
54
How stretched public-market multiples on AI-linked names are relative to demonstrated, not projected, earnings.

Indicators

IndicatorRegionValueChangeTrendSource
Model Capability Index Global 82.4 index +2.1 MoM · +24.6 YoY ▲ Independent model-evaluation tracker
Enterprise AI Adoption Rate US 41.2 % +1.8 MoM · +19.3 YoY ▲ Enterprise survey panel
Inference Token Volume Growth Global 186 % YoY +186 YoY ▲ Provider usage disclosures (aggregated)
Hyperscaler Capex Growth US 77 % YoY +77 YoY ▲ Q2 2026 earnings guidance
GPU Fleet Utilisation Rate Global 84 % +1.2 MoM · +3.4 YoY ▲ Industry estimate
HBM Wafer Share of DRAM Output Global 22 % +4 YoY ▲ TrendForce
CoWoS Capacity Growth Global 60 % YoY +60 YoY ▲ TSMC investor communications
Gas Turbine Backlog Global 3.2 years +0.9 YoY ▲ OEM order-book commentary
Data-Centre Vacancy Rate US 1.8 % -0.3 MoM · -2.1 YoY ▼ Commercial real estate data provider
Grid Interconnect Queue Time US 3.6 years +0.7 YoY ▲ Grid operator filings
AI-Linked Corporate Debt Issuance US 64 % YoY +64 YoY ▲ Debt capital markets data
VC Funding into AI Startups Global 48.2 $B, quarterly +6.1 MoM · +32 YoY ▲ Venture data provider
Neocloud Debt-to-EBITDA (industry avg, illustrative) Global 4.8 x +0.2 MoM · +1.1 YoY ▲ Illustrative estimate from public filings
GPU-Backed Financing Vehicles US 14 count, cumulative +2 MoM · +9 YoY ▲ Public filings tracker
AI-Basket Forward P/E vs 10-Year Average US 1.42 x avg +0.03 MoM · +0.18 YoY ▲ Aggregated equity data
Top-10 S&P 500 Concentration US 35 % +0.4 MoM · +6.2 YoY ▲ Index data provider
Short Interest, AI-Linked Basket US 3.1 % of float -0.2 MoM · -0.6 YoY ▼ Exchange short-interest data
Insider Selling Ratio US 6.8 x, sell:buy +0.4 MoM · +1.9 YoY ▲ Form 4 filings aggregator