H
Harvest
Tax-loss replacement research
RYAN
Ryan Specialty
Financials›Insurance›Insurance Brokers
7 stocks · 12 ETFs
data as of Oct 7, 2026
REPLACEMENT RESEARCH

Tax-loss harvesting alternatives for RYAN

Among the 7 Insurance Brokers peers screened, BRO (Brown & Brown) has tracked RYAN most closely over the past year, with a return correlation of 0.68. The strongest fund stand-in is KIE (SPDR S&P Insurance ETF) at 0.65 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

TickerNameSub-industry1Y3Y5Y10Y
BROBrown & BrownInsurance Brokers0.680.640.59—
AONAon plcInsurance Brokers0.600.550.52—
AJGArthur J. Gallagher & Co.Insurance Brokers0.590.590.58—
MRSHMarsh McLennanInsurance Brokers0.580.550.53—
ERIEErie IndemnityInsurance Brokers0.500.420.41—
WTWWillis Towers WatsonInsurance Brokers0.500.460.43—
GSHDGoosehead Insurance, Inc.Insurance Brokers0.500.400.36—
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.

TickerNameFocusMatch1Y3Y5Y10Y
KIESPDR S&P Insurance ETFInsuranceINDUSTRY0.650.570.53—
IAKiShares US Insurance ETFInsuranceINDUSTRY0.540.480.46—
XLFFinancial Select Sector SPDRFinancials SectorSECTOR0.350.320.35—
VFHVanguard Financials ETFFinancials SectorSECTOR0.350.310.35—
IPAYETFMG Prime Mobile PaymentsPaymentsSUB-IND0.300.280.32—
IYFiShares US Financials ETFFinancials SectorSECTOR0.290.290.34—
KBESPDR S&P Bank ETFBanksINDUSTRY0.210.180.24—
KRESPDR S&P Regional Banking ETFRegional BanksSUB-IND0.190.160.22—
FINXGlobal X FinTech ETFFinTechSUB-IND0.140.200.27—
KBWBInvesco KBW Bank ETFLarge BanksINDUSTRY0.110.130.21—
IAIiShares Broker-Dealers & ExchangesCapital MarketsINDUSTRY0.070.180.27—
ARKFARK Fintech Innovation ETFFinTech (Active)SUB-IND0.040.130.22—
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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.