Tax-loss harvesting alternatives for EXPD

Among the 6 Air Freight & Logistics peers screened, CHRW (C.H. Robinson) has tracked EXPD most closely over the past year, with a return correlation of 0.57. The strongest fund stand-in is XTN (SPDR S&P Transportation ETF) at 0.44 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
CHRW	C.H. Robinson	Air Freight & Logistics	0.57	0.55	0.56	0.57
XPO	XPO Inc.	Air Freight & Logistics	0.41	0.41	0.46	0.48
HUBG	Hub Group, Inc.	Air Freight & Logistics	0.39	0.50	0.54	0.51
GXO	GXO Logistics	Air Freight & Logistics	0.34	0.41	0.44	—
UPS	United Parcel Service	Air Freight & Logistics	0.29	0.39	0.48	0.50
FDX	FedEx Corp.	Air Freight & Logistics	0.28	0.40	0.46	0.51

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
XTN	SPDR S&P Transportation ETF	Transportation	INDUSTRY	0.44	0.54	0.57	0.61
IYT	iShares Transportation Average	Transportation	INDUSTRY	0.41	0.52	0.59	0.65
IYJ	iShares US Industrials ETF	Industrials Sector	SECTOR	0.27	0.43	0.53	0.60
PAVE	Global X US Infrastructure	Infrastructure	SECTOR	0.23	0.39	0.49	0.55
VIS	Vanguard Industrials ETF	Industrials Sector	SECTOR	0.23	0.41	0.52	0.59
FIDU	Fidelity MSCI Industrials ETF	Industrials Sector	SECTOR	0.23	0.41	0.52	0.59
XLI	Industrial Select Sector SPDR	Industrials Sector	SECTOR	0.22	0.41	0.52	0.58
JETS	US Global Jets ETF	Airlines	SUB-IND	0.16	0.32	0.34	0.38
BOTZ	Global X Robotics & AI	Robotics & AI	SECTOR	0.12	0.28	0.41	0.49
PPA	Invesco Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.10	0.25	0.34	0.46
XAR	SPDR S&P Aerospace & Defense	Aerospace & Defense (Equal Wt)	INDUSTRY	0.08	0.22	0.32	0.42
ITA	iShares Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.08	0.21	0.30	0.41

NEXT STEPS

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Replacement research for EXPD's peers

CHRW XPO HUBG GXO UPS FDX

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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.