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US Equities

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Modeled fair value
SPY · US Large-Cap Index
-1.6Expensive
507090110130150170FAIRMARKET
P10–P90P25–P75Median fair valueToday's market price = 100

Today’s price sits at the 75.9th percentile of modeled fair value — 23% of modeled scenarios put fair value above the market.

Median fair value
94.3
index, market = 100
Upside to median
-5.7%
Last close
$767.18
2026-09-24
Confidence
moderate-high
78/100
Modeled returns

Return distributions, not point forecasts

Percentiles describe the spread of scenario outcomes under the stated method. The width of the range carries as much information as the midpoint.

One year

modeled
P90
+25.5%
P75
+17.5%
Median
+8.0%
P25
-2.0%
P10
-16.0%

70% of modeled scenarios end positive.

Total return decomposed into forward earnings growth of -5% to +18%, a change in the forward multiple between 15.0x and 21.5x against roughly 19.2x today, and a shareholder yield of about 1.9% comprising roughly 1.15% dividends and 0.75% net buybacks. Long-run average equity returns are used only as an unconditional prior and are explicitly adjusted for today's starting valuation and the 4.51% risk-free rate.

Three years, annualised

modeled
P90
+16.0%
P75
+11.5%
Median
+6.3%
P25
+0.5%
P10
-7.5%

Three-year annualised total return from earnings compounding at -1% to +13.5% a year, a terminal forward multiple between 13.5x and 21.0x, and a 1.9% shareholder yield. Only partial multiple normalisation is assumed, in line with the preference for partial rather than full mean reversion.

Against the Treasury hurdle

1y Treasury
4.51%
Expected excess
+3.5%
Basis
direct

A modeled spread over the 4.51% one-year Treasury par yield, not a guaranteed excess return. Note the deliberate separation here: the expected-return edge is positive because earnings are growing, while the valuation score is clearly negative because the price paid for those earnings sits high inside the modeled fair-value distribution.

Instruments

10 in this asset class

SymbolValuationFair valueLast close1y modeled
SPY
US Large-Cap Index
-1.6Expensive94.3$767.18+8.0%
XLV
US Healthcare Sector
+0.6Somewhat cheap106.0$169.87+9.0%
XLF
US Financial Sector
+0.1Fair101.0$54.53+8.0%
DIA
US Blue-Chip Index
-0.2Fair99.5$512.68+7.0%
RSP
US Equal-Weight Index
-0.3Fair99.0$210.26+7.5%
XLI
US Industrial Sector
-1.6Expensive94.0$168.83+7.0%
IWM
US Small-Cap Index
-1.9Expensive90.0$281.66+7.0%
XLY
US Consumer Discretionary Sector
-1.9Expensive90.0$110.32+6.5%
QQQ
US Technology Index
-2.1Expensive88.0$741.10+8.5%
SMH
US Semiconductor Sector
-2.6Exceptionally expensive80.0$600.52+9.0%