DFX Intelligence
ADV anomalies
What stands out against comparable advisersHow anomalies are flaggedEach 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.None of this is a conclusion about a firm; it is where to look.
Data quality rows (values that are likely filing errors) are kept apart and hidden unless asked for.
8,320 anomalies
- RAUM (Item 5.F) moved from $108,000,000 to $275,175,897 (+155.0%) between the annual amendments of 2025-02-21 and 2026-04-02; the peer median change was +15.0% (4546 comparable advisers, 100.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (4,546)100% percentile13.7 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (1568 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Apr 2, 2026peers: asset managers, $100M to $500M (1,568)0.0% percentile33.7 robust deviationsconfidence 0.8
- institutional share of RAUM of 34% against a peer median of 0% (784 comparable advisers, 100.0th percentile, 11.4 robust deviations)filing Apr 2, 2026peers: asset managers, $500M to $1B (784)100% percentile11.4 robust deviationsconfidence 0.8
- accounts (Item 5.F.2.f) moved from 491.0 to 1,146.0 (+133.0%) between the annual amendments of 2025-03-27 and 2026-04-02; the peer median change was +5.0% (3683 comparable advisers, 99.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (3,683)99% percentile14.6 robust deviationsconfidence 0.85
- M•••••••• • P••••• W••••• A•••••••independent RIARAUM $141Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 44.0% to 8.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- offices other than the principal office (Item 1.F.5) moved from 20.0 to 63.0 (+215.0%) between the annual amendments of 2025-04-10 and 2026-04-02; the peer median change was 0.0% (232 comparable advisers, 100.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (232)100% percentile20.4 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 55.0% to 36.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM per registered advisor of $161,023,725 against a peer median of $55,746,441 (3262 comparable advisers, 100.0th percentile, 3.7 robust deviations)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (3,262)100% percentile3.7 robust deviationsconfidence 0.8
- C••••••••• S••••• A•••••••• L••mixed wealthRAUM $315Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 77.0% to 57.0% between the annual amendments of 2025-02-27 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 33.0% to 52.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $394,657,254 to $589,473,003 (+49.0%) between the annual amendments of 2025-04-10 and 2026-04-02; the peer median change was +16.0% (1382 comparable advisers, 94.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,382)94% percentile3.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $124,015,058 to $182,322,481 (+47.0%) between the annual amendments of 2025-03-28 and 2026-04-02; the peer median change was +15.0% (4546 comparable advisers, 95.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (4,546)95% percentile3.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $234,036,242 to $315,301,456 (+35.0%) between the annual amendments of 2025-02-27 and 2026-04-02; the peer median change was +15.0% (4546 comparable advisers, 90.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (4,546)90% percentile1.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $418,750,691 to $607,255,901 (+45.0%) between the annual amendments of 2025-04-14 and 2026-04-02; the peer median change was +16.0% (1382 comparable advisers, 93.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,382)93% percentile3.1 robust deviationsconfidence 0.85
- RAUM per account of $6,791,460 against a peer median of $611,284 (1442 comparable advisers, 98.0th percentile, 4.2 robust deviations)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,442)98% percentile4.2 robust deviationsconfidence 0.8
- HNW share of RAUM moved from 28.0% to 13.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $2,232,574,455 to $3,288,459,087 (+47.0%) between the annual amendments of 2025-01-28 and 2026-04-02; the peer median change was +17.0% (1298 comparable advisers, 92.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $1B to $5B (1,298)92% percentile3.1 robust deviationsconfidence 0.85
- M•••••••• • P••••• W••••• A•••••••independent RIARAUM $141Maccount count collapseChange between filingsaccounts (Item 5.F.2.f) moved from 591.0 to 363.0 (-39.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +5.0% (3683 comparable advisers, 4.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (3,683)4.1% percentile4.9 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 38.0% to 20.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $190,746,375 to $140,785,000 (-26.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +15.0% (4546 comparable advisers, 1.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (4,546)1.5% percentile4.1 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 23.0% to 43.0% between the annual amendments of 2025-02-27 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- distinct affiliate types checked on Item 7.A of 5.0 against a peer median of 2.0 (325 comparable advisers, 100.0th percentile, 4.0 robust deviations)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (325)100% percentile4.0 robust deviationsconfidence 0.8
- accounts (Item 5.F.2.f) moved from 609.0 to 373.0 (-39.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +6.0% (1254 comparable advisers, 2.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,254)2.3% percentile5.5 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 45.0% to 64.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- discretionary share of RAUM moved from 39.0% to 62.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: other advisers, $1B to $5B (248)confidence 0.85
- HNW share of RAUM moved from 31.0% to 48.0% between the annual amendments of 2025-03-27 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private-client share of RAUM moved from 45.0% to 64.0% between the annual amendments of 2025-03-31 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $524,299,823 to $325,166,353 (-38.0%) between the annual amendments of 2025-03-19 and 2026-04-02; the peer median change was +4.0% (1140 comparable advisers, 6.0th percentile of changes)filing Apr 2, 2026peers: asset managers, $100M to $500M (1,140)6.5% percentile1.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $875,297,189 to $1,274,632,470 (+46.0%) between the annual amendments of 2025-03-28 and 2026-04-02; the peer median change was +15.0% (105 comparable advisers, 90.0th percentile of changes)filing Apr 2, 2026peers: institutional managers, $1B to $5B (105)90% percentile1.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $73,303,964 to $94,792,090 (+29.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was -12.0% (97 comparable advisers, 96.0th percentile of changes)filing Apr 2, 2026peers: asset managers, under $100M (97)96% percentile1.2 robust deviationsconfidence 0.85
- K••••••• G••••• P••••••• L••independent RIARAUM $581Munusually large average HNW clientStatic outlierHNW RAUM per HNW client of $13,319,121 against a peer median of $3,136,122 (1403 comparable advisers, 98.0th percentile, 6.7 robust deviations)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,403)98% percentile6.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $2,079,000,000 to $3,568,305,992 (+72.0%) between the annual amendments of 2025-03-26 and 2026-04-02; the peer median change was +11.0% (1364 comparable advisers, 91.0th percentile of changes)filing Apr 2, 2026peers: asset managers, $1B to $5B (1,364)91% percentile2.6 robust deviationsconfidence 0.85
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $190,746,375 to $140,785,000, advisors 3 to 3, private clients 336 to 348, offices 1 to 1 (2025-03-31 to 2026-04-02)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- HNW share of RAUM moved from 14.0% to 47.0% between the annual amendments of 2025-03-07 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $234,036,242 to $315,301,456, advisors 2 to 4, private clients 61 to 204, offices 0 to 2 (2025-02-27 to 2026-04-02)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $401,277,320 to $685,710,296, advisors 0 to 7, private clients 211 to 352, offices 5 to 5 (2025-03-31 to 2026-04-02)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 132.0 to 215.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +5.0% (1214 comparable advisers, 97.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,214)97% percentile7.9 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 211.0 to 352.0 (+67.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +5.0% (1214 comparable advisers, 98.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,214)98% percentile8.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $401,277,320 to $685,710,296 (+71.0%) between the annual amendments of 2025-03-31 and 2026-04-02; the peer median change was +16.0% (1382 comparable advisers, 96.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $500M to $1B (1,382)96% percentile5.8 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 100.0% to 66.0% between the annual amendments of 2025-02-21 and 2026-04-02filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- accounts (Item 5.F.2.f) moved from 465.0 to 790.0 (+70.0%) between the annual amendments of 2025-02-27 and 2026-04-02; the peer median change was +5.0% (3683 comparable advisers, 97.0th percentile of changes)filing Apr 2, 2026peers: independent wealth managers, $100M to $500M (3,683)97% percentile7.4 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (784 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Apr 1, 2026peers: asset managers, $500M to $1B (784)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (1568 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $159,175,815 to $352,280,703 (+121.0%) between the annual amendments of 2025-03-30 and 2026-04-01; the peer median change was +15.0% (4546 comparable advisers, 99.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (4,546)99% percentile10.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $502,426,870 to $1,675,798,775 (+234.0%) between the annual amendments of 2025-04-04 and 2026-04-01; the peer median change was +11.0% (1364 comparable advisers, 98.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $1B to $5B (1,364)98% percentile9.5 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (309 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Apr 1, 2026peers: independent wealth managers, under $100M (309)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $126,036,754 to $0 (-100.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was -29.0% (39 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: other advisers, under $100M (39)0.0% percentile1.2 robust deviationsconfidence 0.85
- institutional share of RAUM of 53% against a peer median of 0% (5683 comparable advisers, 99.0th percentile, 17.8 robust deviations)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)99% percentile17.8 robust deviationsconfidence 0.8
- institutional share of RAUM of 72% against a peer median of 0% (5683 comparable advisers, 100.0th percentile, 24.0 robust deviations)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)100% percentile24.0 robust deviationsconfidence 0.8
- institutional share of RAUM of 52% against a peer median of 0% (5683 comparable advisers, 99.0th percentile, 17.5 robust deviations)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)99% percentile17.5 robust deviationsconfidence 0.8
- individual and HNW clients (Item 5.D) moved from 66,781.0 to 0.0 (-100.0%) between the annual amendments of 2025-03-28 and 2026-04-01; the peer median change was +7.0% (37 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $20B and over (37)0.0% percentile6.0 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 74.0% to 3.0% between the annual amendments of 2025-03-13 and 2026-04-01filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- RAUM (Item 5.F) moved from $62,948,000 to $195,509,222 (+211.0%) between the annual amendments of 2025-03-25 and 2026-04-01; the peer median change was +15.0% (4546 comparable advisers, 100.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (4,546)100% percentile19.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $124,336,929 to $333,540,014 (+168.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +4.0% (1140 comparable advisers, 99.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $100M to $500M (1,140)99% percentile6.9 robust deviationsconfidence 0.85
- private clients per advisor of 1,014.6 against a peer median of 64.7 (1153 comparable advisers, 99.0th percentile, 23.2 robust deviations)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,153)99% percentile23.2 robust deviationsconfidence 0.8
- private-client share of RAUM moved from 100.0% to 0.0% between the annual amendments of 2025-03-28 and 2026-04-01filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- L••••••• C•••••• P•••••••• L•••asset managerRAUM $63.6Mhigh institutional concentrationStatic outlierinstitutional share of RAUM of 27% against a peer median of 0% (139 comparable advisers, 100.0th percentile, 9.0 robust deviations)filing Apr 1, 2026peers: asset managers, under $100M (139)100% percentile9.0 robust deviationsconfidence 0.8
- private-client share of RAUM moved from 38.0% to 0.0% between the annual amendments of 2025-04-01 and 2026-04-01filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- D••••• W• N•••••••• • A••••••••• L••independent RIARAUM $171Mdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 0.0% to 68.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 99% (1363 comparable advisers, 0.0th percentile, 33.2 robust deviations)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,363)0.0% percentile33.2 robust deviationsconfidence 0.8
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