Tax-loss harvesting alternatives for AEE

Among the 13 Multi-Utilities peers screened, WEC (WEC Energy Group) has tracked AEE most closely over the past year, with a return correlation of 0.86. The strongest fund stand-in is IDU (iShares US Utilities ETF) at 0.82 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

Ticker	Name	Sub-industry	1Y	3Y	5Y	10Y
WEC	WEC Energy Group	Multi-Utilities	0.86	0.84	0.87	0.86
CMS	CMS Energy	Multi-Utilities	0.84	0.80	0.85	0.87
CNP	CenterPoint Energy	Multi-Utilities	0.84	0.70	0.77	0.70
OGE	OGE Energy	Multi-Utilities	0.83	0.79	0.82	0.73
DTE	DTE Energy	Multi-Utilities	0.81	0.78	0.82	0.76
PNW	Pinnacle West Capital	Multi-Utilities	0.79	0.77	0.76	0.77
NI	NiSource	Multi-Utilities	0.76	0.74	0.78	0.79
SRE	Sempra	Multi-Utilities	0.65	0.56	0.65	0.66
AVA	Avista Corporation	Multi-Utilities	0.64	0.66	0.66	0.64
ES	Eversource Energy	Multi-Utilities	0.60	0.62	0.71	0.78
MDU	MDU Resources Group, Inc.	Multi-Utilities	0.52	0.47	0.52	0.50
BKH	Black Hills Corporation	Multi-Utilities	0.51	0.62	0.69	0.72
NWE	NorthWestern Energy	Multi-Utilities	0.51	0.61	0.64	0.72

ETFS

Fund stand-ins

An ETF is generally not 'substantially identical' to a single stock, which is why funds are the standard wash-sale-aware replacement.

Ticker	Name	Focus	Match	1Y	3Y	5Y	10Y
IDU	iShares US Utilities ETF	Utilities Sector	SECTOR	0.82	0.79	0.85	0.88
XLU	Utilities Select Sector SPDR	Utilities Sector	SECTOR	0.81	0.79	0.85	0.88
FUTY	Fidelity MSCI Utilities ETF	Utilities Sector	SECTOR	0.81	0.79	0.85	0.88
VPU	Vanguard Utilities ETF	Utilities Sector	SECTOR	0.80	0.79	0.85	0.88
IWM	iShares Russell 2000	Small-Cap	BROAD	0.08	0.21	0.28	0.34
TAN	Invesco Solar ETF	Solar Energy	SUB-IND	-0.01	0.08	0.14	0.19
VTI	Vanguard Total Stock Market	Total US Market	BROAD	-0.05	0.13	0.28	0.41
ICLN	iShares Global Clean Energy	Clean Energy	INDUSTRY	-0.06	0.11	0.21	0.27
SPY	SPDR S&P 500 ETF	S&P 500	BROAD	-0.06	0.13	0.29	0.43
IVV	iShares Core S&P 500	S&P 500	BROAD	-0.07	0.12	0.29	0.43
VOO	Vanguard S&P 500 ETF	S&P 500	BROAD	-0.07	0.12	0.28	0.44
QCLN	First Trust NASDAQ Clean Edge	Clean Energy	INDUSTRY	-0.10	0.05	0.12	0.19

NEXT STEPS

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Replacement research for AEE's peers

WEC CMS CNP OGE DTE PNW NI SRE AVA ES MDU BKH NWE

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Method: Pearson correlation of daily closing-price returns, Yahoo Finance data, series aligned by trading day, refreshed weekly. A cell is blank when overlapping history covers less than 60% of its window. Correlation is descriptive, not predictive. Wash-sale treatment depends on facts and circumstances — confirm with a tax professional. Not investment advice.