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
- J. SAFRA ASSET MANAGEMENT CORPORATIONindependent RIARAUM $6.3Badvisor count surgeChange between filingsadvisory representatives (Item 5.B.3) moved from 6.0 to 9.0 (+50.0%) between the annual amendments of 2025-04-03 and 2026-03-31; the peer median change was +6.0% (220 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (220)92% percentile3.6 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 145.0 to 236.0 (+63.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +7.0% (49 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers, $20B and over (49)100% percentile4.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $64,985,533 to $107,686,977 (+66.0%) between the annual amendments of 2025-01-30 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)97% percentile4.9 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 5.0 to 8.0 (+60.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (965 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (965)98% percentile3.6 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 35.0 to 63.0 (+80.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +6.0% (220 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (220)95% percentile6.1 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 $191,000,000 to $216,000,000, advisors 4 to 2, private clients 277 to 153, offices 0 to 0 (2025-03-31 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 $273,053,474 to $534,120,550 (+96.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +16.0% (1382 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,382)98% percentile8.5 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 44.0 to 75.0 (+70.0%) between the annual amendments of 2025-02-28 and 2026-03-31; the peer median change was +6.0% (220 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (220)94% percentile5.3 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 $253,237,003 to $210,405,970, advisors 6 to 5, private clients 310 to 191, offices 2 to 1 (2025-03-26 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- advisory representatives (Item 5.B.3) moved from 6.0 to 9.0 (+50.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was 0.0% (9 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $500M to $1B (9)100% percentileconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 5.0 to 8.0 (+60.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was 0.0% (965 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (965)98% percentile3.6 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 6.0 to 10.0 (+67.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (965 comparable advisers, 99.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (965)99% percentile4.0 robust deviationsconfidence 0.85
- LAIRD NORTON WETHERBY TRUST joined Schedule A on the filing of 2026-03-31; advisors 34.0 to 58.0 between the annual amendments of 2025-04-01 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)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 $698,759,657 to $977,614,793, advisors 6 to 9, private clients 1064 to 90, offices 0 to 3 (2025-04-30 to 2026-03-31)filing Mar 31, 2026peers: other advisers, $500M to $1B (95)confidence 0.75
- advisory representatives (Item 5.B.3) moved from 30.0 to 50.0 (+67.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +6.0% (220 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (220)94% percentile5.0 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 18.0 to 34.0 (+89.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +6.0% (220 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (220)97% percentile6.9 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 25.0 to 41.0 (+64.0%) between the annual amendments of 2025-03-21 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% percentile5.2 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 2,096.0 to 3,209.0 (+53.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +7.0% (49 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers, $20B and over (49)98% percentile3.9 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 154.0 to 63.0 (-59.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (37 comparable advisers, 6.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (37)5.6% percentile4.4 robust deviationsconfidence 0.85
- D••••• E•••• A•••• M••••••••• L••independent RIARAUM $27.1Mclient count collapseChange between filingsindividual and HNW clients (Item 5.D) moved from 219.0 to 40.0 (-82.0%) between the annual amendments of 2025-01-31 and 2026-03-31; the peer median change was 0.0% (117 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (117)1.7% percentile7.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $5,720,668,000 to $1,930,816,000 (-66.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)0.4% percentile3.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $3,848,584,000 to $1,714,566,000 (-55.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)0.9% percentile2.9 robust deviationsconfidence 0.85
- C••••••• P••••••• I••••••••• A•••••••• L••institutionalRAUM $38Bclient count collapseChange between filingsindividual and HNW clients (Item 5.D) moved from 4,757.0 to 219.0 (-95.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +14.0% (16 comparable advisers, 7.0th percentile of changes)filing Mar 31, 2026peers: I•••••••••, $20B and over (16)6.7% percentile4.3 robust deviationsconfidence 0.85
- M• F•••••••• A•••• M••••••••• I•••independent RIARAUM $1.2Bclient count collapseChange between filingsindividual and HNW clients (Item 5.D) moved from 2,258.0 to 995.0 (-56.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)0.9% percentile8.4 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 801.0 to 123.0 (-85.0%) between the annual amendments of 2025-04-25 and 2026-03-31; the peer median change was 0.0% (37 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (37)2.8% percentile6.3 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 2,350.0 to 1,163.0 (-51.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (1214 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,214)1.5% percentile7.4 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $512,370,000 to $241,141,000 (-53.0%) between the annual amendments of 2025-03-18 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)2.7% percentile2.4 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 371.0 to 117.0 (-68.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (117 comparable advisers, 4.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (117)4.3% percentile6.1 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 79,639.0 to 471.0 (-99.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)0.0% percentile14.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 613.0 to 127.0 (-79.0%) between the annual amendments of 2025-03-24 and 2026-03-31; the peer median change was +5.0% (1214 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,214)0.2% percentile11.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $700,641,708 to $334,730,631 (-52.0%) between the annual amendments of 2025-03-31 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)0.4% percentile6.6 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 1,064.0 to 90.0 (-92.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was +2.0% (13 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $500M to $1B (13)0.0% percentile4.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $183,484,494 to $53,087,330 (-71.0%) between the annual amendments of 2025-03-25 and 2026-03-31; the peer median change was +9.0% (215 comparable advisers, 5.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (215)4.7% percentile4.9 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 1,063.0 to 1,734.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)97% percentile8.1 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 6,652.0 to 11,433.0 (+72.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +6.0% (224 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (224)94% percentile5.7 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 4,042.0 to 6,137.0 (+52.0%) between the annual amendments of 2025-04-16 and 2026-03-31; the peer median change was +14.0% (16 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $20B and over (16)93% percentile1.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 1,476.0 to 2,467.0 (+67.0%) between the annual amendments of 2025-03-07 and 2026-03-31; the peer median change was +5.0% (1214 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,214)98% percentile8.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 2,656.0 to 4,778.0 (+80.0%) between the annual amendments of 2025-02-28 and 2026-03-31; the peer median change was +6.0% (224 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (224)95% percentile6.4 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 157.0 to 285.0 (+82.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)98% percentile10.7 robust deviationsconfidence 0.85
- W•••••• J••••• C•••••• M••••••••• I•••independent RIARAUM $694Mclient count surgeChange between filingsindividual and HNW clients (Item 5.D) moved from 1,153.0 to 1,879.0 (+63.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +5.0% (1214 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,214)98% percentile7.9 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 $720,909,582 to $102,375,746, advisors 2 to 2, private clients 1402 to 125, offices 1 to 1 (2025-02-11 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 3,233.0 to 6,426.0 (+99.0%) between the annual amendments of 2025-04-03 and 2026-03-31; the peer median change was +6.0% (224 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (224)96% percentile8.0 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 $728,473,115 to $747,082,147, advisors 17 to 14, private clients 2479 to 1350, offices 1 to 2 (2025-03-11 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 5,075.0 to 7,988.0 (+57.0%) between the annual amendments of 2025-04-21 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)96% 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 $2,128,783,447 to $1,131,232,881, advisors 30 to 13, private clients 79639 to 471, offices 0 to 12 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- private funds (Schedule D 7.B.1) moved from 6.0 to 10.0 (+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
- 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 $364,000,000 to $411,940,000, advisors 4 to 4, private clients 743 to 473, offices 0 to 0 (2025-03-27 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 44,724.0 to 80,707.0 (+80.0%) between the annual amendments of 2025-03-12 and 2026-03-31; the peer median change was +7.0% (11 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: other advisers, under $100M (11)100% percentile1.6 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 636.0 to 978.0 (+54.0%) between the annual amendments of 2025-01-30 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)97% percentile6.0 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 144.0 to 247.0 (+72.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +6.0% (224 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (224)94% percentile5.7 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 370.0 to 660.0 (+78.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +5.0% (1132 comparable advisers, 98.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,132)98% percentile10.2 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 $1,236,940,085 to $1,988,796,480, advisors 36 to 0, private clients 2414 to 1757, offices 9 to 8 (2025-04-01 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 842.0 to 1,627.0 (+93.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +9.0% (19 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers (19)94% percentile3.0 robust deviationsconfidence 0.85
- D••••• R••••• • S••••• W••••• M•••••••••independent RIARAUM $162Mclients down average size upCombinationprivate 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 $141,908,118 to $162,298,479, advisors 3 to 3, private clients 276 to 140, offices 0 to 1 (2025-04-01 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- private-client share of RAUM moved from 71.0% to 97.0% 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 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 $1,841,154,148 to $2,496,202,761, advisors 107 to 128, private clients 11529 to 8466, offices 66 to 86 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- private-client share of RAUM moved from 91.0% to 66.0% 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
- private-client 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
- RAUM (Item 5.F) moved from $511,026,764 to $124,854,836 (-76.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (161 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $100M to $500M (161)1.9% percentile5.0 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 $785,307,417 to $891,474,518, advisors 22 to 22, private clients 2696 to 1766, offices 16 to 17 (2025-03-27 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
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