DFX Intelligence

RIA Intelligence

Registered investment advisers, the advisors registered through them, the capital they report, the private vehicles they run and the people who own them, as a graph with a filing date behind every number. RAUM is what the adviser filed, a move is two registration dates, and a class is a rule you can read.

ADV anomalies

What stands out against comparable advisers

Each row is a reported value or a change between two filings that a person should look at, with the peer group it was compared against (segment by RAUM band, at least thirty advisers), the peer median, the percentile, and the filing it was read from. Static outliers sit at or beyond the 2nd or 98th percentile and three robust deviations from the peer median; changes clear a base-size threshold and sit in the top or bottom decile of changes among peers, so a market year does not flag every adviser. Data quality rows (values that are likely filing errors) are kept apart and hidden unless asked for. None of this is a conclusion about a firm; it is where to look.

  • CORNERSTONE FINANCIALindependent RIARAUM $118Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (5676 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 29, 2026peers: independent wealth managers, $100M to $500M (5,676)0.0% percentile33.7 robust deviationsconfidence 0.8
  • INTERNATIONAL MONEY MATTERS PVT LTDindependent RIARAUM $278Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (5676 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 29, 2026peers: independent wealth managers, $100M to $500M (5,676)0.0% percentile33.7 robust deviationsconfidence 0.8
  • PALOGIC VALUE MANAGEMENT, L.P.independent RIARAUM $406Munusually large average accountStatic outlier
    RAUM per account of $6,052,591 against a peer median of $439,994 (5431 comparable advisers, 100.0th percentile, 3.8 robust deviations)
    filing Jun 29, 2026peers: independent wealth managers, $100M to $500M (5,431)100% percentile3.8 robust deviationsconfidence 0.8
  • DENTIST ADVISORSindependent RIARAUM $504Mhigh employee count relative to advisorsStatic outlier
    employees per registered advisor of 3.0 against a peer median of 1.4 (950 comparable advisers, 98.0th percentile, 4.0 robust deviations)
    filing Jun 29, 2026peers: independent wealth managers, $500M to $1B (950)98% percentile4.0 robust deviationsconfidence 0.8
  • NOMURA CAPITAL MANAGEMENT LLCasset managerRAUM $651Munusual affiliate densityStatic outlier
    distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (335 comparable advisers, 99.0th percentile, 5.4 robust deviations)
    filing Jun 29, 2026peers: asset managers, $500M to $1B (335)99% percentile5.4 robust deviationsconfidence 0.8
  • MACQUARIE WEALTH ADVISERS, LLCasset managerRAUM $4.8Bunusual affiliate densityStatic outlier
    distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (797 comparable advisers, 99.0th percentile, 5.4 robust deviations)
    filing Jun 29, 2026peers: asset managers, $1B to $5B (797)99% percentile5.4 robust deviationsconfidence 0.8
  • MOTILAL OSWAL CAPITAL LIMITEDasset managerRAUM $116Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (1567 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 28, 2026peers: asset managers, $100M to $500M (1,567)0.0% percentile33.7 robust deviationsconfidence 0.8
  • NW1 PARTNERSasset managerRAUM $932Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (784 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 26, 2026peers: asset managers, $500M to $1B (784)0.0% percentile33.7 robust deviationsconfidence 0.8
  • VERGENT ASSET MANAGEMENTasset managerRAUM $1.2Bhigh institutional concentrationStatic outlier
    institutional share of RAUM of 35% against a peer median of 0% (1506 comparable advisers, 100.0th percentile, 11.8 robust deviations)
    filing Jun 26, 2026peers: asset managers, $1B to $5B (1,506)100% percentile11.8 robust deviationsconfidence 0.8
  • HS MANAGEMENT PARTNERS, LLCmixed wealthRAUM $470Mhigh institutional concentrationStatic outlier
    institutional share of RAUM of 41% against a peer median of 0% (5676 comparable advisers, 98.0th percentile, 13.6 robust deviations)
    filing Jun 26, 2026peers: independent wealth managers, $100M to $500M (5,676)98% percentile13.6 robust deviationsconfidence 0.8
  • J.P. MORGAN PRIVATE INVESTMENTS INC.BD affiliatedRAUM $470Bunusually high clients per advisorStatic outlier
    private clients per advisor of 140,293.4 against a peer median of 81.2 (49 comparable advisers, 100.0th percentile, 999.0 robust deviations)
    filing Jun 26, 2026peers: affiliated wealth managers, $20B and over (49)100% percentileover 999 robust deviationsconfidence 0.6
  • TAG ASSOCIATES LLCindependent RIARAUM $7.1Blow discretionary shareStatic outlier
    discretionary share of RAUM of 5% against a peer median of 97% (289 comparable advisers, 1.0th percentile, 23.1 robust deviations)
    filing Jun 26, 2026peers: independent wealth managers, $5B to $20B (289)1.4% percentile23.1 robust deviationsconfidence 0.8
  • HAMILTON LANEotherRAUM $142Bmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 3.9 against a peer median of 0.3 (65 comparable advisers, 100.0th percentile, 4.8 robust deviations)
    filing Jun 26, 2026peers: other advisers, $20B and over (65)100% percentile4.8 robust deviationsconfidence 0.7
  • KESTREL PARTNERS LLPasset managerRAUM $291Mhigh institutional concentrationStatic outlier
    institutional share of RAUM of 21% against a peer median of 0% (1567 comparable advisers, 99.0th percentile, 7.0 robust deviations)
    filing Jun 26, 2026peers: asset managers, $100M to $500M (1,567)99% percentile7.0 robust deviationsconfidence 0.8
  • HS MANAGEMENT PARTNERS, LLCmixed wealthRAUM $470Munusually large average accountStatic outlier
    RAUM per account of $8,101,531 against a peer median of $439,994 (5431 comparable advisers, 100.0th percentile, 5.2 robust deviations)
    filing Jun 26, 2026peers: independent wealth managers, $100M to $500M (5,431)100% percentile5.2 robust deviationsconfidence 0.8
  • MACQUARIE CAPITAL PARTNERS LLCasset managerRAUM $318Munusual affiliate densityStatic outlier
    distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (627 comparable advisers, 100.0th percentile, 5.4 robust deviations)
    filing Jun 26, 2026peers: asset managers, $100M to $500M (627)100% percentile5.4 robust deviationsconfidence 0.8
  • AGF INVESTMENTSasset managerRAUM $4.9Bvery high RAUM per advisorStatic outlier
    RAUM per registered advisor of $1,640,642,411 against a peer median of $354,740,155 (67 comparable advisers, 100.0th percentile, 5.4 robust deviations)
    filing Jun 26, 2026peers: asset managers, $1B to $5B (67)100% percentile5.4 robust deviationsconfidence 0.7
  • ONE QUEEN CAPITAL INC.asset managerRAUM $16Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (684 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 25, 2026peers: asset managers, $5B to $20B (684)0.0% percentile33.7 robust deviationsconfidence 0.8
  • HEADWAY WEALTHindependent RIARAUM $301Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (5676 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 25, 2026peers: independent wealth managers, $100M to $500M (5,676)0.0% percentile33.7 robust deviationsconfidence 0.8
  • SENECA FINANCIAL ADVISORS LLCindependent RIARAUM $847Mhigh employee count relative to advisorsStatic outlier
    employees per registered advisor of 3.2 against a peer median of 1.4 (950 comparable advisers, 99.0th percentile, 4.5 robust deviations)
    filing Jun 25, 2026peers: independent wealth managers, $500M to $1B (950)99% percentile4.5 robust deviationsconfidence 0.8
  • ABS GLOBAL INVESTMENTSasset managerRAUM $10Bmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 10.6 against a peer median of 2.0 (467 comparable advisers, 98.0th percentile, 5.0 robust deviations)
    filing Jun 25, 2026peers: asset managers, $5B to $20B (467)98% percentile5.0 robust deviationsconfidence 0.8
  • ANDA ASSET MANAGEMENT CO., LTD.asset managerRAUM $1.2Bmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 28.5 against a peer median of 4.3 (953 comparable advisers, 98.0th percentile, 7.8 robust deviations)
    filing Jun 25, 2026peers: asset managers, $1B to $5B (953)98% percentile7.8 robust deviationsconfidence 0.8
  • THRIVENT ADVISOR NETWORK, LLCBD affiliatedRAUM $6.8Blarge related person networkStatic outlier
    related persons on Schedule D 7.A of 34.0 against a peer median of 7.0 (33 comparable advisers, 100.0th percentile, 6.1 robust deviations)
    filing Jun 25, 2026peers: affiliated wealth managers, $5B to $20B (33)100% percentile6.1 robust deviationsconfidence 0.6
  • HIIVE ADVISORS INC.asset managerRAUM $1.1Bmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 74.3 against a peer median of 4.3 (953 comparable advisers, 100.0th percentile, 22.5 robust deviations)
    filing Jun 24, 2026peers: asset managers, $1B to $5B (953)100% percentile22.5 robust deviationsconfidence 0.8
  • GASAWAY INVESTMENT ADVISORS, INC.independent RIARAUM $173Mhigh institutional concentrationStatic outlier
    institutional share of RAUM of 40% against a peer median of 0% (5676 comparable advisers, 98.0th percentile, 13.5 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $100M to $500M (5,676)98% percentile13.5 robust deviationsconfidence 0.8
  • DIAPHANUMindependent RIARAUM $1.4Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 99% (1362 comparable advisers, 0.0th percentile, 33.2 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $1B to $5B (1,362)0.0% percentile33.2 robust deviationsconfidence 0.8
  • DIAPHANUMindependent RIARAUM $1.4Bunusually large average HNW clientStatic outlier
    HNW RAUM per HNW client of $48,792,535 against a peer median of $3,646,459 (1309 comparable advisers, 99.0th percentile, 22.4 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $1B to $5B (1,309)99% percentile22.4 robust deviationsconfidence 0.8
  • PROFESSIONAL FINANCIAL ADVISORS, LLCindependent RIARAUM $770Munusually high clients per advisorStatic outlier
    private clients per advisor of 473.4 against a peer median of 63.6 (1210 comparable advisers, 99.0th percentile, 11.1 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $500M to $1B (1,210)99% percentile11.1 robust deviationsconfidence 0.8
  • AMIP MANAGEMENTasset managerRAUM $1.5Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (1506 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 24, 2026peers: asset managers, $1B to $5B (1,506)0.0% percentile33.7 robust deviationsconfidence 0.8
  • BOLDHAVEN MANAGEMENTasset managerRAUM $2.0Bhigh institutional concentrationStatic outlier
    institutional share of RAUM of 35% against a peer median of 0% (1506 comparable advisers, 100.0th percentile, 11.9 robust deviations)
    filing Jun 24, 2026peers: asset managers, $1B to $5B (1,506)100% percentile11.9 robust deviationsconfidence 0.8
  • RAIL-SPLITTER CAPITAL MANAGEMENT LLCindependent RIARAUM $484Mvery high RAUM per advisorStatic outlier
    RAUM per registered advisor of $161,362,937 against a peer median of $55,731,856 (3254 comparable advisers, 100.0th percentile, 3.7 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $100M to $500M (3,254)100% percentile3.7 robust deviationsconfidence 0.8
  • MIDWESTERN SECURITIES TRADING CO.,LLCindependent RIARAUM $2.0Bhigh office count relative to headcountStatic outlier
    offices per registered advisor of 1.7 against a peer median of 0.3 (530 comparable advisers, 99.0th percentile, 6.1 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $1B to $5B (530)99% percentile6.1 robust deviationsconfidence 0.8
  • PACIFIC FINANCIAL STRATEGIES, INCindependent RIARAUM $201Munusually high clients per advisorStatic outlier
    private clients per advisor of 237.7 against a peer median of 57.3 (3076 comparable advisers, 98.0th percentile, 5.1 robust deviations)
    filing Jun 24, 2026peers: independent wealth managers, $100M to $500M (3,076)98% percentile5.1 robust deviationsconfidence 0.8
  • NOMURA ASSET MANAGEMENT U.S.A. INC.asset managerRAUM $1.0Bunusual affiliate densityStatic outlier
    distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (797 comparable advisers, 99.0th percentile, 5.4 robust deviations)
    filing Jun 24, 2026peers: asset managers, $1B to $5B (797)99% percentile5.4 robust deviationsconfidence 0.8
  • SEVEN BRIDGES ADVISORS LLCindependent RIARAUM $4.6Bunusually large average accountStatic outlier
    RAUM per account of $26,962,259 against a peer median of $813,262 (1333 comparable advisers, 99.0th percentile, 17.6 robust deviations)
    filing Jun 23, 2026peers: independent wealth managers, $1B to $5B (1,333)99% percentile17.6 robust deviationsconfidence 0.8
  • ARIS INVESTINGasset managerRAUM $3.3Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (1506 comparable advisers, 2.0th percentile, 33.7 robust deviations)
    filing Jun 23, 2026peers: asset managers, $1B to $5B (1,506)1.8% percentile33.7 robust deviationsconfidence 0.8
  • OSPREY PRIVATE WEALTH LLCindependent RIARAUM $448Munusually large average HNW clientStatic outlier
    HNW RAUM per HNW client of $7,735,608 against a peer median of $2,404,040 (4940 comparable advisers, 98.0th percentile, 3.6 robust deviations)
    filing Jun 23, 2026peers: independent wealth managers, $100M to $500M (4,940)98% percentile3.6 robust deviationsconfidence 0.8
  • OSPREY PRIVATE WEALTH LLCindependent RIARAUM $448Mvery high RAUM per advisorStatic outlier
    RAUM per registered advisor of $149,459,208 against a peer median of $55,731,856 (3254 comparable advisers, 99.0th percentile, 3.3 robust deviations)
    filing Jun 23, 2026peers: independent wealth managers, $100M to $500M (3,254)99% percentile3.3 robust deviationsconfidence 0.8
  • RESOLUTE WEALTH ADVISOR, INC.independent RIARAUM $294Munusually high clients per advisorStatic outlier
    private clients per advisor of 265.3 against a peer median of 57.3 (3076 comparable advisers, 99.0th percentile, 5.9 robust deviations)
    filing Jun 23, 2026peers: independent wealth managers, $100M to $500M (3,076)99% percentile5.9 robust deviationsconfidence 0.8
  • J.R. PRUNIER CAPITAL MANAGEMENT LLCindependent RIARAUM $407Munusually large average HNW clientStatic outlier
    HNW RAUM per HNW client of $13,991,170 against a peer median of $2,404,040 (4940 comparable advisers, 100.0th percentile, 7.8 robust deviations)
    filing Jun 23, 2026peers: independent wealth managers, $100M to $500M (4,940)100% percentile7.8 robust deviationsconfidence 0.8
  • INSTINET, LLCno RAUMunusual affiliate densityStatic outlier
    distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (176 comparable advisers, 98.0th percentile, 5.4 robust deviations)
    filing Jun 23, 2026peers: other advisers, under $100M (176)98% percentile5.4 robust deviationsconfidence 0.8
  • CIBC PRIVATE WEALTH ADVISORS, INC.BD affiliatedRAUM $68Bunusually large average HNW clientStatic outlier
    HNW RAUM per HNW client of $17,209,281 against a peer median of $2,031,987 (50 comparable advisers, 100.0th percentile, 10.1 robust deviations)
    filing Jun 22, 2026peers: affiliated wealth managers, $20B and over (50)100% percentile10.1 robust deviationsconfidence 0.7
  • SIT INVESTMENT ASSOCIATES, INCasset managerRAUM $3.5Bhigh institutional concentrationStatic outlier
    institutional share of RAUM of 25% against a peer median of 0% (1506 comparable advisers, 99.0th percentile, 8.6 robust deviations)
    filing Jun 22, 2026peers: asset managers, $1B to $5B (1,506)99% percentile8.6 robust deviationsconfidence 0.8
  • REPUBLIC CAPITALasset managerRAUM $431Mmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 232.0 against a peer median of 20.7 (712 comparable advisers, 100.0th percentile, 16.2 robust deviations)
    filing Jun 22, 2026peers: asset managers, $100M to $500M (712)100% percentile16.2 robust deviationsconfidence 0.8
  • MSR CAPITAL PARTNERS, LLCasset managerRAUM $5.0Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (684 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 22, 2026peers: asset managers, $5B to $20B (684)0.0% percentile33.7 robust deviationsconfidence 0.8
  • SPIEGELMAN WEALTH MANAGEMENT, INC.independent RIARAUM $443Mvery high RAUM per advisorStatic outlier
    RAUM per registered advisor of $147,658,135 against a peer median of $55,731,856 (3254 comparable advisers, 98.0th percentile, 3.2 robust deviations)
    filing Jun 22, 2026peers: independent wealth managers, $100M to $500M (3,254)98% percentile3.2 robust deviationsconfidence 0.8
  • MACERATIO LLCmixed wealthRAUM $1.2Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 99% (1362 comparable advisers, 0.0th percentile, 33.2 robust deviations)
    filing Jun 20, 2026peers: independent wealth managers, $1B to $5B (1,362)0.0% percentile33.2 robust deviationsconfidence 0.8
  • SCOTT CAPITAL PARTNERSindependent RIARAUM $971Munusually large average accountStatic outlier
    RAUM per account of $11,155,743 against a peer median of $610,947 (1443 comparable advisers, 100.0th percentile, 7.1 robust deviations)
    filing Jun 19, 2026peers: independent wealth managers, $500M to $1B (1,443)100% percentile7.1 robust deviationsconfidence 0.8
  • FIDELIS INVESTORS, LLCasset managerRAUM $1.4Bhigh institutional concentrationStatic outlier
    institutional share of RAUM of 26% against a peer median of 0% (1506 comparable advisers, 99.0th percentile, 8.7 robust deviations)
    filing Jun 18, 2026peers: asset managers, $1B to $5B (1,506)99% percentile8.7 robust deviationsconfidence 0.8
  • AVANTAX PLANNING PARTNERS, INC.BD affiliatedRAUM $7.6Bhigh institutional concentrationStatic outlier
    institutional share of RAUM of 29% against a peer median of 2% (53 comparable advisers, 100.0th percentile, 9.3 robust deviations)
    filing Jun 18, 2026peers: affiliated wealth managers, $5B to $20B (53)100% percentile9.3 robust deviationsconfidence 0.7
  • ASCEND INTERPLAY, LLCindependent RIARAUM $390Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (5676 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 18, 2026peers: independent wealth managers, $100M to $500M (5,676)0.0% percentile33.7 robust deviationsconfidence 0.8
  • C.L. SHELDON & COMPANY, LLCindependent RIARAUM $111Mlow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (5676 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 18, 2026peers: independent wealth managers, $100M to $500M (5,676)0.0% percentile33.7 robust deviationsconfidence 0.8
  • UNITED PLANNERS' FINANCIAL SERVICES OF AMERICA A LIMITED PARTNERindependent RIARAUM $13Blow discretionary shareStatic outlier
    discretionary share of RAUM of 5% against a peer median of 97% (289 comparable advisers, 2.0th percentile, 23.0 robust deviations)
    filing Jun 18, 2026peers: independent wealth managers, $5B to $20B (289)1.7% percentile23.0 robust deviationsconfidence 0.8
  • ICON INFRASTRUCTURE NORTH AMERICA INC.asset managerRAUM $2.5Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (1506 comparable advisers, 0.0th percentile, 33.7 robust deviations)
    filing Jun 18, 2026peers: asset managers, $1B to $5B (1,506)0.0% percentile33.7 robust deviationsconfidence 0.8
  • UX WEALTH PARTNERS LLCasset managerRAUM $1.9Blow discretionary shareStatic outlier
    discretionary share of RAUM of 0% against a peer median of 100% (1506 comparable advisers, 2.0th percentile, 33.6 robust deviations)
    filing Jun 18, 2026peers: asset managers, $1B to $5B (1,506)1.9% percentile33.6 robust deviationsconfidence 0.8
  • BELVERON REAL ESTATE PARTNERS, LLCasset managerRAUM $1.3Bmany private funds relative to firm sizeStatic outlier
    private funds per $1B of RAUM of 30.8 against a peer median of 4.3 (953 comparable advisers, 99.0th percentile, 8.5 robust deviations)
    filing Jun 18, 2026peers: asset managers, $1B to $5B (953)99% percentile8.5 robust deviationsconfidence 0.8
  • SVOF/MM, LLCasset managerRAUM $16.4Mlarge related person networkStatic outlier
    related persons on Schedule D 7.A of 255.0 against a peer median of 5.0 (73 comparable advisers, 100.0th percentile, 84.3 robust deviations)
    filing Jun 17, 2026peers: asset managers, under $100M (73)100% percentile84.3 robust deviationsconfidence 0.7
  • TENNENBAUM CAPITAL PARTNERS, LLCasset managerRAUM $3.2Blarge related person networkStatic outlier
    related persons on Schedule D 7.A of 255.0 against a peer median of 7.0 (850 comparable advisers, 100.0th percentile, 55.8 robust deviations)
    filing Jun 17, 2026peers: asset managers, $1B to $5B (850)100% percentile55.8 robust deviationsconfidence 0.8
  • CHELSEA MANAGEMENT COMPANYmixed wealthRAUM $517Mhigh institutional concentrationStatic outlier
    institutional share of RAUM of 65% against a peer median of 2% (1482 comparable advisers, 99.0th percentile, 21.4 robust deviations)
    filing Jun 17, 2026peers: independent wealth managers, $500M to $1B (1,482)99% percentile21.4 robust deviationsconfidence 0.8
  • BLACKROCK (SINGAPORE) LIMITEDasset managerRAUM $70Blarge related person networkStatic outlier
    related persons on Schedule D 7.A of 257.0 against a peer median of 18.0 (428 comparable advisers, 98.0th percentile, 13.4 robust deviations)
    filing Jun 17, 2026peers: asset managers, $20B and over (428)98% percentile13.4 robust deviationsconfidence 0.8
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8,370 anomalies match.