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 fell 15 points or more while private-client share rose 15 points or more. RAUM $4,078,516,284 to $3,206,330,654, advisors 222 to 222, private clients 3537 to 4368, offices 105 to 105 (2025-03-28 to 2026-03-31)filing Mar 31, 2026peers: affiliated wealth managers, $1B to $5B (56)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $165,157,385 to $271,544,841, advisors 2 to 2, private clients 0 to 185, offices 0 to 0 (2025-03-30 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $1,113,838,194 to $167,124,586, advisors 7 to 6, private clients 232 to 241, offices 1 to 1 (2025-03-03 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $276,710,783 to $345,141,149, advisors 3 to 6, private clients 25 to 63, 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
- filing Mar 31, 2026peers: independent wealth managers, under $100M (707)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $1,028,227,723 to $494,923,468, advisors 11 to 3, private clients 791 to 566, offices 4 to 2 (2025-03-26 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- M••••••• V••••••• I••••••••• A•••••••• L••independent RIARAUM $343Minstitutional to wealth shiftCombinationinstitutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $280,709,177 to $342,913,476, advisors 5 to 4, private clients 376 to 336, offices 1 to 1 (2025-03-10 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- accounts (Item 5.F.2.f) moved from 23,777.0 to 9,833.0 (-59.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +13.0% (50 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers, $20B and over (50)0.0% percentile5.4 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,644.0 to 681.0 (-59.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (35 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: institutional managers, $20B and over (35)2.9% percentile4.7 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 4,800.0 to 1,875.0 (-61.0%) between the annual amendments of 2025-04-28 and 2026-03-31; the peer median change was +7.0% (76 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $20B and over (76)1.3% percentile5.3 robust deviationsconfidence 0.85
- D••••• E•••• A•••• M••••••••• L••independent RIARAUM $27.1Maccount count collapseChange between filingsaccounts (Item 5.F.2.f) moved from 266.0 to 71.0 (-73.0%) between the annual amendments of 2025-01-31 and 2026-03-31; the peer median change was +2.0% (132 comparable advisers, 4.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (132)3.8% percentile3.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 179.0 to 296.0 (+65.0%) between the annual amendments of 2025-03-28 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% percentile6.3 robust deviationsconfidence 0.85
- C••••••• P••••••• I••••••••• A•••••••• L••institutionalRAUM $38Baccount count collapseChange between filingsaccounts (Item 5.F.2.f) moved from 13,295.0 to 1,301.0 (-90.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (35 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: I•••••••••, $20B and over (35)0.0% percentile7.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,860.0 to 291.0 (-84.0%) between the annual amendments of 2025-03-14 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)0.5% percentile10.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $11,575,060,894 to $5,381,022,632 (-54.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)0.2% percentile3.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,795.0 to 347.0 (-81.0%) between the annual amendments of 2025-04-25 and 2026-03-31; the peer median change was +1.0% (56 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (56)1.8% percentile6.4 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 3,347.0 to 1,522.0 (-55.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +6.0% (1254 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,254)1.8% percentile7.4 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 $1,201,236,328 to $1,431,219,990, advisors 12 to 11, private clients 583 to 318, offices 12 to 12 (2025-03-25 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- accounts (Item 5.F.2.f) moved from 379.0 to 124.0 (-67.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +2.0% (132 comparable advisers, 7.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (132)6.9% percentile3.6 robust deviationsconfidence 0.85
- C•• C••••• P••••••• U••• C•• M••••••••• L••asset managerRAUM $2.3BRAUM down 50 %Change between filingsRAUM (Item 5.F) moved from $4,920,513,053 to $2,333,583,223 (-53.0%) between the annual amendments of 2025-03-28 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)1.1% percentile2.7 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 79,647.0 to 474.0 (-99.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)0.0% percentile12.6 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $3,052,882,622 to $1,059,191,006 (-65.0%) between the annual amendments of 2025-04-30 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)0.5% percentile3.3 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 3,315.0 to 1,097.0 (-67.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was +6.0% (1254 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,254)0.7% percentile9.0 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 2,502.0 to 1,199.0 (-52.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)1.7% percentile6.9 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 2,156.0 to 1.0 (-100.0%) between the annual amendments of 2025-03-05 and 2026-03-31; the peer median change was +4.0% (21 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (21)0.0% percentile5.4 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 949.0 to 1,559.0 (+64.0%) between the annual amendments of 2025-03-24 and 2026-03-31; the peer median change was +2.0% (60 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $20B and over (60)97% percentile5.0 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 3,797.0 to 6,041.0 (+59.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)91% percentile3.9 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 11,979.0 to 18,868.0 (+58.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 90.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)90% percentile3.8 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 391.0 to 723.0 (+85.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +3.0% (110 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (110)97% percentile6.0 robust deviationsconfidence 0.85
- filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $580,106,131 to $443,547,941, advisors 6 to 6, private clients 630 to 640, offices 2 to 2 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- G••••••••• P••••••• I••••••••• M••••••••• L••otherRAUM $241Baccount count surgeChange between filingsaccounts (Item 5.F.2.f) moved from 232.0 to 440.0 (+90.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +2.0% (60 comparable advisers, 100.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $20B and over (60)100% percentile7.0 robust deviationsconfidence 0.85
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $186,018,371 to $176,696,639, advisors 3 to 3, private clients 88 to 104, offices 0 to 0 (2025-03-26 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- accounts (Item 5.F.2.f) moved from 369.0 to 690.0 (+87.0%) between the annual amendments of 2025-03-25 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)94% percentile6.1 robust deviationsconfidence 0.85
- filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- accounts (Item 5.F.2.f) moved from 1,493.0 to 2,484.0 (+66.0%) between the annual amendments of 2025-03-07 and 2026-03-31; the peer median change was +6.0% (1254 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,254)96% percentile7.5 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 12,834.0 to 24,014.0 (+87.0%) between the annual amendments of 2025-02-28 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)95% percentile6.1 robust deviationsconfidence 0.85
- filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- W•••••• J••••• C•••••• M••••••••• I•••independent RIARAUM $694Maccount count surgeChange between filingsaccounts (Item 5.F.2.f) 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 +6.0% (1254 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,254)96% percentile7.0 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 209.0 to 411.0 (+97.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was -2.0% (33 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (33)94% percentile2.6 robust deviationsconfidence 0.85
- K•••••• F•••••••• A••••••• S•••••••independent RIARAUM $1.5Binstitutional to wealth shiftCombinationfiling Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $2,153,349,029 to $5,832,937,576, advisors 18 to 34, private clients 144 to 247, offices 3 to 5 (2025-03-27 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $3,470,310,102 to $6,665,601,942, advisors 30 to 50, private clients 9453 to 22790, offices 9 to 16 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- accounts (Item 5.F.2.f) moved from 12,836.0 to 23,756.0 (+85.0%) between the annual amendments of 2025-04-03 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)94% percentile5.9 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 377.0 to 623.0 (+65.0%) between the annual amendments of 2025-04-22 and 2026-03-31; the peer median change was +6.0% (1254 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,254)96% percentile7.3 robust deviationsconfidence 0.85
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $1,295,318,161 to $5,001,044,474, advisors 52 to 133, private clients 1173 to 4552, offices 39 to 126 (2025-04-08 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- accounts (Item 5.F.2.f) moved from 10,237.0 to 16,058.0 (+57.0%) between the annual amendments of 2025-04-21 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)93% percentile6.0 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 263.0 to 462.0 (+76.0%) between the annual amendments of 2025-03-20 and 2026-03-31; the peer median change was +11.0% (14 comparable advisers, 92.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $100M to $500M (14)92% percentile3.7 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 9,421.0 to 16,262.0 (+73.0%) between the annual amendments of 2025-04-14 and 2026-03-31; the peer median change was -2.0% (33 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (33)91% percentile2.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $225,172,891 to $359,554,552 (+60.0%) between the annual amendments of 2025-04-07 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)93% percentile2.3 robust deviationsconfidence 0.85
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $6,596,242,797 to $12,185,185,517, advisors 44 to 75, private clients 2656 to 4778, offices 10 to 18 (2025-02-28 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $16,130,190,961 to $29,781,065,619, advisors 152 to 192, private clients 9685 to 12923, offices 38 to 48 (2025-04-04 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $20B and over (84)confidence 0.75
- accounts (Item 5.F.2.f) moved from 1,572.0 to 2,755.0 (+75.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)95% percentile8.2 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 880.0 to 1,731.0 (+97.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +8.0% (253 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (253)95% percentile6.8 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 403.0 to 792.0 (+97.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +6.0% (1206 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,206)95% percentile10.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $723,038,061 to $1,324,089,165 (+83.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +17.0% (1298 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,298)97% percentile6.8 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 850.0 to 1,627.0 (+91.0%) between the annual amendments of 2025-03-21 and 2026-03-31; the peer median change was +6.0% (20 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: affiliated wealth managers (20)95% percentile1.7 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 34.0 to 58.0 (+71.0%) between the annual amendments of 2025-04-01 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% 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 $461,989,873 to $892,375,643, advisors 0 to 1, private clients 132559 to 103270, offices 1 to 1 (2025-04-29 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
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