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
- distinct affiliate types checked on Item 7.A of 6.0 against a peer median of 2.0 (796 comparable advisers, 99.0th percentile, 5.4 robust deviations)filing Mar 31, 2026peers: asset managers, $1B to $5B (796)99% percentile5.4 robust deviationsconfidence 0.8
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (487 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (487)94% percentile4.4 robust deviationsconfidence 0.85
- FLATIRON RR LLC, MANAGER SERIESasset managerRAUM $1.2Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- H••••••••• E••••• P•••••••• L••asset managerRAUM $3.9Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 3.0 to 5.0 (+67.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)97% percentile10.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $21,824,829,224 to $42,335,297,615 (+94.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)96% percentile5.1 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 35.0 to 62.0 (+77.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (318 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (318)97% percentile6.3 robust deviationsconfidence 0.85
- R•• A••• C•••••• M••••••••• L••asset managerRAUM $619Mprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was 0.0% (489 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (489)93% percentileconfidence 0.85
- C••••••• R•••• W••••• M••••••••• L••independent RIARAUM $464Mclient count surgeChange between filingsindividual and HNW clients (Item 5.D) moved from 1,034.0 to 1,798.0 (+74.0%) between the annual amendments of 2025-04-24 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)98% percentile8.3 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 176.0 to 72.0 (-59.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)1.0% percentile7.3 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 8.0 to 14.0 (+75.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)98% percentile11.6 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (489 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (489)93% percentileconfidence 0.85
- RAUM (Item 5.F) moved from $19,473,373,287 to $31,105,860,115 (+60.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)91% percentile2.9 robust deviationsconfidence 0.85
- S••••• H••••••• M•••••• ••• L••asset managerRAUM $1.4Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- P•••• C•••••• M••••••••• ••• I•••asset managerRAUM $1.2Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $24,052,614,047 to $46,868,139,376 (+95.0%) between the annual amendments of 2025-03-28 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% percentile5.1 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 125.0 to 209.0 (+67.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)98% percentile7.5 robust deviationsconfidence 0.85
- T••••••• C•••••• M••••••••• L••asset managerRAUM $4.2Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 8.0 to 13.0 (+63.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)96% percentile9.7 robust deviationsconfidence 0.85
- N•••••••• B••••• L••• A••••••• I• L••asset managerRAUM $6.1Bprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 7.0 to 13.0 (+86.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (487 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (487)98% percentile7.7 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 5.0 to 9.0 (+80.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)98% percentile12.4 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (73 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (73)93% percentileconfidence 0.85
- G•••••••• G••••• C•••••• M••••••••• L••asset managerRAUM $45.4Mprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (70 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: asset managers, under $100M (70)96% percentileconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 6.0 to 10.0 (+67.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)97% percentile10.3 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 5.0 to 9.0 (+80.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (318 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (318)98% percentile6.5 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 6.0 to 11.0 (+83.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (489 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (489)98% percentileconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 27.0 to 41.0 (+52.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +5.0% (318 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (318)95% percentile4.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 265.0 to 427.0 (+61.0%) between the annual amendments of 2025-04-14 and 2026-03-31; the peer median change was +3.0% (461 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (461)98% percentile5.9 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 5.0 to 8.0 (+60.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (999 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (999)97% percentile4.9 robust deviationsconfidence 0.85
- R•• A•••• M••••••••• L••asset managerRAUM $2.7Bmany private funds relative to firm sizeStatic outlierprivate funds per $1B of RAUM of 28.3 against a peer median of 4.3 (939 comparable advisers, 98.0th percentile, 7.7 robust deviations)filing Mar 31, 2026peers: asset managers, $1B to $5B (939)98% percentile7.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $7,668,325,922 to $13,910,765,668 (+81.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +18.0% (271 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (271)96% percentile4.2 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (731 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (731)95% percentileconfidence 0.85
- employees (Item 5.A) moved from 17.0 to 31.0 (+82.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was +4.0% (1050 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,050)99% percentile7.9 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 6.0 to 2.0 (-67.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was 0.0% (999 comparable advisers, 1.0th percentile of changes); IAPD lists 2 advisers registered here todayfiling Mar 31, 2026peers: independent wealth managers, $1B to $5B (999)0.6% percentile5.4 robust deviationsconfidence 0.85
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $186,242,442 to $193,212,864, advisors 2 to 2, private clients 226 to 180, offices 1 to 1 (2025-03-13 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- RAUM (Item 5.F) moved from $253,416,066 to $490,271,373 (+93.0%) between the annual amendments of 2025-02-28 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)94% percentile3.6 robust deviationsconfidence 0.85
- V••••••••• • W•••• W••••• M••••••••• G••••independent RIARAUM $279Maccount count collapseChange between filingsaccounts (Item 5.F.2.f) moved from 873.0 to 357.0 (-59.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)2.2% percentile7.2 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,333,970,000 to $2,115,440,110 (+59.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +15.0% (105 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $1B to $5B (105)93% percentile2.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $320,941,185 to $145,311,042 (-55.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)2.5% percentile2.5 robust deviationsconfidence 0.85
- S•• V••••• W••••• M••••••••• C••••independent RIARAUM $101Mdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 75.0% 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 $1,113,838,194 to $167,124,586 (-85.0%) between the annual amendments of 2025-03-03 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)0.1% percentile9.8 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 3,355.0 to 422.0 (-87.0%) between the annual amendments of 2025-02-11 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)0.1% percentile10.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,192,911,428 to $228,471,001 (-81.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)0.9% percentile3.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $3,436,658,086 to $6,070,500,782 (+77.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)92% percentile3.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $17,640,296,043 to $28,546,149,242 (+62.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)92% percentile3.0 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 6.0 to 3.0 (-50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (35 comparable advisers, 6.0th percentile of changes); IAPD lists 3 advisers registered here todayfiling Mar 31, 2026peers: asset managers, $1B to $5B (35)5.9% percentile3.0 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 17.0% to 44.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- employees (Item 5.A) moved from 10.0 to 5.0 (-50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (505 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (505)2.2% percentile3.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $2,792,163,991 to $5,469,117,378 (+96.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +9.0% (119 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $5B to $20B (119)98% percentile6.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $310,052,863 to $613,886,404 (+98.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)94% percentile3.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $11,448,363,333 to $137,123,027 (-99.0%) between the annual amendments of 2025-04-09 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)0.0% percentile11.2 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 6.0 to 9.0 (+50.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was 0.0% (999 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (999)95% percentile4.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,266,581,213 to $2,524,453,615 (+99.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)94% percentile3.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $174,840,469 to $271,312,952 (+55.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)96% percentile3.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $166,458,070 to $285,875,773 (+72.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +17.0% (23 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers (23)91% percentile1.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $170,791,841 to $262,490,754 (+54.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)92% percentile2.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $639,948,204 to $158,137,726 (-75.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)1.4% percentile3.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $391,527,151 to $669,773,501 (+71.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)91% percentile2.6 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $810,000,000 to $1,378,000,000 (+70.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 90.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)90% percentile2.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $289,406,982 to $555,892,738 (+92.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)94% percentile3.5 robust deviationsconfidence 0.85
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