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Tax-loss replacement research
VRRM
Verra Mobility Corporation
IndustrialsProfessional ServicesData Processing & Outsourced Services
6 stocks · 12 ETFs
data as of Aug 24, 2026
REPLACEMENT RESEARCH

Tax-loss harvesting alternatives for VRRM

Among the 6 Data Processing & Outsourced Services peers screened, EXLS (EXL Service) has tracked VRRM most closely over the past year, with a return correlation of 0.27. The strongest fund stand-in is BOTZ (Global X Robotics & AI) at 0.07 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
EXLSEXL ServiceData Processing & Outsourced Services0.270.270.280.39
GGenpactData Processing & Outsourced Services0.180.160.220.37
CNXCConcentrixData Processing & Outsourced Services0.170.180.22
BRBroadridge Financial SolutionsData Processing & Outsourced Services0.160.220.270.30
MMSMaximus Inc.Data Processing & Outsourced Services0.090.180.220.30
MBGLMobility Global, Inc.Data Processing & Outsourced Services
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
BOTZGlobal X Robotics & AIRobotics & AISECTOR0.070.160.250.36
XTNSPDR S&P Transportation ETFTransportationINDUSTRY0.030.170.270.40
IYJiShares US Industrials ETFIndustrials SectorSECTOR0.030.190.280.43
JETSUS Global Jets ETFAirlinesSUB-IND0.000.130.220.37
ITAiShares Aerospace & Defense ETFAerospace & DefenseINDUSTRY0.000.110.190.38
IYTiShares Transportation AverageTransportationINDUSTRY-0.000.150.250.39
PPAInvesco Aerospace & Defense ETFAerospace & DefenseINDUSTRY-0.010.120.200.39
XLIIndustrial Select Sector SPDRIndustrials SectorSECTOR-0.010.150.240.40
VISVanguard Industrials ETFIndustrials SectorSECTOR-0.020.150.250.42
FIDUFidelity MSCI Industrials ETFIndustrials SectorSECTOR-0.020.150.250.41
XARSPDR S&P Aerospace & DefenseAerospace & Defense (Equal Wt)INDUSTRY-0.030.090.190.38
PAVEGlobal X US InfrastructureInfrastructureSECTOR-0.040.130.230.41
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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.