Tax-loss harvesting alternatives for AIN

Among the 39 Industrial Machinery & Supplies & Components peers screened, TKR (Timken) has tracked AIN most closely over the past year, with a return correlation of 0.58. The strongest fund stand-in is IYJ (iShares US Industrials ETF) at 0.47 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
TKR	Timken	Industrial Machinery & Supplies & Components	0.58	0.52	0.56	0.58
CR	Crane	Industrial Machinery & Supplies & Components	0.46	0.45	0.44	—
RBC	RBC Bearings	Industrial Machinery & Supplies & Components	0.43	0.46	0.49	0.51
GTES	Gates Corporation	Industrial Machinery & Supplies & Components	0.41	0.44	0.47	0.49
NPO	EnPro Industries, Inc.	Industrial Machinery & Supplies & Components	0.40	0.49	0.55	0.57
GWW	W. W. Grainger	Industrial Machinery & Supplies & Components	0.40	0.38	0.41	0.40
SWK	Stanley Black & Decker	Industrial Machinery & Supplies & Components	0.39	0.45	0.45	0.49
KAI	Kadant Inc.	Industrial Machinery & Supplies & Components	0.39	0.52	0.55	0.55
LECO	Lincoln Electric	Industrial Machinery & Supplies & Components	0.39	0.41	0.49	0.49
IEX	IDEX Corporation	Industrial Machinery & Supplies & Components	0.39	0.44	0.48	0.53
SXI	Standex International Corporation	Industrial Machinery & Supplies & Components	0.36	0.48	0.52	0.57
MWA	Mueller Water Products	Industrial Machinery & Supplies & Components	0.35	0.43	0.47	0.49
SNA	Snap-on	Industrial Machinery & Supplies & Components	0.35	0.45	0.49	0.49
ESAB	ESAB	Industrial Machinery & Supplies & Components	0.35	0.41	0.44	—
JBTM	JBT Marel Corporation	Industrial Machinery & Supplies & Components	0.34	0.40	0.46	0.51
TNC	Tennant Company	Industrial Machinery & Supplies & Components	0.34	0.44	0.49	0.50
MIDD	Middleby	Industrial Machinery & Supplies & Components	0.33	0.41	0.46	0.51
GGG	Graco Inc.	Industrial Machinery & Supplies & Components	0.30	0.47	0.51	0.53
FTV	Fortive	Industrial Machinery & Supplies & Components	0.30	0.45	0.49	0.49
PRLB	Protolabs	Industrial Machinery & Supplies & Components	0.30	0.33	0.33	0.35
FELE	Franklin Electric	Industrial Machinery & Supplies & Components	0.30	0.51	0.56	0.55
NDSN	Nordson Corporation	Industrial Machinery & Supplies & Components	0.29	0.46	0.50	0.51
KMT	Kennametal	Industrial Machinery & Supplies & Components	0.28	0.42	0.48	0.51
ATMU	Atmus Filtration Technologies Inc.	Industrial Machinery & Supplies & Components	0.28	0.36	0.34	—
VMI	Valmont Industries	Industrial Machinery & Supplies & Components	0.28	0.38	0.45	0.46
SPXC	SPX Technologies	Industrial Machinery & Supplies & Components	0.28	0.43	0.48	0.53
DCI	Donaldson Company	Industrial Machinery & Supplies & Components	0.26	0.43	0.50	0.53
CRS	Carpenter Technology	Industrial Machinery & Supplies & Components	0.26	0.42	0.47	0.54
ESE	ESCO Technologies Inc.	Industrial Machinery & Supplies & Components	0.25	0.41	0.47	0.52
HUBB	Hubbell Incorporated	Industrial Machinery & Supplies & Components	0.25	0.40	0.43	0.49
EPAC	Enerpac Tool Group	Industrial Machinery & Supplies & Components	0.24	0.40	0.43	0.47
PNR	Pentair	Industrial Machinery & Supplies & Components	0.23	0.40	0.45	0.48
MLI	Mueller Industries	Industrial Machinery & Supplies & Components	0.23	0.43	0.48	0.55
XYL	Xylem Inc.	Industrial Machinery & Supplies & Components	0.23	0.29	0.38	0.45
ZWS	Zurn Elkay Water Solutions Corp.	Industrial Machinery & Supplies & Components	0.22	0.36	0.41	0.44
ITT	ITT Inc.	Industrial Machinery & Supplies & Components	0.21	0.38	0.48	0.54
OTIS	Otis Worldwide	Industrial Machinery & Supplies & Components	0.20	0.30	0.39	0.38
FLS	Flowserve	Industrial Machinery & Supplies & Components	0.19	0.35	0.42	0.50
MFP	Midera Food Processing, Inc.	Industrial Machinery & Supplies & Components	—	—	—	—

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
IYJ	iShares US Industrials ETF	Industrials Sector	SECTOR	0.47	0.57	0.61	0.62
PAVE	Global X US Infrastructure	Infrastructure	SECTOR	0.45	0.57	0.62	0.65
VIS	Vanguard Industrials ETF	Industrials Sector	SECTOR	0.45	0.57	0.62	0.64
FIDU	Fidelity MSCI Industrials ETF	Industrials Sector	SECTOR	0.45	0.57	0.62	0.63
XLI	Industrial Select Sector SPDR	Industrials Sector	SECTOR	0.43	0.55	0.60	0.62
XAR	SPDR S&P Aerospace & Defense	Aerospace & Defense (Equal Wt)	INDUSTRY	0.39	0.49	0.55	0.61
ITA	iShares Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.38	0.46	0.53	0.60
PPA	Invesco Aerospace & Defense ETF	Aerospace & Defense	INDUSTRY	0.37	0.48	0.55	0.60
JETS	US Global Jets ETF	Airlines	SUB-IND	0.36	0.45	0.49	0.53
XTN	SPDR S&P Transportation ETF	Transportation	INDUSTRY	0.35	0.51	0.55	0.59
IYT	iShares Transportation Average	Transportation	INDUSTRY	0.33	0.49	0.53	0.56
BOTZ	Global X Robotics & AI	Robotics & AI	SECTOR	0.32	0.44	0.47	0.48

NEXT STEPS

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Replacement research for AIN's peers

TKR CR RBC GTES NPO GWW SWK KAI LECO IEX SXI MWA SNA ESAB JBTM TNC MIDD GGG FTV PRLB FELE NDSN KMT ATMU VMI SPXC DCI CRS ESE HUBB EPAC PNR MLI XYL ZWS ITT OTIS FLS MFP

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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.