Duos Technologies Group Inc (DUOT)

Q2 2026 vs Q3 2026

Comparing institutional holders between quarters

Compare Detailed Historical Funds Options 13D/13G Peers Targeting Trading Summary Profile

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Geode Capital Management, LLC

INCREASED

Shares725,959 from 635,008

Change+90,951 (+14%)

Value$6.4M (-$1.2M)

Filed 2026-11-06

Sierra Summit Advisors LLC

NEW

Shares143,817

Change+143,817

Value$1.3M

Filed 2026-10-28

Imc-Chicago, LLC

INCREASED

Shares63,547 from 34,033

Change+29,514 (+87%)

Value$561.8K (+$153.4K)

Filed 2026-11-05

Bank of New York Mellon Corp

INCREASED

Shares61,670 from 57,297

Change+4,373 (+8%)

Value$545.2K (-$142.4K)

Filed 2026-11-05

Pacific Capital Wealth Advisors, Inc.

NEW

Shares40,000

Change+40,000

Value$353.6K

Filed 2026-10-22

LPL Financial LLC

INCREASED

Shares35,888 from 22,820

Change+13,068 (+57%)

Value$317.3K (+$43.4K)

Filed 2026-11-06

Mesirow Financial Investment Management, Inc.

UNCHANGED

Shares25,610 from 25,610

Change0 (0%)

Value$226.4K (-$80.9K)

Filed 2026-11-05

Wealth Enhancement Advisory Services, LLC

DECREASED

Shares23,268 from 24,707

Change-1,439 (-6%)

Value$181.5K (-$48.5K)

Filed 2026-10-13

Deutsche Bank Ag\

DECREASED

Shares23,014 from 26,281

Change-3,267 (-12%)

Value$203.4K (-$111.9K)

Filed 2026-11-06

Simplex Trading, LLC

DECREASED

Shares19,407 from 28,171

Change-8,764 (-31%)

Value$171.6K (-$166.5K)

Filed 2026-11-04

Essex Investment Management Co LLC

UNCHANGED

Shares19,083 from 19,083

Change0 (0%)

Value$168.7K (-$60.3K)

Filed 2026-10-19

C2c Wealth Management, LLC

INCREASED

Shares12,000 from 11,000

Change+1,000 (+9%)

Value$106.1K (-$25.9K)

Filed 2026-10-20

Barclays PLC

INCREASED

Shares11,511 from 6,546

Change+4,965 (+76%)

Value$101.8K (+$23.2K)

Filed 2026-11-06

Clearstead Advisors, LLC

INCREASED

Shares9,000 from 6,000

Change+3,000 (+50%)

Value$79.6K (+$7.6K)

Filed 2026-11-06

SJS Investment Consulting Inc.

NEW

Shares5,925

Change+5,925

Value$52.4K

Filed 2026-10-26

Citigroup Inc

DECREASED

Shares4,632 from 12,378

Change-7,746 (-63%)

Value$40.9K (-$107.6K)

Filed 2026-11-04

US Bancorp \de\

DECREASED

Shares3,045 from 7,000

Change-3,955 (-56%)

Value$26.9K (-$57.1K)

Filed 2026-11-05

Russell Investments Group, Ltd.

INCREASED

Shares2,282 from 2,114

Change+168 (+8%)

Value$20.2K (-$5.2K)

Filed 2026-11-06

Sterling Capital Management LLC

INCREASED

Shares850 from 120

Change+730 (+608%)

Value$7.5K (+$6.1K)

Filed 2026-10-22

SBI Securities Co., Ltd.

INCREASED

Shares804 from 506

Change+298 (+59%)

Value$7.1K (+$1.0K)

Filed 2026-10-22

Parallel Advisors, LLC

UNCHANGED

Shares520 from 520

Change0 (0%)

Value$4.6K (-$1.6K)

Filed 2026-11-03

Gamma Investing LLC

NEW

Shares274

Change+274

Value$2.4K

Filed 2026-10-08

Avion Wealth

NEW

Shares250

Change+250

Value$2

Filed 2026-11-04

Fifth Third Bancorp

UNCHANGED

Shares210 from 210

Change0 (0%)

Value$1.9K (-$664)

Filed 2026-11-05

Parkside Financial Bank & Trust

NEW

Shares120

Change+120

Value$1.1K

Filed 2026-10-27

Bell Investment Advisors, Inc

NEW

Shares59

Change+59

Value$522

Filed 2026-10-29

Root Financial Partners, LLC

NEW

Shares22

Change+22

Value$194

Filed 2026-10-21

Heck Capital Advisors, LLC

CLOSED

Shares0 from 13,630

Change-13,630 (-100%)

Value$0 (-$163.6K)

Filed 2026-10-14

Themes Management Co LLC

CLOSED

Shares0 from 12,119

Change-12,119 (-100%)

Value$0 (-$145.4K)

Filed 2026-10-29

Strs Ohio

CLOSED

Shares0 from 5,200

Change-5,200 (-100%)

Value$0 (-$62.4K)

Filed 2026-10-30

Cornerstone Planning Group LLC

CLOSED

Shares0 from 3,259

Change-3,259 (-100%)

Value$0 (-$26.7K)

Filed 2026-10-16

Alyeska Investment Group, L.P.

N/A

Shares— from 2,000,000

Change-2,000,000 (-100%)

Value—

BlackRock, Inc.

N/A

Shares— from 1,657,657

Change-1,657,657 (-100%)

Value—

Bleichroeder LP

N/A

Shares— from 1,627,806

Change-1,627,806 (-100%)

Value—

Royal Bank of Canada

N/A

Shares— from 1,330,063

Change-1,330,063 (-100%)

Value—

Northern Right Capital Management, L.P.

N/A

Shares— from 1,219,122

Change-1,219,122 (-100%)

Value—

Morgan Stanley

N/A

Shares— from 1,177,994

Change-1,177,994 (-100%)

Value—

Vanguard Capital Management LLC

N/A

Shares— from 1,130,835

Change-1,130,835 (-100%)

Value—

Shay Capital LLC

N/A

Shares— from 931,635

Change-931,635 (-100%)

Value—

Jane Street Group, LLC

N/A

Shares— from 613,248

Change-613,248 (-100%)

Value—

Private Advisor Group, LLC

N/A

Shares— from 511,000

Change-511,000 (-100%)

Value—

State Street Corp

N/A

Shares— from 431,478

Change-431,478 (-100%)

Value—

UBS Group AG

N/A

Shares— from 323,188

Change-323,188 (-100%)

Value—

Potomac Capital Management, Inc.

N/A

Shares— from 313,300

Change-313,300 (-100%)

Value—

Cantor Fitzgerald, L. P.

N/A

Shares— from 300,000

Change-300,000 (-100%)

Value—

HighMark Wealth Management LLC

N/A

Shares— from 289,884

Change-289,884 (-100%)

Value—

Renaissance Technologies LLC

N/A

Shares— from 287,200

Change-287,200 (-100%)

Value—

Gratia Capital, LLC

N/A

Shares— from 270,275

Change-270,275 (-100%)

Value—

JPMorgan Chase & Co

N/A

Shares— from 266,160

Change-266,160 (-100%)

Value—

Silvercrest Asset Management Group LLC

N/A

Shares— from 242,536

Change-242,536 (-100%)

Value—

Northern Trust Corp

N/A

Shares— from 222,541

Change-222,541 (-100%)

Value—

Citadel Advisors LLC

N/A

Shares— from 206,412

Change-206,412 (-100%)

Value—

Vanguard Portfolio Management LLC

N/A

Shares— from 182,369

Change-182,369 (-100%)

Value—

Vanguard Fiduciary Trust Co

N/A

Shares— from 171,220

Change-171,220 (-100%)

Value—

Susquehanna International Group, LLP

N/A

Shares— from 151,961

Change-151,961 (-100%)

Value—

Squarepoint Ops LLC

N/A

Shares— from 134,888

Change-134,888 (-100%)

Value—

Goldman Sachs Group Inc

N/A

Shares— from 133,841

Change-133,841 (-100%)

Value—

Cruiser Capital Advisors, LLC

N/A

Shares— from 119,852

Change-119,852 (-100%)

Value—

Peak6 LLC

N/A

Shares— from 78,562

Change-78,562 (-100%)

Value—

Informed Momentum Co LLC

N/A

Shares— from 64,583

Change-64,583 (-100%)

Value—

Charles Schwab Investment Management Inc

N/A

Shares— from 64,249

Change-64,249 (-100%)

Value—

HighTower Advisors, LLC

N/A

Shares— from 63,153

Change-63,153 (-100%)

Value—

BNP Paribas Financial Markets

N/A

Shares— from 60,344

Change-60,344 (-100%)

Value—

XTX Topco Ltd

N/A

Shares— from 57,258

Change-57,258 (-100%)

Value—

Diametric Capital, LP

N/A

Shares— from 54,119

Change-54,119 (-100%)

Value—

SEI Investments Co

N/A

Shares— from 46,536

Change-46,536 (-100%)

Value—

Nuveen, LLC

N/A

Shares— from 43,283

Change-43,283 (-100%)

Value—

CDC Financial, Inc.

N/A

Shares— from 40,000

Change-40,000 (-100%)

Value—

Black Maple Capital Management LP

N/A

Shares— from 39,168

Change-39,168 (-100%)

Value—

D. E. Shaw & Co., Inc.

N/A

Shares— from 31,663

Change-31,663 (-100%)

Value—

Rhumbline Advisers

N/A

Shares— from 31,133

Change-31,133 (-100%)

Value—

GatePass Capital, LLC

N/A

Shares— from 30,000

Change-30,000 (-100%)

Value—

Jones Financial Companies Lllp

N/A

Shares— from 29,550

Change-29,550 (-100%)

Value—

Quadrature Capital Ltd

N/A

Shares— from 26,356

Change-26,356 (-100%)

Value—

Jump Financial, LLC

N/A

Shares— from 24,700

Change-24,700 (-100%)

Value—

FOX RUN Management, L.L.C.

N/A

Shares— from 24,392

Change-24,392 (-100%)

Value—

Wells Fargo & Company

N/A

Shares— from 23,994

Change-23,994 (-100%)

Value—

Price T Rowe Associates Inc

N/A

Shares— from 21,997

Change-21,997 (-100%)

Value—

Quantbot Technologies LP

N/A

Shares— from 21,873

Change-21,873 (-100%)

Value—

Bank of America Corp

N/A

Shares— from 19,784

Change-19,784 (-100%)

Value—

Balyasny Asset Management L.P.

N/A

Shares— from 19,039

Change-19,039 (-100%)

Value—

MetLife Investment Management, LLC

N/A

Shares— from 16,305

Change-16,305 (-100%)

Value—

Mercer Global Advisors Inc

N/A

Shares— from 15,100

Change-15,100 (-100%)

Value—

Invesco Ltd.

N/A

Shares— from 14,325

Change-14,325 (-100%)

Value—

Group One Trading LLC

N/A

Shares— from 13,855

Change-13,855 (-100%)

Value—

Mirae Asset Global Etfs Holdings Ltd.

N/A

Shares— from 12,121

Change-12,121 (-100%)

Value—

Two Sigma Investments, LP

N/A

Shares— from 10,836

Change-10,836 (-100%)

Value—

Vanguard Global Advisers, LLC

N/A

Shares— from 10,257

Change-10,257 (-100%)

Value—

Blair William & Co

N/A

Shares— from 10,000

Change-10,000 (-100%)

Value—

New York State Common Retirement Fund

N/A

Shares— from 9,200

Change-9,200 (-100%)

Value—

Police & Firemen's Retirement System of New Jersey

N/A

Shares— from 7,797

Change-7,797 (-100%)

Value—

Rockefeller Capital Management L.P.

N/A

Shares— from 3,500

Change-3,500 (-100%)

Value—

Legal & General Group Plc

N/A

Shares— from 2,567

Change-2,567 (-100%)

Value—

Ameritas Investment Partners, Inc.

N/A

Shares— from 2,399

Change-2,399 (-100%)

Value—

Osaic Holdings, Inc.

N/A

Shares— from 2,091

Change-2,091 (-100%)

Value—

Tower Research Capital LLC (TRC)

N/A

Shares— from 1,960

Change-1,960 (-100%)

Value—

Persistent Asset Partners Ltd

N/A

Shares— from 1,845

Change-1,845 (-100%)

Value—

FMR LLC

N/A

Shares— from 1,601

Change-1,601 (-100%)

Value—

Federation des caisses Desjardins du Quebec

N/A

Shares— from 400

Change-400 (-100%)

Value—

California State Teachers Retirement System

N/A

Shares— from 364

Change-364 (-100%)

Value—

Bard Associates Inc

N/A

Shares— from 108

Change-108 (-100%)

Value—

Rialto Wealth Management, LLC

N/A

Shares— from 78

Change-78 (-100%)

Value—

National Bank of Canada

N/A

Shares— from 74

Change-74 (-100%)

Value—

SHP Wealth Management

N/A

Shares— from 10

Change-10 (-100%)

Value—

	Status
Geode Capital Management, LLC	INCREASED	725,959	635,008	+90,951	+14%	$7.6M	$6.4M	-$1.2M	2026-11-06
Sierra Summit Advisors LLC	NEW	143,817	—	+143,817	—	—	$1.3M	—	2026-10-28
Imc-Chicago, LLC	INCREASED	63,547	34,033	+29,514	+87%	$408.4K	$561.8K	+$153.4K	2026-11-05
Bank of New York Mellon Corp	INCREASED	61,670	57,297	+4,373	+8%	$687.6K	$545.2K	-$142.4K	2026-11-05
Pacific Capital Wealth Advisors, Inc.	NEW	40,000	—	+40,000	—	—	$353.6K	—	2026-10-22
LPL Financial LLC	INCREASED	35,888	22,820	+13,068	+57%	$273.8K	$317.3K	+$43.4K	2026-11-06
Mesirow Financial Investment Management, Inc.	UNCHANGED	25,610	25,610	0	0%	$307.3K	$226.4K	-$80.9K	2026-11-05
Wealth Enhancement Advisory Services, LLC	DECREASED	23,268	24,707	-1,439	-6%	$230.0K	$181.5K	-$48.5K	2026-10-13
Deutsche Bank Ag\	DECREASED	23,014	26,281	-3,267	-12%	$315.4K	$203.4K	-$111.9K	2026-11-06
Simplex Trading, LLC	DECREASED	19,407	28,171	-8,764	-31%	$338.1K	$171.6K	-$166.5K	2026-11-04
Essex Investment Management Co LLC	UNCHANGED	19,083	19,083	0	0%	$229.0K	$168.7K	-$60.3K	2026-10-19
C2c Wealth Management, LLC	INCREASED	12,000	11,000	+1,000	+9%	$132.0K	$106.1K	-$25.9K	2026-10-20
Barclays PLC	INCREASED	11,511	6,546	+4,965	+76%	$78.6K	$101.8K	+$23.2K	2026-11-06
Clearstead Advisors, LLC	INCREASED	9,000	6,000	+3,000	+50%	$72.0K	$79.6K	+$7.6K	2026-11-06
SJS Investment Consulting Inc.	NEW	5,925	—	+5,925	—	—	$52.4K	—	2026-10-26
Citigroup Inc	DECREASED	4,632	12,378	-7,746	-63%	$148.5K	$40.9K	-$107.6K	2026-11-04
US Bancorp \de\	DECREASED	3,045	7,000	-3,955	-56%	$84.0K	$26.9K	-$57.1K	2026-11-05
Russell Investments Group, Ltd.	INCREASED	2,282	2,114	+168	+8%	$25.4K	$20.2K	-$5.2K	2026-11-06
Sterling Capital Management LLC	INCREASED	850	120	+730	+608%	$1.4K	$7.5K	+$6.1K	2026-10-22
SBI Securities Co., Ltd.	INCREASED	804	506	+298	+59%	$6.1K	$7.1K	+$1.0K	2026-10-22
Parallel Advisors, LLC	UNCHANGED	520	520	0	0%	$6.2K	$4.6K	-$1.6K	2026-11-03
Gamma Investing LLC	NEW	274	—	+274	—	—	$2.4K	—	2026-10-08
Avion Wealth	NEW	250	—	+250	—	—	$2	—	2026-11-04
Fifth Third Bancorp	UNCHANGED	210	210	0	0%	$2.5K	$1.9K	-$664	2026-11-05
Parkside Financial Bank & Trust	NEW	120	—	+120	—	—	$1.1K	—	2026-10-27
Bell Investment Advisors, Inc	NEW	59	—	+59	—	—	$522	—	2026-10-29
Root Financial Partners, LLC	NEW	22	—	+22	—	—	$194	—	2026-10-21
Heck Capital Advisors, LLC	CLOSED	0	13,630	-13,630	-100%	$163.6K	$0	-$163.6K	2026-10-14
Themes Management Co LLC	CLOSED	0	12,119	-12,119	-100%	$145.4K	$0	-$145.4K	2026-10-29
Strs Ohio	CLOSED	0	5,200	-5,200	-100%	$62.4K	$0	-$62.4K	2026-10-30
Cornerstone Planning Group LLC	CLOSED	0	3,259	-3,259	-100%	$26.7K	$0	-$26.7K	2026-10-16
Alyeska Investment Group, L.P.	N/A	—	2,000,000	-2,000,000	-100%	$24.0M	—	—	—
BlackRock, Inc.	N/A	—	1,657,657	-1,657,657	-100%	$19.9M	—	—	—
Bleichroeder LP	N/A	—	1,627,806	-1,627,806	-100%	$19.5M	—	—	—
Royal Bank of Canada	N/A	—	1,330,063	-1,330,063	-100%	$16.0M	—	—	—
Northern Right Capital Management, L.P.	N/A	—	1,219,122	-1,219,122	-100%	$14.6M	—	—	—
Morgan Stanley	N/A	—	1,177,994	-1,177,994	-100%	$14.1M	—	—	—
Vanguard Capital Management LLC	N/A	—	1,130,835	-1,130,835	-100%	$13.6M	—	—	—
Shay Capital LLC	N/A	—	931,635	-931,635	-100%	$11.2M	—	—	—
Jane Street Group, LLC	N/A	—	613,248	-613,248	-100%	$7.4M	—	—	—
Private Advisor Group, LLC	N/A	—	511,000	-511,000	-100%	$6.1M	—	—	—
State Street Corp	N/A	—	431,478	-431,478	-100%	$5.2M	—	—	—
UBS Group AG	N/A	—	323,188	-323,188	-100%	$3.9M	—	—	—
Potomac Capital Management, Inc.	N/A	—	313,300	-313,300	-100%	$3.8M	—	—	—
Cantor Fitzgerald, L. P.	N/A	—	300,000	-300,000	-100%	$3.6M	—	—	—
HighMark Wealth Management LLC	N/A	—	289,884	-289,884	-100%	$3.5M	—	—	—
Renaissance Technologies LLC	N/A	—	287,200	-287,200	-100%	$3.4M	—	—	—
Gratia Capital, LLC	N/A	—	270,275	-270,275	-100%	$3.2M	—	—	—
JPMorgan Chase & Co	N/A	—	266,160	-266,160	-100%	$3.1M	—	—	—
Silvercrest Asset Management Group LLC	N/A	—	242,536	-242,536	-100%	$2.9M	—	—	—
Northern Trust Corp	N/A	—	222,541	-222,541	-100%	$2.7M	—	—	—
Citadel Advisors LLC	N/A	—	206,412	-206,412	-100%	$2.5M	—	—	—
Vanguard Portfolio Management LLC	N/A	—	182,369	-182,369	-100%	$2.2M	—	—	—
Vanguard Fiduciary Trust Co	N/A	—	171,220	-171,220	-100%	$2.1M	—	—	—
Susquehanna International Group, LLP	N/A	—	151,961	-151,961	-100%	$1.8M	—	—	—
Squarepoint Ops LLC	N/A	—	134,888	-134,888	-100%	$1.6M	—	—	—
Goldman Sachs Group Inc	N/A	—	133,841	-133,841	-100%	$1.6M	—	—	—
Cruiser Capital Advisors, LLC	N/A	—	119,852	-119,852	-100%	$1.4M	—	—	—
Peak6 LLC	N/A	—	78,562	-78,562	-100%	$942.7K	—	—	—
Informed Momentum Co LLC	N/A	—	64,583	-64,583	-100%	$775.0K	—	—	—
Charles Schwab Investment Management Inc	N/A	—	64,249	-64,249	-100%	$771.0K	—	—	—
HighTower Advisors, LLC	N/A	—	63,153	-63,153	-100%	$757.8K	—	—	—
BNP Paribas Financial Markets	N/A	—	60,344	-60,344	-100%	$724.1K	—	—	—
XTX Topco Ltd	N/A	—	57,258	-57,258	-100%	$687.1K	—	—	—
Diametric Capital, LP	N/A	—	54,119	-54,119	-100%	$649.4K	—	—	—
SEI Investments Co	N/A	—	46,536	-46,536	-100%	$558.4K	—	—	—
Nuveen, LLC	N/A	—	43,283	-43,283	-100%	$519.4K	—	—	—
CDC Financial, Inc.	N/A	—	40,000	-40,000	-100%	$480.0K	—	—	—
Black Maple Capital Management LP	N/A	—	39,168	-39,168	-100%	$470.0K	—	—	—
D. E. Shaw & Co., Inc.	N/A	—	31,663	-31,663	-100%	$380.0K	—	—	—
Rhumbline Advisers	N/A	—	31,133	-31,133	-100%	$373.6K	—	—	—
GatePass Capital, LLC	N/A	—	30,000	-30,000	-100%	$360.0K	—	—	—
Jones Financial Companies Lllp	N/A	—	29,550	-29,550	-100%	$338.6K	—	—	—
Quadrature Capital Ltd	N/A	—	26,356	-26,356	-100%	$316.3K	—	—	—
Jump Financial, LLC	N/A	—	24,700	-24,700	-100%	$296.4K	—	—	—
FOX RUN Management, L.L.C.	N/A	—	24,392	-24,392	-100%	$292.7K	—	—	—
Wells Fargo & Company	N/A	—	23,994	-23,994	-100%	$287.9K	—	—	—
Price T Rowe Associates Inc	N/A	—	21,997	-21,997	-100%	$264.0K	—	—	—
Quantbot Technologies LP	N/A	—	21,873	-21,873	-100%	$262.5K	—	—	—
Bank of America Corp	N/A	—	19,784	-19,784	-100%	$237.4K	—	—	—
Balyasny Asset Management L.P.	N/A	—	19,039	-19,039	-100%	$228.5K	—	—	—
MetLife Investment Management, LLC	N/A	—	16,305	-16,305	-100%	$195.7K	—	—	—
Mercer Global Advisors Inc	N/A	—	15,100	-15,100	-100%	$181.2K	—	—	—
Invesco Ltd.	N/A	—	14,325	-14,325	-100%	$171.9K	—	—	—
Group One Trading LLC	N/A	—	13,855	-13,855	-100%	$166.3K	—	—	—
Mirae Asset Global Etfs Holdings Ltd.	N/A	—	12,121	-12,121	-100%	$145.5K	—	—	—
Two Sigma Investments, LP	N/A	—	10,836	-10,836	-100%	$130.0K	—	—	—
Vanguard Global Advisers, LLC	N/A	—	10,257	-10,257	-100%	$123.1K	—	—	—
Blair William & Co	N/A	—	10,000	-10,000	-100%	$120.0K	—	—	—
New York State Common Retirement Fund	N/A	—	9,200	-9,200	-100%	$110.4K	—	—	—
Police & Firemen's Retirement System of New Jersey	N/A	—	7,797	-7,797	-100%	$93.6K	—	—	—
Rockefeller Capital Management L.P.	N/A	—	3,500	-3,500	-100%	$42.0K	—	—	—
Legal & General Group Plc	N/A	—	2,567	-2,567	-100%	$30.8K	—	—	—
Ameritas Investment Partners, Inc.	N/A	—	2,399	-2,399	-100%	$28.8K	—	—	—
Osaic Holdings, Inc.	N/A	—	2,091	-2,091	-100%	$25.1K	—	—	—
Tower Research Capital LLC (TRC)	N/A	—	1,960	-1,960	-100%	$23.5K	—	—	—
Persistent Asset Partners Ltd	N/A	—	1,845	-1,845	-100%	$22.1K	—	—	—
FMR LLC	N/A	—	1,601	-1,601	-100%	$19.2K	—	—	—
Federation des caisses Desjardins du Quebec	N/A	—	400	-400	-100%	$4.8K	—	—	—
California State Teachers Retirement System	N/A	—	364	-364	-100%	$4.4K	—	—	—
Bard Associates Inc	N/A	—	108	-108	-100%	$1.3K	—	—	—
Rialto Wealth Management, LLC	N/A	—	78	-78	-100%	$936	—	—	—
National Bank of Canada	N/A	—	74	-74	-100%	$890	—	—	—
SHP Wealth Management	N/A	—	10	-10	-100%	$120	—	—	—

Showing 104 of 104 institutions