CSIMarket
 


International Business Machines Corporation  (IBM)
Other Ticker:  
 
    Sector  Technology    Industry Computer Hardware
   Industry Computer Hardware
   Sector  Technology
 
 

Company's Customers Expenditure Growth Rates

(Quarterly in %)
 
COMPANY NAME TICKER REV. Y/Y REV. SEQ. INC. Y/Y INC. SEQ.
International Business Machines Corporation 4 Q IBM 4.13 % 17.82 % 21.33 % 92.96 %
CUSTOMER NAME TICKER COST OF REV. COST OF REV. SG&A SG&A
    Y/Y SEQ. Y/Y SEQ.
1st Franklin Financial Corporation 3 Q FFC - - 1.94 % 6.21 %
1st Source Corporation 4 Q SRCE -27.85 % -8.91 % 8.01 % 3.63 %
3m Company 4 Q MMM 2.03 % 2.14 % -24.28 % -72.88 %
Aci Worldwide inc 4 Q ACIW 1.67 % 2.29 % 55.16 % 17.09 %
Acnb Corporation 4 Q ACNB - - -97.29 % -7.88 %
Admiral Financial Corp 4 Q ADFK - - - -
Adtran Holdings Inc 3 Q ADTN -16.46 % - -15.99 % -
Aerovironment Inc 3 Q AVAV 22.53 % 22.09 % 19.2 % 18.13 %
Agilent Technologies inc 3 Q A -7.65 % -23.77 % -6.87 % -3.44 %
Akoustis Technologies Inc 4 Q AKTS 20.14 % -21.64 % 59.2 % -9.1 %
Alarm com Holdings Inc 4 Q ALRM 2.06 % -0.23 % -12.74 % 8.75 %
Alibaba Group Holding Limited 1 Q BABA -5.94 % - -37.04 % -
Allegro Microsystems Inc 3 Q ALGM 35.78 % -5 % 10.34 % -2.42 %
Ally Financial Inc 4 Q ALLY - 4.72 % -9.94 % -2.16 %
Alpha And Omega Semiconductor Limited 4 Q AOSL -10.85 % -6.2 % -2.51 % 14.33 %
Alpine 4 Holdings Inc 2 Q ALPP 4.65 % 4.46 % 7.35 % -3.41 %
Amazon com Inc 4 Q AMZN 8.07 % 23.37 % 76.23 % 22.28 %
Ambarella Inc 3 Q AMBA -36.34 % -13.04 % -3.68 % -3.38 %
Amdocs Limited 3 Q DOX 6.84 % - 7.97 % -
American Express Co 4 Q AXP - - 290.13 % 2.31 %
American National Bankshares Inc 4 Q AMNB - - -97.01 % -3.46 %
Ameris Bancorp 4 Q ABCB - - -98.16 % 9.22 %
Ameriserv Financial Inc 3 Q ASRV - - -8.29 % -
Ames National Corporation 4 Q ATLO - - 20.99 % 0.19 %
Amkor Technology Inc 4 Q AMKR -6.37 % -4.36 % 13.28 % 7.97 %
Amphenol Corporation 4 Q APH 1.16 % 3.59 % 8.96 % 3.3 %
Amplitech Group Inc 3 Q AMPG -31.37 % -11.51 % 7.13 % 14.61 %
Amtech Systems Inc 3 Q ASYS 5.78 % 10.03 % 105.03 % 7.55 %
Analog Devices Inc 4 Q ADI -7.76 % -3.02 % -11.1 % 0.4 %
Appian Corporation 4 Q APPN -1.22 % -3.04 % 2432.9 % 9.66 %
Applied Materials Inc 4 Q AMAT -2.53 % -1.44 % 5.08 % 7.81 %
Arrow Electronics Inc 4 Q ARW -15.49 % -2.39 % -7.09 % 4.77 %
Arrow Financial Corporation 4 Q AROW - - 0.78 % -2.46 %
Asana Inc 4 Q ASAN -36.13 % -39.3 % 28.06 % 49.39 %
Asml Holding Nv 4 Q ASML 28.16 % - 17.69 % -
Associated Banc corp 4 Q ASB - - -96.01 % 17.61 %
At and t Inc 4 Q T 21.81 % -1.86 % 46.02 % 3.89 %
Atlassian Corporation 4 Q TEAM 25.16 % 8.99 % 18.43 % 13.92 %
Atomera Incorporated 4 Q ATOM - - -84.86 % 23.84 %
Auburn National Bancorporation Inc 4 Q AUBN - - -3.35 % 15.75 %
Aviat Networks Inc 4 Q AVNW -0.79 % 5.45 % 29.43 % 11.46 %
Avid Technology Inc 3 Q AVID -0.31 % -21.55 % -5.57 % -9.4 %
Avnet Inc 3 Q AVT -6.59 % -2.61 % 2.02 % -3.76 %
Axcelis Technologies Inc 4 Q ACLS 10.13 % 6 % 49.42 % 1.18 %
B Riley Financial Inc 3 Q RILY 2426.8 % 93.6 % 35.4 % 17.37 %
Banc Of California Inc 3 Q BANC - - -7.78 % -8.71 %
Bancfirst Corporation 3 Q BANF - - 4.58 % 7.05 %
Bandwidth Inc 4 Q BAND 11.74 % 12.84 % 299.65 % 5.03 %
Bank Of America Corporation 4 Q BAC - - -97.46 % -9.18 %
Bank Of Hawaii Corporation 3 Q BOH - - -1.86 % 4.72 %
Bank Of Marin Bancorp 4 Q BMRC - - 47.38 % -3.54 %
Bank Of South Carolina Corporation 2 Q BKSC - - 9.09 % 3.41 %
Bank Of The James Financial Group Inc 3 Q BOTJ - - -8.11 % -28.42 %
Bankfinancial Corp 3 Q BFIN - - 23.91 % -36.43 %
Bankunited inc 4 Q BKU - - 5.08 % 6.73 %
Bankwell Financial Group Inc 4 Q BWFG - - -97.87 % -
Banner Corporation 4 Q BANR - - -97.4 % 12.39 %
Bar Harbor Bankshares 4 Q BHB - - -97.9 % 48.77 %
Bcb Bancorp Inc 4 Q BCBP - - 10.28 % 5.98 %
Belden Inc 4 Q BDC -16.41 % -10.57 % -2.68 % 7.06 %
Berkshire Hills Bancorp inc 4 Q BHLB - - -97.18 % -28.67 %
Best Buy Co Inc 4 Q BBY -8.68 % 88.49 % -19.06 % 25.93 %
Big Lots Inc 3 Q BIG -17.97 % -14.55 % 4.52 % 15.12 %
Black Knight inc 3 Q BKI - - - -
Boeing Co 4 Q BA 6.6 % 14.06 % 7.34 % 47.17 %
Bok Financial Corp 4 Q BOKF - - -97.19 % 24.02 %
Broadway Financial Corporation 2 Q BYFC - - 12.85 % -0.63 %
Brookline Bancorp inc 4 Q BRKL - - -98.61 % -35.43 %
Bumble Inc 3 Q BMBL 23.95 % 4.32 % 7.05 % 5.39 %
C and F Financial Corporation 4 Q CFFI - - 36.05 % 20.6 %
Cambium Networks Corp 3 Q CMBM -20.07 % 5.61 % -10.14 % -16.07 %
Camden National Corp 4 Q CAC - - 0.93 % 4.48 %
Capital Bancorp Inc 4 Q CBNK - - 47.17 % -6.29 %
Capital City Bank Group Inc 4 Q CCBG - - 44.01 % 3.56 %
Capital one financial corp 4 Q COF - - -56.06 % 29.01 %
Capitol Federal Financial Inc 4 Q CFFN - - -5.15 % 10.06 %
Casa Systems Inc 3 Q CASA -31.46 % 5.88 % 21.09 % 29.49 %
Cathay General Bancorp 4 Q CATY - - 34.7 % 12.58 %
Cb Financial Services Inc 4 Q CBFV - - 38.4 % 15.31 %
Celestica inc 4 Q CLS 8.59 % - -0.11 % -
Central Pacific Financial Corp 4 Q CPF - - -1.12 % 6.04 %
Central Valley Community Bancorp 4 Q CVCY - - 113.26 % -
Cf Bankshares Inc 3 Q CFBK - - 26.22 % -9.52 %
Chemung Financial Corp 4 Q CHMG - - -5.58 % -6.88 %
Choiceone Financial Services Inc 3 Q COFS - - 35.18 % 73.55 %
Ciena Corp 4 Q CIEN -4.97 % -11.27 % 3.51 % 3.65 %
Cincinnati Financial Corporation 4 Q CINF - - - -
Cirrus Logic Inc 4 Q CRUS 2.42 % 28.63 % 0.92 % 9.56 %
Cisco Systems Inc 4 Q CSCO -11.44 % -10.51 % 3.1 % -1.92 %
Citigroup inc 4 Q C - - -97.07 % 16.36 %
Citizens and Northern Corporation 4 Q CZNC - - 9.65 % 2.16 %
Citizens Community Bancorp Inc 3 Q CZWI - - -10.29 % -0.81 %
Citizens Financial Group Inc 4 Q CFG - - 5.37 % 1.21 %
Citizens Financial Services Inc 4 Q CZFS - - 36.63 % -6.13 %
Citizens Holding Co 3 Q CIZN - - 3.31 % -1.17 %
City Holding Company 4 Q CHCO - - 21.9 % 2.64 %
Civista Bancshares Inc 3 Q CIVB - - 33.6 % -7.96 %
Clearfield Inc 4 Q CLFD -47.55 % -22.15 % 0.78 % 25.14 %
Clearone Inc 3 Q CLRO -18.79 % 0 % -2.78 % -15.42 %
Cleartronic Inc 4 Q CLRI 23.41 % 10.66 % 77.26 % -31.82 %
Cloudflare Inc 4 Q NET 23.28 % 7.14 % 279.78 % 9.99 %
Cnb Financial Corp 4 Q CCNE - - 409 % -0.97 %
Codorus Valley Bancorp Inc 4 Q CVLY - - -99.76 % -88.76 %
Cohu Inc 4 Q COHU -26.68 % -10.13 % -5.75 % 1.33 %
Colony Bankcorp Inc 4 Q CBAN - - -96.1 % 37.6 %
Columbia Banking System Inc 4 Q COLB - - -90.49 % 91.16 %
Comcast Corporation 4 Q CMCSA - - -193.58 % 9.43 %
Commerce Bancshares Inc 4 Q CBSH - - -97.62 % 5.48 %
Commonwealth Income and Growth Fund V 3 Q CIGF5 - - - -
Commonwealth Income and Growth Fund Vi 3 Q CIGF6 - - - -
Commonwealth Income and Growth Fund Vii Lp 1 Q CIGF7 - - - -
Commscope Holding Company Inc 3 Q COMM -35.99 % -19.06 % -18.46 % -9.89 %
Community Ban corp 3 Q CMTV - - 9.11 % -4.42 %
Community Bank System Inc 3 Q CBU - - 6.79 % 3.9 %
Community Trust Bancorp Inc 4 Q CTBI - - 12.05 % 2.17 %
Community West Bancshares 3 Q CWBC - - -8.67 % -36.52 %
Consumers Bancorp Inc 4 Q CBKM - - -26.45 % -21.91 %
Corning Inc 4 Q GLW -16.38 % -3.96 % -0.58 % 9.83 %
Credit Acceptance Corp 4 Q CACC - - 173.27 % -2.58 %
Cullen 4 Q CFR - - 7.26 % 6.58 %
Customers Bancorp Inc 3 Q CUBI - - -14.7 % 19.05 %
Cvb Financial Corp 3 Q CVBF - - 9.41 % 23.24 %
Cyberark Software Ltd 4 Q CYBR 23.87 % - 17.58 % -
Cyngn Inc 3 Q CYN - -90.83 % 4.34 % -6.42 %
Danaher Corporation 4 Q DHR -68.8 % -62.76 % -61.51 % -60.7 %
Dell Technologies Inc 3 Q DELL -10.05 % -2.53 % -9.12 % -15.55 %
Diebold Nixdorf Incorporated 4 Q DBD -1.38 % 20.18 % 5.44 % 18.76 %
Digi International Inc 4 Q DGII -13.6 % -100 % 2.83 % -7.59 %
Dime Community Bancshares Inc 3 Q DCOM - - 35.79 % 39.72 %
Diodes Inc 3 Q DIOD -18.27 % -8.49 % -8.14 % -6.72 %
Dish Network Corporation 3 Q DISH -5.88 % -0.94 % -2.42 % -0.92 %
Dropbox Inc 4 Q DBX 5.53 % 2.69 % 3132.43 % 12.51 %
Duo World Inc 2 Q DUUO -76.54 % -59.57 % -55.59 % -15.21 %
Dynatrace Inc 4 Q DT 25.06 % 6.25 % 19.01 % 4.01 %
Eagle Bancorp inc 3 Q EGBN - - -34.97 % -13.12 %
Eagle Bancorp Montana Inc 4 Q EBMT - - 8.99 % 4.82 %
Eagle Financial Services Inc 3 Q EFSI - - 25.97 % -33.33 %
East West Bancorp inc 4 Q EWBC - - 8.61 % 6.2 %
Electronic Systems Technology Inc 4 Q ELST -39.83 % -8.94 % -13.4 % 241.4 %
Embassy Bancorp Inc 3 Q EMYB - - 5.76 % -8.21 %
Encore Wire Corporation 4 Q WIRE 17.27 % - -6.6 % -
Energy Transfer Lp 4 Q ET -1.76 % -1.74 % 31.94 % 21.79 %
Enova International Inc 3 Q ENVA - - 15.04 % 21.4 %
Enterprise Bancorp inc 4 Q EBTC - - -97.88 % 19.76 %
Enterprise Financial Services Corp 4 Q EFSC - - 3.87 % -2.75 %
Equifax inc 4 Q EFX 7.84 % -0.63 % 0.88 % 3.09 %
Equity Bancshares Inc 3 Q EQBK - - 19.14 % 13.61 %
Esco Technologies inc 4 Q ESE 6.15 % -18.41 % 5.2 % -4.57 %
Essa Bancorp Inc 3 Q ESSA - - -0.68 % -2.34 %
Evans Bancorp Inc 4 Q EVBN - - -98.42 % -14.94 %
Everbridge Inc 3 Q EVBG -6.9 % 0 % -21.21 % -13.99 %
Evercommerce Inc 4 Q EVCM 2.85 % -9.87 % -9 % 6.03 %
Evercore Inc 4 Q EVR 0.65 % -0.07 % 7.05 % 42.93 %
Everquote Inc 3 Q EVER 4.65 % 10.87 % -47.8 % -20.9 %
Everspin Technologies Inc 3 Q MRAM -4.41 % 0 % 12.05 % -0.52 %
Expensify Inc 4 Q EXFY 6.95 % 1.32 % -56.65 % -40.94 %
Extreme Networks Inc 3 Q EXTR 6.89 % -5.89 % 17.27 % -2.24 %
F and m Bank Corp 3 Q FMBM - - 7.29 % -16.12 %
Farmers National Banc Corp 3 Q FMNB - - 32.72 % 4.46 %
Fidelity D and D Bancorp Inc 3 Q FDBC - - -61.39 % -3.56 %
Fidelity National Information Services Inc 4 Q FIS -87.93 % -82.6 % -58.5 % -12.19 %
Fifth Third Bancorp 4 Q FITB - - 0 % -11.43 %
Financial Institutions Inc 3 Q FISI - - 14.29 % 49.4 %
First Bancorp Inc 4 Q FNLC - - -11.28 % -0.02 %
First Busey Corporation 4 Q BUSE - - 2.25 % 7.69 %
First Business Financial Services Inc 4 Q FBIZ - - -99.3 % -75.07 %
First Capital Inc 3 Q FCAP - - -2.64 % -1.87 %
First Citizens Bancshares Inc 4 Q FCNCA -4900 % 1.05 % -96.84 % -16 %
First Commonwealth Financial Corp 4 Q FCF - - -95.41 % -9.17 %
First Community Bankshares Inc 4 Q FCBC - - -97.45 % -12.91 %
First Community Corporation 3 Q FCCO - - 273.62 % 64.59 %
First Financial Ban corp 4 Q FFBC - - -97.56 % -14.19 %
First Financial Bankshares Inc 3 Q FFIN - - -2.82 % 3.68 %
First Financial Corporation 4 Q THFF - - 391.8 % 380.8 %
First Financial Northwest Inc 4 Q FFNW - - -1.69 % -4.32 %
First Foundation inc 4 Q FFWM - - -21.01 % -6.51 %
First Guaranty Bancshares Inc 4 Q FGBI - - 6.39 % -3.57 %
First Horizon Corp 4 Q FHN - - -95.45 % 50 %
First Internet Bancorp 4 Q INBK - - -97.39 % 3.6 %
First Interstate Bancsystem Inc 4 Q FIBK - - -88.51 % -31.47 %
First Keystone Corporation 3 Q FKYS - - 5.52 % 5.91 %
First Merchants Corporation 4 Q FRME - - -97.23 % 11.73 %
First Mid Bancshares Inc 3 Q FMBH - - 3.38 % -15.86 %
First National Corp 3 Q FXNC - - -3.32 % -17.74 %
First Northern Community Bancorp 4 Q FNRN - - 0.39 % -
First Northwest Bancorp 4 Q FNWB - - 17.65 % -5.68 %
First Of Long Island Corp 4 Q FLIC - - -25.18 % -16 %
First Savings Financial Group inc 4 Q FSFG - - -9.56 % -17.47 %
First Solar Inc 4 Q FSLR -30.29 % 54.51 % 33.6 % 13.8 %
First United Corporation 4 Q FUNC - - -97.52 % 30.91 %
Five Star Bancorp 4 Q FSBC - - 47.47 % 4.45 %
Flushing Financial Corporation 4 Q FFIC - - 22.48 % 14.81 %
Fnb Corp 4 Q FNB - - -97.13 % -33.33 %
Fncb Bancorp Inc 4 Q FNCB - - 4.16 % -9.53 %
Formfactor inc 4 Q FORM -16.69 % -1.34 % -7.3 % -11.57 %
Franklin Financial Services Corporation 4 Q FRAF - - -94.86 % -8.51 %
Franklin Resources Inc 4 Q BEN - - 0.1 % -
Franklin Wireless Corp 4 Q FKWL -0.33 % -1.62 % 15.28 % 25.14 %
Freshworks Inc 4 Q FRSH 6.94 % 3.47 % 435.27 % 1.82 %
Fs Bancorp Inc 4 Q FSBW - - 7.74 % -2.43 %
Fulton Financial Corp 3 Q FULT - - -64.85 % -65.8 %
Garmin Ltd 3 Q GRMN 16.61 % -2.38 % 6.29 % -1.41 %
Genpact Limited 4 Q G 3.15 % 1.08 % 0.36 % 3.35 %
Genworth Financial Inc 4 Q GNW -0.8 % -2.36 % -24.35 % -10.09 %
George Risk Industries Inc 4 Q RSKIA 11.87 % - 8.8 % -
German American Bancorp Inc 4 Q GABC - - -97.29 % -9.94 %
Gitlab Inc 3 Q GTLB 2.99 % 7.14 % 7.27 % -5.58 %
Glacier Bancorp Inc 4 Q GBCI - - -1.92 % -7.71 %
Glen Burnie Bancorp 3 Q GLBZ - - 23.81 % 13.04 %
Greene County Bancorp Inc 4 Q GCBC - - 3.76 % 2.97 %
Greenhill and Co Inc 3 Q GHL - - 6.3 % 25.88 %
Gsi Technology Inc 4 Q GSIT -27.03 % 0 % -9.51 % 6.38 %
Guidewire Software Inc 4 Q GWRE -10.21 % 3.16 % 9.83 % 10.32 %
H and r Block Inc 4 Q HRB 0.5 % 15.6 % -3.02 % 12.17 %
Hanmi Financial Corporation 3 Q HAFC - - -54.97 % -28.61 %
Harmonic Inc 4 Q HLIT 8.71 % 31.39 % 13.69 % 6.97 %
Hawthorn Bancshares Inc 3 Q HWBK - - -12.79 % 6.23 %
Heartland Financial Usa Inc 4 Q HTLF - - 10.2 % 4.02 %
Heritage Commerce Corp 4 Q HTBK - - 0.03 % -1.61 %
Heritage Financial Corp 4 Q HFWA - 76.19 % -99.25 % -20.31 %
Hewlett Packard Enterprise Company 4 Q HPE 52.56 % -98.98 % -3.26 % -8.71 %
Hills Bancorporation 3 Q HBIA - - 2.04 % 1.95 %
Hilltop Holdings Inc 4 Q HTH - - -4.47 % -7.39 %
Hmn Financial Inc 4 Q HMNF - - -0.27 % -1.37 %
Home Bancorp Inc 4 Q HBCP - - -95.86 % -24.58 %
Home Federal Bancorp Inc Of Louisiana 4 Q HFBL - - 12.51 % -0.8 %
Homestreet Inc 4 Q HMST - - 165.37 % 0.11 %
Hometrust Bancshares Inc 3 Q HTBI - - -17.46 % -30.03 %
Horizon Bancorp Inc 4 Q HBNC - - 9.51 % 9.07 %
Houlihan Lokey Inc 4 Q HLI - - 11.99 % 9.27 %
Hp inc 4 Q HPQ -6.55 % -4.95 % 3.91 % 4.3 %
Huntington Bancshares Incorporated 4 Q HBAN - - 122.73 % 68.97 %
If Bancorp Inc 4 Q IROQ - - -8.14 % -6.1 %
Independent Bank Corp 4 Q INDB -10.15 % - 4.9 % 2.9 %
Independent Bank Corporation 4 Q IBCP - - -0.55 % -4.64 %
Independent Bank Group Inc 4 Q IBTX - - -99.59 % -29.81 %
Infinera Corporation 2 Q INFN -6.34 % -4.97 % -36.43 % -0.2 %
Infosys Limited 1 Q INFY 15.58 % - - -
Inpixon 3 Q INPX -54.9 % 15.64 % -46.73 % -7.41 %
Intel Corporation 4 Q INTC -2.14 % 2.69 % -5.22 % 20.67 %
Interactive Brokers Group inc 4 Q IBKR - - 14.29 % 7.09 %
Intrusion Inc 3 Q INTZ -67.44 % -1.82 % -20.69 % -4.64 %
Invesco Ltd 4 Q IVZ - - -280.41 % -198.47 %
Investar Holding Corporation 4 Q ISTR - - -99.62 % -18.07 %
Irobot Corporation 4 Q IRBT -99.92 % 3.42 % 39.18 % 42.95 %
Iteris inc 4 Q ITI -9.93 % -3.7 % 11.09 % 2.97 %
Itt Inc 4 Q ITT 3.19 % 0.07 % -45.69 % -3.6 %
Jabil Inc 4 Q JBL -14.39 % -1.04 % -1.57 % 6.44 %
Jpmorgan Chase and Co 4 Q JPM - - -93.51 % 15.28 %
Juniata Valley Financial Corp 3 Q JUVF - - - -
Juniper Networks Inc 4 Q JNPR -10.36 % -5.04 % 81.18 % -0.19 %
Kaman Corporation 4 Q KAMN 3.92 % 16.42 % 12.16 % 1.52 %
Kearny Financial Corp 4 Q KRNY - - -58.82 % 32.02 %
Kentucky First Federal Bancorp 4 Q KFFB - - -0.61 % 1.41 %
Keycorp 4 Q KEY - - -97.43 % 10.71 %
Kimball Electronics Inc 4 Q KE -3.98 % -3.98 % 6.71 % 11.03 %
Kla Corporation 4 Q KLAC -19.2 % 3.15 % -2.41 % -1 %
Kulicke And Soffa Industries Inc 4 Q KLIC 4.3 % -14.26 % -2.32 % 6.82 %
Kyndryl Holdings Inc 4 Q KD -11.46 % -6.95 % -3.56 % 11.2 %
Lakeland Bancorp Inc 4 Q LBAI - - -6.6 % -3.9 %
Lakeland Financial Corporation 4 Q LKFN - - 7.1 % -1.53 %
Lam Research Corporation 4 Q LRCX -31.06 % 9.47 % -2.12 % 10.54 %
Landmark Bancorp Inc 3 Q LARK - - 15.05 % 4.29 %
Lattice Semiconductor Corp 4 Q LSCC -5.36 % -7.02 % 7.13 % 4.35 %
Lcnb Corp 4 Q LCNB - - -94.02 % 30.05 %
Leidos Holdings Inc 4 Q LDOS 6.58 % 1.53 % 5.43 % -2.51 %
Lendingclub Corporation 4 Q LC 3.45 % 6.25 % -82.17 % 19.99 %
Lendingtree inc 4 Q TREE -39.94 % 7.34 % -237.68 % -14.47 %
Lincoln National Corporation 4 Q LNC 10.6 % -0.84 % - -
Live Oak Bancshares Inc 4 Q LOB - - -96.91 % -27.42 %
Lockheed Martin Corporation 4 Q LMT -0.66 % 11.79 % - -
Lumentum Holdings Inc 4 Q LITE -10.79 % 26.58 % -13.52 % 16.58 %
M and t Bank Corporation 3 Q MTB - - 7.01 % -19.24 %
Macatawa Bank Corp 4 Q MCBC - - 21.43 % 15.47 %
Macom Technology Solutions Holdings Inc 4 Q MTSI 0.13 % 9.55 % 11.98 % 10.07 %
Magnachip Semiconductor Corporation 4 Q MX -12.47 % -15.97 % -3.84 % -0.08 %
Magyar Bancorp Inc 4 Q MGYR - - -92.06 % -97.2 %
Malvern Bancorp Inc 1 Q MLVF - - 16.02 % 1.88 %
Matthews International Corp 4 Q MATW 2.36 % -3.49 % 3.01 % -3.78 %
Maxlinear Inc 4 Q MXL -58.12 % -6.56 % -26.18 % 35.36 %
Mbia Inc 3 Q MBI -50 % 0 % - -
Mercantile Bank Corporation 3 Q MBWM - - 3.61 % 4.84 %
Merchants Bancorp 4 Q MBIN - - 32.4 % 22.94 %
Meridianlink inc 4 Q MLNK -6.38 % -7.24 % -69.93 % 1.47 %
Microchip Technology Incorporated 4 Q MCHP -7.65 % -11.16 % -15.13 % -12.41 %
Micron Technology Inc 4 Q MU 49.15 % 7.11 % 4.78 % 20.09 %
Micropac Industries Inc 4 Q MPAD 55.33 % 45.45 % 20.53 % 12.64 %
Mid Penn Bancorp Inc 3 Q MPB - - 12.34 % 1.54 %
Middlefield Banc Corp 3 Q MBCN - - 54.48 % -0.24 %
Midwestone Financial Group Inc 4 Q MOFG - - -96.73 % -10.49 %
Mizuho Financial Group Inc 1 Q MFG - - -49.21 % -
Momentive Global Inc 1 Q MNTV -10.24 % 4.88 % -45.27 % 402.45 %
Monday com Ltd 4 Q MNDY 21.22 % - 11.82 % -
Monolithic Power Systems Inc 3 Q MPWR 3.17 % 9.33 % -9.37 % -11.82 %
Morgan Stanley 4 Q MS - - -98.06 % 17.28 %
Motorola Solutions inc 4 Q MSI 2.73 % 9.17 % 11.9 % 11.32 %
Mvb Financial Corp 4 Q MVBF 8.19 % -28.13 % -17.26 % -7.2 %
National Bank Holdings Corp 4 Q NBHC - - -98.22 % -3.09 %
National Bankshares Inc 3 Q NKSH - - -91.82 % -92.41 %
Navient Corporation 3 Q NAVI - - -6.6 % 1.02 %
Nbt Bancorp Inc 3 Q NBTB - - 1.81 % 5.15 %
Nelnet Inc 4 Q NNI 17.66 % 21.9 % 0.89 % 8.3 %
Netgear Inc 3 Q NTGR -29.28 % 7.56 % -9.76 % -4.98 %
Netlist Inc 4 Q NLST 70.9 % 106.25 % -0.65 % -8.26 %
New Peoples Bankshares Inc 3 Q NWPP - - 8.42 % -2.33 %
Nomura Holdings Inc 1 Q NMR - - 4.09 % -
Northern Trust Corporation 4 Q NTRS - - - -
Northrim Bancorp Inc 4 Q NRIM - - 16.31 % 1.2 %
Norwood Financial Corp 4 Q NWFL - - 114.16 % 14056.29 %
Nve Corp 4 Q NVEC -8.34 % -15.3 % -3.5 % -10.25 %
Nvidia Corp 4 Q NVDA 13520.51 % 12.54 % 102.28 % 3.05 %
Oak Valley Bancorp 3 Q OVLY - - 13.13 % 2.67 %
Oceanfirst Financial Corp 4 Q OCFC - - -98.24 % -6 %
Ofg Bancorp 4 Q OFG - - 19.1 % 7.08 %
Ohio Valley Banc Corp 4 Q OVBC - - -97.28 % 19.09 %
Okta Inc 4 Q OKTA -21.14 % -24.14 % 7.77 % 3.33 %
Old Point Financial Corp 3 Q OPOF - - 14.9 % -2.37 %
Old Second Bancorp Inc 4 Q OSBC - - - -
On Semiconductor Corporation 4 Q ON -0.67 % -6.45 % -22.32 % -1.03 %
Onto Innovation Inc 3 Q ONTO -13.04 % 11.11 % -12.01 % -7.92 %
Optical Cable Corporation 4 Q OCC -6.48 % -17.91 % -6.64 % -1.02 %
Optimumbank Holdings Inc 4 Q OPHC - - 57.92 % -1.31 %
Oracle Corporation 4 Q ORCL 6.1 % 3.38 % -5.55 % 3.31 %
Orix Corporation 1 Q IX -54.14 % - 1.85 % -
Orrstown Financial Services Inc 4 Q ORRF - - -96.75 % -2.09 %
Pacific Premier Bancorp Inc 4 Q PPBI - - -98.46 % 5.69 %
Pagerduty Inc 4 Q PD 288.79 % -23.69 % 15.68 % 5.72 %
Park Aerospace Corp 4 Q PKE -15.1 % 0 % 18.45 % -2.64 %
Park National Corporation 4 Q PRK 4.04 % 2.93 % -7.7 % 6.12 %
Parke Bancorp Inc 4 Q PKBK - - 1.92 % 3.21 %
Parkervision Inc 3 Q PRKR 2950 % -3.17 % -46.13 % -19.64 %
Pathfinder Bancorp Inc 3 Q PBHC - - 0.44 % 5.5 %
Pathward Financial Inc 4 Q CASH - -77.2 % 8.45 % 0.65 %
Patriot National Bancorp Inc 2 Q PNBK - - -97.99 % -9.41 %
Paymentus Holdings Inc 3 Q PAY 16.29 % 1.94 % 12.77 % -0.55 %
Peapack gladstone Financial Corporation 3 Q PGC - - 11.51 % -4.14 %
Penns Woods Bancorp inc 4 Q PWOD - - -99.26 % -46.11 %
Peoples Bancorp Inc 4 Q PEBO - - -95.7 % 14.03 %
0 Q - - - -
Peoples Financial Corp 3 Q PFBX - - -4.24 % -2 %
Peoples Financial Services Corp 4 Q PFIS - - -2.71 % 1.76 %
Pixelworks Inc 4 Q PXLW 40.23 % 21.29 % 10.09 % 6.49 %
Pjt Partners Inc 3 Q PJT - - 8.03 % -21.55 %
Plumas Bancorp 3 Q PLBC - - 16.76 % 5.1 %
Pnc Financial Services Group Inc 4 Q PNC - - -97.82 % -20.43 %
Popular Inc 4 Q BPOP - - -85.41 % 34.32 %
Power Integrations Inc 4 Q POWI -24.59 % -27.31 % 8495.56 % -4.64 %
Preformed Line Products Company 3 Q PLPC -1.04 % -7.83 % 13.22 % -2.16 %
Price T Rowe Group Inc 4 Q TROW - - -80.18 % 61.52 %
Prime Meridian Holding Co 3 Q PMHG - - 10.26 % -14 %
Principal Financial Group inc 4 Q PFG -72.6 % 8242.86 % - -
Prosperity Bancshares Inc 3 Q PB - - 7.34 % 0.83 %
Provident Bancorp Inc 2 Q PVBC - - 5.48 % -4.14 %
Provident Financial Holdings inc 4 Q PROV - - 3.43 % 7.74 %
Provident Financial Services Inc 4 Q PFS - - -98.52 % -4.85 %
Prudential Financial Inc 4 Q PRU 151.49 % 64.67 % 5.83 % 15.39 %
Ptc Inc 3 Q PTC 22.16 % 1.48 % 292.84 % -5.26 %
Pure Storage Inc 3 Q PSTG 0.48 % 3.96 % 9.22 % -0.44 %
Qcr Holdings inc 3 Q QCRH - - -0.56 % -17.64 %
Qnb Corp 3 Q QNBC - - 53.19 % -16.6 %
Qorvo Inc 4 Q QRVO 44.35 % 11.76 % 13.96 % -16.18 %
Quaint Oak Bancorp Inc 2 Q QNTO - - 9.57 % 3.48 %
Qualcomm Inc 4 Q QCOM 6.63 % 11.13 % 0.64 % -0.16 %
Qualtrics International Inc 1 Q XM 24.09 % 7.52 % -39.95 % 56.27 %
Quantum Corp 2 Q QMCO -11.15 % -23.89 % -43.98 % 171.87 %
Quicklogic Corp 3 Q QUIK 0 % 0 % 0.79 % -0.47 %
R F Industries Ltd 3 Q RFIL -27.04 % 5.14 % -10.94 % -2.88 %
Rambus Inc 4 Q RMBS -27.14 % 1.35 % -6.02 % 1.31 %
Regional Management Corp 3 Q RM - - 7.31 % 9.06 %
Regions Financial Corporation 4 Q RF - - 0.66 % 3.23 %
Remark Holdings Inc 3 Q MARK -89.67 % -89.88 % 25.93 % -12.14 %
Renasant Corp 4 Q RNST - - 19.92 % 3.43 %
Republic Bancorp inc 4 Q RBCAA - - -95.91 % 12.12 %
Riverview Bancorp Inc 4 Q RVSB 57.78 % 52.36 % 39.6 % -20.56 %
Robinhood Markets Inc 4 Q HOOD - - -90.81 % 53.57 %
S and t Bancorp Inc 4 Q STBA - - -92.71 % -7.47 %
Salisbury Bancorp Inc 2 Q SAL - - -7.5 % -2.58 %
Sandy Spring Bancorp Inc 4 Q SASR - - -98.4 % 70.37 %
Santander Holdings Usa Inc 4 Q SOVxC - - -68.63 % 14.26 %
Schwab Charles Corp 4 Q SCHW -94.25 % - -96.35 % 1.96 %
Science applications International corporation 3 Q SAIC -1.3 % 6.25 % 0 % -1.14 %
Seachange International Inc 1 Q SEAC -18.96 % 61.49 % -72.25 % -87.48 %
Seacoast Banking Corporation Of Florida 4 Q SBCF - - -5.33 % -15.89 %
Security Federal Corp 3 Q SFDL - - -64.88 % -1.24 %
Sei Investments Company 4 Q SEIC - - -197.35 % -1.62 %
Select Medical Holdings Corp 4 Q SEM 2.72 % 0.32 % 13.74 % 6.71 %
Semtech Corp 3 Q SMTC 72.44 % -21.9 % 12.5 % -26.7 %
Servicenow Inc 4 Q NOW 24.34 % 4.03 % 130.16 % 6.01 %
Servisfirst Bancshares Inc 3 Q SFBS - - 2 % 6.84 %
Shore Bancshares Inc 4 Q SHBI - - 222.35 % -9.59 %
Sierra Bancorp 3 Q BSRR - - 9.57 % 4.07 %
Sifco Industries Inc 4 Q SIF -0.19 % -16.53 % 9.18 % 1.96 %
Silicon Laboratories inc 4 Q SLAB -55.77 % -47.62 % -27.78 % 21.13 %
Simmons First National Corp 4 Q SFNC - - -8.27 % -0.58 %
Sitime Corporation 4 Q SITM -17.68 % 26.67 % 4.18 % -4.35 %
Skywater Technology Inc 4 Q SKYT 38.33 % 16.82 % 15.73 % -6.3 %
Skyworks Solutions Inc 4 Q SWKS 0.35 % -6.3 % -6.75 % -207.5 %
Slm Corp 4 Q SLM - - 14.45 % -7.76 %
Smartfinancial Inc 4 Q SMBK - - 3.74 % -3.04 %
Smartsheet Inc 3 Q SMAR 9.65 % 0 % 14.82 % 6.25 %
Snap One Holdings Corp 4 Q SNPO -5.19 % -1.62 % 6.23 % 4.97 %
Sound Financial Bancorp Inc 3 Q SFBC - - 2.78 % 8.99 %
South State Corp 4 Q SSB - - -98.96 % -6.08 %
Southern First Bancshares Inc 3 Q SFST - - -13.31 % -12.54 %
Southern Missouri Bancorp Inc 4 Q SMBC - - 81.48 % -15.7 %
Southside Bancshares Inc 4 Q SBSI - - -97.12 % 6.12 %
Sprinklr Inc 3 Q CXM 15 % 6.98 % -5.14 % -5.83 %
Sprout Social Inc 4 Q SPT 37.04 % 5.63 % 709.78 % 6.47 %
Ss and c Technologies Holdings Inc 3 Q SSNC 1.98 % -1.46 % 11.41 % -1.75 %
Stifel Financial Corp 3 Q SF - - 0.23 % -0.39 %
Stock Yards Bancorp Inc 4 Q SYBT - - 14.17 % 4.53 %
Summit Financial Group Inc 4 Q SMMF - - -97.78 % 74.9 %
Synovus Financial Corp 4 Q SNV - - -3.24 % -1.69 %
T mobile Us Inc 4 Q TMUS -11.84 % -3.26 % -5.33 % -1.01 %
Take two Interactive Software inc 4 Q TTWO -0.56 % -22.08 % -17.71 % 9.86 %
Target Corporation 4 Q TGT -2.27 % 28.95 % 6.24 % 13.41 %
Te Connectivity ltd 4 Q TEL -5.54 % -8.84 % 8.16 % 2.91 %
Territorial Bancorp Inc 4 Q TBNK - - -88.68 % -2.24 %
Tessco Technologies Incorporated 1 Q TESS 1.22 % -8.25 % 29.09 % 10.84 %
Texas Capital Bancshares Inc 4 Q TCBI - - 32.89 % 804.81 %
Texas Instruments Incorporated 4 Q TXN 3.98 % -4.14 % 2.1 % -3.1 %
Tfs Financial Corporation 4 Q TFSL - - -37.15 % 10.68 %
The Bancorp Inc 3 Q TBBK - - 8.84 % -8.12 %
The Bank Of New York Mellon Corporation 4 Q BK - - 5.9 % 4.33 %
The Community Financial Corporation 1 Q TCFC - - 7.07 % 2.24 %
The First Bancshares Inc 3 Q FBMS - - 19.41 % -2.18 %
The Goldman Sachs Group Inc 4 Q GS - - 6.98 % -13.99 %
The Hartford Financial Services Group Inc 4 Q HIG - 3.29 % - -0.98 %
Tiptree Inc 3 Q TIPT - - 19.51 % 2.88 %
Tompkins Financial Corp 3 Q TMP - - -6.05 % -6.02 %
Transunion 4 Q TRU - - -36.22 % -35.74 %
Travelers Companies inc 4 Q TRV 14.44 % 2.31 % 7.15 % -1.75 %
Trico Bancshares 3 Q TCBK - - 2.79 % -0.72 %
Trustco Bank Corp Ny 4 Q TRST - - 3.18 % 0.41 %
Tss Inc 3 Q TSSI 12.95 % -45.45 % 11.88 % -5.37 %
Ttm Technologies Inc 3 Q TTMI -15.31 % 2.46 % -5.35 % 3.21 %
Twilio Inc 4 Q TWLO 0.31 % 5.44 % 506.4 % -9.24 %
Umb Financial Corp 3 Q UMBF - - -0.6 % -6.92 %
United Bancorp inc 3 Q UBCP - - 3.14 % 0.04 %
United Bankshares Inc 3 Q UBSI - - -0.93 % 0.96 %
United Community Banks Inc 4 Q UCBI - - -98.15 % 13.68 %
United Security Bancshares 3 Q UBFO - - 13.86 % 2.27 %
Unity Bancorp inc 4 Q UNTY - - 7.09 % 81.92 %
Univest Financial Corporation 4 Q UVSP - - -98.88 % 13.87 %
Upland Software Inc 4 Q UPLD -8.4 % 11.2 % -36.15 % 3.43 %
Us Bancorp De 4 Q USB - - -95.28 % 73.86 %
Uwharrie Capital Corp 3 Q UWHR - - -12.81 % -8.48 %
Veritec Inc 4 Q VRTC -35.42 % -26.19 % -16.75 % -8.9 %
Veritex Holdings Inc 4 Q VBTX - - -96.3 % -17.34 %
Verizon Communications Inc 4 Q VZ -4.05 % 29.55 % 11.74 % 12.46 %
Viasat Inc 3 Q VSAT 48.46 % 28.89 % 548.45 % 423.26 %
Village Bank and Trust Financial Corp 3 Q VBFC - - 32.84 % -36.43 %
Virginia National Bankshares Corp 3 Q VABK - - -24.5 % -4.73 %
Vuzix Corp 3 Q VUZI -5.51 % -34.98 % 42.98 % 12.83 %
Wafd Inc 4 Q WAFD - - 1.57 % 9.39 %
Washington Trust Bancorp Inc 4 Q WASH - - -97.69 % 18.88 %
Waterstone Financial Inc 4 Q WSBF - - -56.98 % -7.07 %
Webster Financial Corporation 4 Q WBS - - -98.59 % 7.61 %
Wells Fargo and Company 4 Q WFC - - 45.51 % 20.47 %
Wesbanco Inc 3 Q WSBC - - 31.05 % 12.74 %
West Bancorporation Inc 4 Q WTBA - - -1.28 % -3.41 %
Westamerica Bancorporation 4 Q WABC - - 5.87 % 2.84 %
Western Alliance Bancorporation 4 Q WAL - - 71.39 % 42.81 %
Wilson Bank Holding Co 3 Q WBHC - - 2.71 % -2.05 %
Wintrust Financial Corp 4 Q WTFC - - -94.72 % -5.52 %
Wolfspeed Inc 4 Q WOLF 20.64 % 4.65 % 16.52 % 1.25 %
World Acceptance Corp 4 Q WRLD - - -2.17 % 4.35 %
Wsfs Financial Corporation 3 Q WSFS - - -1.59 % -5.36 %
Zions Bancorporation National Association 4 Q ZION - - -0.99 % -3.22 %
Ziprecruiter Inc 4 Q ZIP -31.84 % 2.7 % 2.46 % -11.8 %
Zscaler Inc 4 Q ZS 33.56 % 5.41 % 17.18 % 3.51 %
APROX. MARKET SUBTOTAL 0.73 % -46.5 % -39.75 % 4.91 %


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