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
- institutional share of RAUM moved from 45.0% to 0.0% between the annual amendments of 2025-03-27 and 2026-04-10filing Apr 10, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- RAUM (Item 5.F) moved from $260,863,548 to $3,009,877,222 (+1054.0%) between the annual amendments of 2025-03-14 and 2026-04-10; the peer median change was +11.0% (1364 comparable advisers, 100.0th percentile of changes)filing Apr 10, 2026peers: asset managers, $1B to $5B (1,364)100% percentile44.6 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 50.0% to 5.0% between the annual amendments of 2025-03-14 and 2026-04-10filing Apr 10, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- private-client share of RAUM moved from 98.0% to 54.0% between the annual amendments of 2025-04-22 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- B••• W••••• S••••••••• L••independent RIARAUM $1.6Binstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 2.0% to 46.0% between the annual amendments of 2025-04-22 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- private-client share of RAUM moved from 52.0% to 9.0% between the annual amendments of 2025-03-14 and 2026-04-10filing Apr 10, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- accounts (Item 5.F.2.f) moved from 1,298.0 to 781.0 (-40.0%) between the annual amendments of 2025-04-03 and 2026-04-10; the peer median change was +5.0% (3683 comparable advisers, 4.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (3,683)3.9% percentile5.0 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 92.0% to 68.0% between the annual amendments of 2025-04-23 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- individual and HNW clients (Item 5.D) moved from 873.0 to 525.0 (-40.0%) between the annual amendments of 2025-04-23 and 2026-04-10; the peer median change was +3.0% (3308 comparable advisers, 3.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (3,308)2.7% percentile5.1 robust deviationsconfidence 0.85
- F••••• F•••••••• G••••• I•••independent RIARAUM $932Mhigh employee count relative to advisorsStatic outlieremployees per registered advisor of 3.0 against a peer median of 1.4 (949 comparable advisers, 98.0th percentile, 4.0 robust deviations)filing Apr 10, 2026peers: independent wealth managers, $500M to $1B (949)98% percentile4.0 robust deviationsconfidence 0.8
- HNW share of RAUM moved from 30.0% to 52.0% between the annual amendments of 2025-03-28 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $294,753,665 to $435,258,041 (+48.0%) between the annual amendments of 2025-03-18 and 2026-04-10; the peer median change was +15.0% (4546 comparable advisers, 95.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (4,546)95% percentile3.2 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 724.0 to 424.0 (-41.0%) between the annual amendments of 2025-04-03 and 2026-04-10; the peer median change was +3.0% (3308 comparable advisers, 2.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (3,308)2.5% percentile5.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $186,099,182 to $263,759,468 (+42.0%) between the annual amendments of 2025-02-18 and 2026-04-10; the peer median change was +15.0% (4546 comparable advisers, 93.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (4,546)93% percentile2.6 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 54,870.0 to 29,892.0 (-46.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +7.0% (76 comparable advisers, 4.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $20B and over (76)4.0% percentile4.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 8,143.0 to 5,169.0 (-37.0%) between the annual amendments of 2025-04-03 and 2026-04-10; the peer median change was +7.0% (76 comparable advisers, 5.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $20B and over (76)5.3% percentile3.4 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 100.0% to 81.0% between the annual amendments of 2025-03-31 and 2026-04-10filing Apr 10, 2026peers: other advisers, $100M to $500M (212)confidence 0.85
- HNW share of RAUM moved from 23.0% to 38.0% between the annual amendments of 2025-03-27 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 53.0% to 37.0% between the annual amendments of 2025-03-31 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.85
- E•••••••• R••••••••• S••••••••• L••institutionalRAUM $16Binstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 68.0% to 87.0% between the annual amendments of 2025-03-31 and 2026-04-10filing Apr 10, 2026peers: institutional managers, $5B to $20B (71)confidence 0.85
- RAUM (Item 5.F) moved from $2,492,151,375 to $61,870,463 (-98.0%) between the annual amendments of 2025-03-27 and 2026-04-10; the peer median change was +11.0% (1364 comparable advisers, 0.0th percentile of changes)filing Apr 10, 2026peers: asset managers, $1B to $5B (1,364)0.0% percentile4.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $26,686,881,169 to $40,646,678,109 (+52.0%) between the annual amendments of 2025-03-28 and 2026-04-10; the peer median change was +11.0% (112 comparable advisers, 94.0th percentile of changes)filing Apr 10, 2026peers: other advisers, $20B and over (112)94% percentile3.0 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 22,073.0 to 33,378.0 (+51.0%) between the annual amendments of 2025-03-14 and 2026-04-10; the peer median change was +9.0% (52 comparable advisers, 98.0th percentile of changes)filing Apr 10, 2026peers: affiliated wealth managers, $5B to $20B (52)98% percentile3.4 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 16,768.0 to 27,393.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +8.0% (253 comparable advisers, 92.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $5B to $20B (253)92% percentile4.3 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,700.0 to 2,819.0 (+66.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +6.0% (1206 comparable advisers, 94.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,206)94% percentile7.1 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 6.0 to 9.0 (+50.0%) between the annual amendments of 2025-03-20 and 2026-04-10; the peer median change was 0.0% (965 comparable advisers, 97.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (965)97% percentile3.0 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 12.0 to 18.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was 0.0% (999 comparable advisers, 95.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (999)95% percentile4.0 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 18,045.0 to 29,565.0 (+64.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +8.0% (63 comparable advisers, 95.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $20B and over (63)95% percentile5.4 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 13,903.0 to 21,267.0 (+53.0%) between the annual amendments of 2025-03-14 and 2026-04-10; the peer median change was +8.0% (50 comparable advisers, 98.0th percentile of changes)filing Apr 10, 2026peers: affiliated wealth managers, $5B to $20B (50)98% percentile3.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 16,370.0 to 26,605.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +6.0% (224 comparable advisers, 93.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $5B to $20B (224)93% percentile4.9 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 833.0 to 1,256.0 (+51.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +5.0% (1132 comparable advisers, 96.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,132)96% percentile6.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $118,331,201 to $206,399,319 (+74.0%) between the annual amendments of 2025-03-27 and 2026-04-10; the peer median change was +15.0% (4546 comparable advisers, 98.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (4,546)98% percentile5.8 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 978.0 to 312.0 (-68.0%) between the annual amendments of 2025-03-28 and 2026-04-10; the peer median change was +3.0% (3308 comparable advisers, 0.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (3,308)0.5% percentile8.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $5,597,034,535 to $9,217,163,038 (+65.0%) between the annual amendments of 2025-03-14 and 2026-04-10; the peer median change was +21.0% (52 comparable advisers, 94.0th percentile of changes)filing Apr 10, 2026peers: affiliated wealth managers, $5B to $20B (52)94% percentile3.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 11.0 to 18.0 (+64.0%) between the annual amendments of 2025-02-14 and 2026-04-10; the peer median change was +4.0% (1050 comparable advisers, 97.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,050)97% percentile6.0 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 66.0 to 102.0 (+55.0%) between the annual amendments of 2025-04-22 and 2026-04-10; the peer median change was +4.0% (1050 comparable advisers, 97.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,050)97% percentile5.1 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 11.0 to 17.0 (+55.0%) between the annual amendments of 2025-02-14 and 2026-04-10; the peer median change was 0.0% (999 comparable advisers, 96.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (999)96% percentile4.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $414,086,497 to $199,514,529 (-52.0%) between the annual amendments of 2025-04-03 and 2026-04-10; the peer median change was +15.0% (4546 comparable advisers, 1.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (4,546)0.5% percentile6.6 robust deviationsconfidence 0.85
- private-client share fell 15 points or more while institutional share rose 15 points or more. RAUM $565,377,646 to $1,642,992,371, advisors 12 to 12, private clients 2364 to 2734, offices 11 to 15 (2025-04-22 to 2026-04-10)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- RAUM (Item 5.F) moved from $220,000,000 to $370,000,000 (+68.0%) between the annual amendments of 2025-04-14 and 2026-04-10; the peer median change was +4.0% (1140 comparable advisers, 94.0th percentile of changes)filing Apr 10, 2026peers: asset managers, $100M to $500M (1,140)94% percentile2.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $614,050,256 to $1,108,279,134 (+80.0%) between the annual amendments of 2025-02-14 and 2026-04-10; the peer median change was +17.0% (1298 comparable advisers, 96.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,298)96% percentile6.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $890,408,924 to $1,447,040,552 (+63.0%) between the annual amendments of 2025-03-31 and 2026-04-10; the peer median change was +17.0% (1298 comparable advisers, 95.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $1B to $5B (1,298)95% percentile4.7 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 2025-04-28 and 2026-04-10; the peer median change was 0.0% (49 comparable advisers, 96.0th percentile of changes)filing Apr 10, 2026peers: other advisers, $5B to $20B (49)96% percentile7.1 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 $436,000,000 to $428,000,000, advisors 2 to 2, private clients 873 to 525, offices 1 to 1 (2025-04-23 to 2026-04-10)filing Apr 10, 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 $389,130,559 to $372,273,451, advisors 53 to 55, private clients 1889 to 1368, offices 79 to 80 (2025-04-04 to 2026-04-10)filing Apr 10, 2026peers: affiliated wealth managers (187)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 $791,454,982 to $956,780,912, advisors 3 to 3, private clients 144 to 100, offices 0 to 0 (2025-03-26 to 2026-04-10)filing Apr 10, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $39,839,757,384 to $54,872,534,714, advisors 350 to 446, private clients 18045 to 29565, offices 65 to 89 (2025-03-31 to 2026-04-10)filing Apr 10, 2026peers: independent wealth managers, $20B and over (84)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 242.0 to 420.0 (+74.0%) between the annual amendments of 2025-03-14 and 2026-04-10; the peer median change was +3.0% (3308 comparable advisers, 98.0th percentile of changes)filing Apr 10, 2026peers: independent wealth managers, $100M to $500M (3,308)98% percentile8.3 robust deviationsconfidence 0.85
- B••••• P••••• A••••••• joined Schedule A on the filing of 2026-08-31; advisors 350.0 to 446.0 between the annual amendments of 2025-03-31 and 2026-04-10filing Apr 10, 2026peers: independent wealth managers, $20B and over (84)confidence 0.75
- RAUM (Item 5.F) moved from $100,324,625 to $230,133,537 (+129.0%) between the annual amendments of 2025-03-31 and 2026-04-09; the peer median change was +4.0% (1140 comparable advisers, 98.0th percentile of changes)filing Apr 9, 2026peers: asset managers, $100M to $500M (1,140)98% percentile5.3 robust deviationsconfidence 0.85
- institutional share of RAUM of 28% against a peer median of 0% (1568 comparable advisers, 99.0th percentile, 9.4 robust deviations)filing Apr 9, 2026peers: asset managers, $100M to $500M (1,568)99% percentile9.4 robust deviationsconfidence 0.8
- discretionary share of RAUM moved from 2.0% to 100.0% between the annual amendments of 2025-04-24 and 2026-04-09filing Apr 9, 2026peers: other advisers, under $100M (660)confidence 0.85
- discretionary share of RAUM moved from 84.0% to 48.0% between the annual amendments of 2025-03-13 and 2026-04-09filing Apr 9, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 99.0% to 17.0% between the annual amendments of 2025-04-24 and 2026-04-09filing Apr 9, 2026peers: other advisers, under $100M (660)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 Apr 9, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- private-client share of RAUM moved from 99.0% to 18.0% between the annual amendments of 2025-04-24 and 2026-04-09filing Apr 9, 2026peers: other advisers, under $100M (660)confidence 0.85
- HNW share of RAUM moved from 93.0% to 4.0% between the annual amendments of 2025-04-25 and 2026-04-09filing Apr 9, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 100.0% to 45.0% between the annual amendments of 2025-03-20 and 2026-04-09filing Apr 9, 2026peers: other advisers, under $100M (660)confidence 0.85
- discretionary share of RAUM moved from 100.0% to 0.0% between the annual amendments of 2025-03-18 and 2026-04-09filing Apr 9, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $105,928,806 to $337,266,388 (+218.0%) between the annual amendments of 2025-03-31 and 2026-04-09; the peer median change was +15.0% (4546 comparable advisers, 100.0th percentile of changes)filing Apr 9, 2026peers: independent wealth managers, $100M to $500M (4,546)100% percentile19.9 robust deviationsconfidence 0.85
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.