Tax-loss harvesting alternatives for BFH

Among the 14 Consumer Finance peers screened, SYF (Synchrony Financial) has tracked BFH most closely over the past year, with a return correlation of 0.73. The strongest fund stand-in is KBWB (Invesco KBW Bank ETF) at 0.64 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
SYF	Synchrony Financial	Consumer Finance	0.73	0.78	0.78	0.72
COF	Capital One Financial	Consumer Finance	0.68	0.70	0.74	0.73
ALLY	Ally Financial	Consumer Finance	0.64	0.65	0.67	0.67
AXP	American Express	Consumer Finance	0.62	0.67	0.66	0.67
ENVA	Enova International, Inc.	Consumer Finance	0.55	0.61	0.63	0.58
SLM	SLM Corp	Consumer Finance	0.48	0.57	0.55	0.51
DAVE	Dave, Inc.	Consumer Finance	0.43	0.29	0.27	—
ECPG	Encore Capital Group, Inc.	Consumer Finance	0.38	0.45	0.40	0.42
NAVI	Navient	Consumer Finance	0.36	0.52	0.52	0.57
SOFI	SoFi Technologies	Consumer Finance	0.36	0.46	0.42	—
WRLD	World Acceptance Corporation	Consumer Finance	0.35	0.45	0.42	0.39
PRG	PROG Holdings, Inc.	Consumer Finance	0.34	0.40	0.45	0.41
EZPW	EZCORP, Inc.	Consumer Finance	0.26	0.22	0.27	0.29
FCFS	FirstCash	Consumer Finance	0.14	0.20	0.31	0.39

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
KBWB	Invesco KBW Bank ETF	Large Banks	INDUSTRY	0.64	0.70	0.71	0.68
KBE	SPDR S&P Bank ETF	Banks	INDUSTRY	0.63	0.69	0.70	0.68
KRE	SPDR S&P Regional Banking ETF	Regional Banks	SUB-IND	0.60	0.67	0.68	0.66
VFH	Vanguard Financials ETF	Financials Sector	SECTOR	0.59	0.67	0.69	0.67
XLF	Financial Select Sector SPDR	Financials Sector	SECTOR	0.57	0.64	0.67	0.65
IYF	iShares US Financials ETF	Financials Sector	SECTOR	0.56	0.64	0.67	0.66
IPAY	ETFMG Prime Mobile Payments	Payments	SUB-IND	0.43	0.58	0.62	0.59
IAI	iShares Broker-Dealers & Exchanges	Capital Markets	INDUSTRY	0.41	0.57	0.60	0.60
FINX	Global X FinTech ETF	FinTech	SUB-IND	0.38	0.53	0.55	0.50
ARKF	ARK Fintech Innovation ETF	FinTech (Active)	SUB-IND	0.30	0.49	0.51	0.44
KIE	SPDR S&P Insurance ETF	Insurance	INDUSTRY	0.29	0.42	0.51	0.60
IAK	iShares US Insurance ETF	Insurance	INDUSTRY	0.20	0.34	0.45	0.57

NEXT STEPS

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Replacement research for BFH's peers

SYF COF ALLY AXP ENVA SLM DAVE ECPG NAVI SOFI WRLD PRG EZPW FCFS

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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.