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
- discretionary share of RAUM moved from 0.0% to 100.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- HNW share of RAUM moved from 38.0% to 83.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- RAUM (Item 5.F) moved from $88,603,237 to $251,594,410 (+184.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)99% percentile7.5 robust deviationsconfidence 0.85
- RAUM per account of $9,866,609,287 against a peer median of $426,672,517 (326 comparable advisers, 99.0th percentile, 31.0 robust deviations)filing Mar 31, 2026peers: asset managers, $20B and over (326)99% percentile31.0 robust deviationsconfidence 0.8
- advisory representatives (Item 5.B.3) moved from 5.0 to 0.0 (-100.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was -4.0% (31 comparable advisers, 0.0th percentile of changes); IAPD lists 0 advisers registered here todayfiling Mar 31, 2026peers: other advisers, $20B and over (31)0.0% percentile5.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 4,835.0 to 10,423.0 (+116.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +6.0% (224 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (224)97% percentile9.5 robust deviationsconfidence 0.85
- M•••••••• W••••• A•••••••• L••independent RIARAUM $517Munusually high clients per advisorStatic outlierprivate clients per advisor of 411.2 against a peer median of 63.4 (1210 comparable advisers, 99.0th percentile, 9.5 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,210)99% percentile9.5 robust deviationsconfidence 0.8
- accounts (Item 5.F.2.f) moved from 533.0 to 3,942.0 (+640.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (110 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (110)99% percentile47.2 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 99% (1481 comparable advisers, 0.0th percentile, 33.5 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)0.0% percentile33.5 robust deviationsconfidence 0.8
- private-client share of RAUM moved from 2.0% to 62.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 75.0% to 22.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (212 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: other advisers, $100M to $500M (212)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 99% (1481 comparable advisers, 0.0th percentile, 33.5 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)0.0% percentile33.5 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (1506 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,506)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM moved from 70.0% to 25.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private clients per advisor of 449.3 against a peer median of 64.7 (1153 comparable advisers, 98.0th percentile, 9.4 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,153)98% percentile9.4 robust deviationsconfidence 0.8
- B••• D•••••• C•••••• I••••••••• A•••••••independent RIARAUM $301Mlow discretionary shareStatic outlierdiscretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- C••••••• D••••••••• L••asset managerRAUM $667Mmany private funds relative to firm sizeStatic outlierprivate funds per $1B of RAUM of 96.0 against a peer median of 8.9 (460 comparable advisers, 99.0th percentile, 14.7 robust deviations)filing Mar 31, 2026peers: asset managers, $500M to $1B (460)99% percentile14.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $104,721,000 to $428,833,000 (+310.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)100% percentile12.8 robust deviationsconfidence 0.85
- T•• I••••••••• A•••••••• L••independent RIARAUM $167Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 88.0% to 7.0% between the annual amendments of 2025-03-03 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $136,422,525 to $473,645,985 (+247.0%) between the annual amendments of 2025-03-14 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)100% percentile22.7 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 0.0% to 100.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- RAUM (Item 5.F) moved from $143,588,939 to $287,305,351 (+100.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)99% percentile8.3 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (108 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: institutional managers, $100M to $500M (108)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 Mar 31, 2026peers: asset managers, $100M to $500M (1,568)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM per account of $33,082,890 against a peer median of $812,622 (1334 comparable advisers, 99.0th percentile, 21.8 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,334)99% percentile21.8 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $149,267,418 to $311,863,610 (+109.0%) between the annual amendments of 2025-03-29 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)99% percentile9.2 robust deviationsconfidence 0.85
- institutional share of RAUM of 33% against a peer median of 0% (1568 comparable advisers, 100.0th percentile, 11.1 robust deviations)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,568)100% percentile11.1 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM moved from 0.0% to 46.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- private-client share of RAUM moved from 0.0% to 100.0% between the annual amendments of 2025-03-30 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $17,660,213,923 to $35,527,062,904 (+101.0%) between the annual amendments of 2025-04-04 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)97% percentile5.5 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 0.0% to 49.0% between the annual amendments of 2025-04-30 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 6.0 (+200.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (125 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (125)99% percentileconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,381.0 to 8,933.0 (+547.0%) between the annual amendments of 2025-03-10 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)100% percentile61.3 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 90.0% to 7.0% between the annual amendments of 2025-03-26 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private funds (Schedule D 7.B.1) moved from 3.0 to 10.0 (+233.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (489 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (489)100% percentileconfidence 0.85
- C•••• • C•••••• F•••••••• M••••••••• L••asset managerRAUM $237Mdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 87.0% to 44.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $110,281,140,166 to $232,818,912,899 (+111.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)98% percentile6.1 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 4.0% to 69.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 8.0% to 61.0% between the annual amendments of 2025-03-03 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $29,046,240,268 to $69,085,960,016 (+138.0%) between the annual amendments of 2025-04-04 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)99% percentile7.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 30.0 to 73.0 (+143.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (393 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (393)100% percentile11.6 robust deviationsconfidence 0.85
- L••••• R•••• C•••••• P•••••••• L•asset managerRAUM $160Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 0.0% to 97.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- RAUM (Item 5.F) moved from $163,157,662 to $423,846,983 (+160.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)98% percentile6.5 robust deviationsconfidence 0.85
- C•••••• I••••••••• M••••••••• L••independent RIARAUM $200Mhigh institutional concentrationStatic outlierinstitutional share of RAUM of 40% against a peer median of 0% (5683 comparable advisers, 98.0th percentile, 13.4 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)98% percentile13.4 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $9,333,493,829 to $29,377,232,147 (+215.0%) between the annual amendments of 2025-02-24 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)100% percentile12.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 11.0 to 24.0 (+118.0%) between the annual amendments of 2025-04-04 and 2026-03-31; the peer median change was +3.0% (461 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (461)100% percentile11.7 robust deviationsconfidence 0.85
- S• A•••••• N••••••• L••independent RIARAUM $272Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 100.0% to 0.0% between the annual amendments of 2025-03-30 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private-client share of RAUM moved from 12.0% to 93.0% between the annual amendments of 2025-03-03 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- individual and HNW clients (Item 5.D) moved from 1,329.0 to 3,375.0 (+154.0%) between the annual amendments of 2025-03-10 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)100% percentile17.7 robust deviationsconfidence 0.85
- F••••••• P••• I••••••••• L••mixed wealthRAUM $1.5Bhigh employee count relative to advisorsStatic outlieremployees per registered advisor of 13.6 against a peer median of 1.5 (1101 comparable advisers, 100.0th percentile, 25.5 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,101)100% percentile25.5 robust deviationsconfidence 0.8
- B•••••••• • B•••••••• F•••••••• A••••••• I•••independent RIARAUM $423Maccount count surgeChange between filingsaccounts (Item 5.F.2.f) moved from 727.0 to 1,619.0 (+123.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)98% percentile13.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $135,697,861 to $442,237,196 (+226.0%) between the annual amendments of 2025-03-25 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)99% percentile9.3 robust deviationsconfidence 0.85
- C••••••••• A•••• M•••••••••asset managerRAUM $526Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 54.0% to 0.0% between the annual amendments of 2025-03-25 and 2026-03-31filing Mar 31, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (212 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 31, 2026peers: other advisers, $100M to $500M (212)0.0% percentile33.7 robust deviationsconfidence 0.8
The firm and advisor names past the first 3 rows are hidden. Open a row to reveal that record with a free account (5 a month), or get RIA and Wealth Intelligence at $249 a month for every name. Every figure, date and source is public either way.