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
- employees (Item 5.A) moved from 27.0 to 13.0 (-52.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)0.7% percentile4.5 robust deviationsconfidence 0.85
- HILLCREST CREDIT AND INCOME FUND II MANAGER, LLCinstitutionalRAUM $490Memployee count dropChange between filingsemployees (Item 5.A) moved from 12.0 to 2.0 (-83.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was 0.0% (17 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $100M to $500M (17)0.0% percentile9.0 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 12.0 to 2.0 (-83.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)0.5% percentile6.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $18,714,173,897 to $29,972,497,373 (+60.0%) 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% percentile2.9 robust deviationsconfidence 0.85
- G•••••• S•••• A•••• M••••••••• •••• K•••• L••••••institutionalRAUM $21BRAUM up 50 %Change between filingsRAUM (Item 5.F) moved from $12,942,771,289 to $21,189,475,396 (+64.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (83 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $20B and over (83)99% percentile6.7 robust deviationsconfidence 0.85
- B••••••• F• E•••••• W••••• M••••••••• L••independent RIARAUM $705Memployee count dropChange between filingsemployees (Item 5.A) moved from 26.0 to 12.0 (-54.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (593 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (593)0.5% percentile4.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $844,457,156 to $1,458,320,321 (+73.0%) between the annual amendments of 2025-03-24 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)91% percentile2.6 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 18.0 to 9.0 (-50.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)0.8% percentile4.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $840,552,907 to $1,348,981,020 (+60.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was +17.0% (1298 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,298)95% percentile4.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $117,586,284 to $221,643,624 (+88.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)98% percentile7.2 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 16.0 to 5.0 (-69.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)0.8% percentile5.6 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $12,094,371,500 to $22,023,570,595 (+82.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +11.0% (112 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $20B and over (112)98% percentile5.2 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 26.0 to 39.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (461 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (461)97% percentile4.8 robust deviationsconfidence 0.85
- L••• C•••••• M••••••••• C••••••• L••asset managerRAUM $360Memployee count dropChange between filingsemployees (Item 5.A) moved from 37.0 to 6.0 (-84.0%) between the annual amendments of 2025-04-07 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)0.3% percentile6.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 106.0 to 6.0 (-94.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (103 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: other advisers, under $100M (103)1.0% percentile7.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $95,798,000 to $168,256,000 (+76.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)95% percentile3.0 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 91.0 to 169.0 (+86.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +5.0% (264 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (264)98% percentile7.7 robust deviationsconfidence 0.85
- B••••••• B•• C•••••• M••••••••• L••asset managerRAUM $518Mprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 10.0 to 15.0 (+50.0%) between the annual amendments of 2025-03-31 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
- employees (Item 5.A) moved from 10.0 to 15.0 (+50.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was -6.0% (27 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $500M to $1B (27)100% percentile3.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 644.0 to 321.0 (-50.0%) between the annual amendments of 2025-03-24 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)3.0% percentile6.2 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 71.0 to 111.0 (+56.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (264 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (264)95% percentile4.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 14.0 to 21.0 (+50.0%) between the annual amendments of 2025-04-17 and 2026-03-31; the peer median change was 0.0% (593 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (593)98% percentile4.4 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 25.0 to 44.0 (+76.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +4.0% (1050 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,050)98% percentile7.3 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 11.0 to 18.0 (+64.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (55 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $1B to $5B (55)100% percentile4.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 279.0 to 470.0 (+68.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +7.0% (50 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers, $20B and over (50)96% percentile5.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 185.0 to 357.0 (+93.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +3.0% (110 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $20B and over (110)99% percentile13.5 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 41.0 to 67.0 (+63.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)98% percentile5.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 29.0 to 46.0 (+59.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (596 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (596)99% percentile5.9 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,232.0 to 603.0 (-51.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)2.9% percentile6.3 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 43.0 to 71.0 (+65.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (108 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $5B to $20B (108)99% percentile9.3 robust deviationsconfidence 0.85
- filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- R•••••• R•••• A•••• M••••••••• ••• L••asset managerRAUM $13Bemployee count surgeChange between filingsemployees (Item 5.A) moved from 44.0 to 67.0 (+52.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (596 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (596)99% percentile5.3 robust deviationsconfidence 0.85
- G•••••• S•••• A•••• M••••••••• •••• K•••• L••••••institutionalRAUM $21Bemployee count surgeChange between filingsemployees (Item 5.A) moved from 53.0 to 96.0 (+81.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +2.0% (79 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $20B and over (79)97% percentile12.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 16.0 to 28.0 (+75.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +3.0% (596 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (596)99% percentile7.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 70.0 to 120.0 (+71.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (596 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (596)99% percentile7.3 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 $206,679,179 to $104,737,431, advisors 2 to 1, private clients 543 to 183, offices 1 to 1 (2025-02-14 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- 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 $1,499,627,378 to $1,234,631,893, advisors 4 to 4, private clients 2258 to 995, offices 1 to 1 (2025-03-28 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- employees (Item 5.A) moved from 10.0 to 19.0 (+90.0%) between the annual amendments of 2025-03-11 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)100% percentile7.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 11.0 to 17.0 (+55.0%) between the annual amendments of 2025-03-04 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)99% percentile4.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $115,969,750 to $194,450,000 (+68.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)94% percentile2.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 100.0 to 165.0 (+65.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (264 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (264)96% percentile5.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 10.0 to 16.0 (+60.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)99% percentile5.3 robust deviationsconfidence 0.85
- G••••••••• W••••• S••••••••• L••mixed wealthRAUM $371Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 56.0% to 28.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- employees (Item 5.A) moved from 16.0 to 26.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (264 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (264)96% percentile5.5 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 22.0 to 41.0 (+86.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)99% percentile7.6 robust deviationsconfidence 0.85
- Z•••••• W••••• P•••••••independent RIARAUM $158Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 29.0% to 3.0% between the annual amendments of 2025-03-31 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 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
- employees (Item 5.A) moved from 10.0 to 15.0 (+50.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was 0.0% (56 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (56)95% percentile3.2 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 10.0 to 16.0 (+60.0%) between the annual amendments of 2025-03-31 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% percentile9.3 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 17.0 to 26.0 (+53.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (29 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $100M to $500M (29)100% percentile5.7 robust deviationsconfidence 0.85
- offices other than the principal office (Item 1.F.5) moved from 4.0 to 2.0 (-50.0%) between the annual amendments of 2025-04-02 and 2026-03-31; the peer median change was 0.0% (232 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (232)2.2% percentile4.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 187.0 to 292.0 (+56.0%) between the annual amendments of 2025-01-22 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)98% percentile4.5 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 244.0 to 379.0 (+55.0%) between the annual amendments of 2025-04-04 and 2026-03-31; the peer median change was +1.0% (51 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers, $1B to $5B (51)96% percentile6.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $176,738,174 to $268,494,780 (+52.0%) between the annual amendments of 2025-03-25 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% percentile3.6 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $629,627,387 to $1,114,357,690 (+77.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)92% percentile2.8 robust deviationsconfidence 0.85
- HNW RAUM per HNW client of $12,502,226 against a peer median of $2,402,353 (4945 comparable advisers, 100.0th percentile, 6.8 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,945)100% percentile6.8 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $132,809,972 to $222,159,862 (+67.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)98% percentile5.1 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 57.0% to 88.0% 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 78.0% to 53.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $20B and over (84)confidence 0.85
- HNW share of RAUM moved from 39.0% to 11.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: other advisers, $100M to $500M (212)confidence 0.85
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