Tax-loss harvesting alternatives for AM

Among the 9 Oil & Gas Storage & Transportation peers screened, WMB (Williams Companies) has tracked AM most closely over the past year, with a return correlation of 0.66. The strongest fund stand-in is AMLP (Alerian MLP ETF) at 0.60 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
WMB	Williams Companies	Oil & Gas Storage & Transportation	0.66	0.73	0.72	0.59
KMI	Kinder Morgan	Oil & Gas Storage & Transportation	0.66	0.70	0.72	0.54
DTM	DT Midstream	Oil & Gas Storage & Transportation	0.66	0.71	0.72	—
TRGP	Targa Resources	Oil & Gas Storage & Transportation	0.61	0.61	0.69	0.59
OKE	Oneok	Oil & Gas Storage & Transportation	0.57	0.60	0.67	0.56
KNTK	Kinetik Holdings, Inc.	Oil & Gas Storage & Transportation	0.41	0.54	0.53	0.29
VNOM	Viper Energy	Oil & Gas Storage & Transportation	0.40	0.41	0.54	0.48
LPG	Dorian LPG Ltd.	Oil & Gas Storage & Transportation	-0.00	0.15	0.27	0.31
INSW	International Seaways, Inc.	Oil & Gas Storage & Transportation	-0.02	0.11	0.25	0.28

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
AMLP	Alerian MLP ETF	Energy Infrastructure	INDUSTRY	0.60	0.65	0.72	0.62
FENY	Fidelity MSCI Energy ETF	Energy Sector	SECTOR	0.50	0.50	0.63	0.56
VDE	Vanguard Energy ETF	Energy Sector	SECTOR	0.50	0.51	0.63	0.56
IYE	iShares US Energy ETF	Energy Sector	SECTOR	0.50	0.51	0.63	0.56
XLE	Energy Select Sector SPDR	Energy Sector	SECTOR	0.49	0.49	0.62	0.54
IEO	iShares US Oil & Gas E&P ETF	Oil & Gas E&P	SUB-IND	0.47	0.47	0.62	0.57
XOP	SPDR S&P Oil & Gas E&P ETF	Oil & Gas E&P	SUB-IND	0.46	0.48	0.64	0.59
IEZ	iShares US Oil Equipment & Services	Oil Services	SUB-IND	0.37	0.42	0.56	0.54
OIH	VanEck Oil Services ETF	Oil Services	SUB-IND	0.36	0.40	0.55	0.53
CRAK	VanEck Oil Refiners ETF	Oil Refiners	SUB-IND	0.28	0.31	0.51	0.43
SPY	SPDR S&P 500 ETF	S&P 500	BROAD	-0.03	0.31	0.46	0.36
VOO	Vanguard S&P 500 ETF	S&P 500	BROAD	-0.03	0.31	0.46	0.35

NEXT STEPS

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Replacement research for AM's peers

WMB KMI DTM TRGP OKE KNTK VNOM LPG INSW

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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.