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
- 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 $402,413,992 to $473,744,528, advisors 38 to 34, private clients 1624 to 1002, offices 34 to 34 (2025-03-19 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- HNW share of RAUM moved from 64.0% to 37.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $3,149,787,000 to $6,171,217,000 (+96.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 95.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)95% percentile3.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,078,875,903 to $537,404,646 (-50.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)0.7% percentile2.5 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 4.0 to 6.0 (+50.0%) between the annual amendments of 2025-03-28 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
- A•••••• P••••••• M••••••••• L••asset managerRAUM $672Mprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 9.0 to 15.0 (+67.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was 0.0% (489 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (489)96% percentileconfidence 0.85
- RAUM (Item 5.F) moved from $144,750,085 to $230,913,938 (+60.0%) between the annual amendments of 2025-03-21 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% percentile4.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $5,475,476,996 to $9,704,357,086 (+77.0%) between the annual amendments of 2025-03-28 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 $812,185,528 to $1,511,698,537 (+86.0%) between the annual amendments of 2025-03-21 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% percentile3.2 robust deviationsconfidence 0.85
- W••••• G•••• C•••••• P•••••••• L•asset managerRAUM $226Mprivate fund count surgeChange between filingsprivate funds (Schedule D 7.B.1) moved from 6.0 to 9.0 (+50.0%) between the annual amendments of 2025-03-31 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
- RAUM (Item 5.F) moved from $1,042,917,300 to $1,911,327,200 (+83.0%) between the annual amendments of 2025-03-28 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% percentile3.1 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 40.0% to 66.0% between the annual amendments of 2025-03-26 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- RAUM (Item 5.F) moved from $160,519,371,560 to $311,703,264,770 (+94.0%) between the annual amendments of 2025-03-28 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
- HNW share of RAUM moved from 97.0% to 65.0% between the annual amendments of 2025-03-27 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 94.0 to 153.0 (+63.0%) between the annual amendments of 2025-03-28 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% percentile5.0 robust deviationsconfidence 0.85
- private clients per advisor of 244.7 against a peer median of 57.3 (3084 comparable advisers, 98.0th percentile, 5.3 robust deviations)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,084)98% percentile5.3 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $16,087,405,664 to $27,160,891,498 (+69.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +15.0% (470 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (470)94% percentile3.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 110.0 to 178.0 (+62.0%) between the annual amendments of 2025-03-28 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% percentile6.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $2,958,967,207 to $5,112,625,424 (+73.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)91% percentile2.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $507,583,470 to $924,671,440 (+82.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)93% percentile3.1 robust deviationsconfidence 0.85
- L••••• F•••••••• P••••••• A•• W••••• M•••••••••independent RIARAUM $237Maccount count collapseChange between filingsaccounts (Item 5.F.2.f) moved from 628.0 to 197.0 (-69.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)1.0% percentile8.3 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 1,751.0 to 2,809.0 (+60.0%) 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% percentile6.7 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 $115,085,812 to $133,707,136, advisors 2 to 2, private clients 270 to 200, offices 0 to 0 (2025-03-28 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 $3,351,962,319 to $5,970,075,889 (+78.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +9.0% (119 comparable advisers, 97.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $5B to $20B (119)97% percentile4.7 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 $106,831,968 to $97,538,869, advisors 3 to 2, private clients 371 to 117, offices 0 to 0 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, under $100M (707)confidence 0.75
- RAUM (Item 5.F) moved from $4,222,248,243 to $7,503,173,537 (+78.0%) 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% percentile3.1 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 2.0% to 29.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.85
- RAUM (Item 5.F) moved from $259,236,312 to $474,129,404 (+83.0%) between the annual amendments of 2025-01-31 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% percentile3.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $519,398,333 to $1,033,523,877 (+99.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)93% percentile3.8 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 49.0% to 80.0% between the annual amendments of 2025-04-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- HNW share of RAUM moved from 35.0% to 8.0% between the annual amendments of 2025-04-30 and 2026-03-31filing Mar 31, 2026peers: other advisers, $500M to $1B (95)confidence 0.85
- B•••••••• F•••••••• A••••••• G••••• L••independent RIARAUM $333MHNW share shiftChange between filingsHNW share of RAUM moved from 8.0% to 35.0% between the annual amendments of 2025-03-24 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $22,743,686,120 to $36,655,346,441 (+61.0%) between the annual amendments of 2025-04-17 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
- institutional share fell 15 points or more while private-client share rose 15 points or more. RAUM $116,022,167 to $158,362,396, advisors 4 to 4, private clients 125 to 209, offices 1 to 1 (2025-03-31 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- HNW share of RAUM moved from 31.0% to 64.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.85
- HNW 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
- RAUM (Item 5.F) moved from $3,001,571,260 to $5,393,224,591 (+80.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)93% percentile3.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $200,000,000 to $345,000,000 (+73.0%) between the annual amendments of 2025-03-27 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% percentile2.9 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 50.0 to 23.0 (-54.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (50 comparable advisers, 2.0th percentile of changes); IAPD lists 0 advisers registered here todayfiling Mar 31, 2026peers: asset managers, $20B and over (50)2.0% percentile6.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 233.0 to 48.0 (-79.0%) between the annual amendments of 2025-03-24 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)0.4% percentile9.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $288,038,866 to $488,905,268 (+70.0%) between the annual amendments of 2025-03-28 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% percentile2.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $191,910,057 to $290,882,341 (+52.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)91% percentile2.0 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 2025-04-08 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
- HNW share of RAUM moved from 66.0% to 39.0% between the annual amendments of 2025-03-13 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $81,061,964 to $135,700,708 (+67.0%) 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
- RAUM (Item 5.F) moved from $309,214,656 to $485,479,513 (+57.0%) between the annual amendments of 2025-03-31 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% percentile2.2 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,319,582,033 to $2,606,117,249 (+97.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)93% percentile3.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,466,152,130 to $2,821,372,428 (+92.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)93% percentile3.5 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 $4,056,070,675 to $4,258,083,129, advisors 12 to 13, private clients 13015 to 10219, offices 0 to 1 (2025-04-28 to 2026-03-31)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- RAUM (Item 5.F) moved from $1,162,948,499 to $2,176,274,072 (+87.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +11.0% (1364 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,364)93% percentile3.2 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $9,301,984,860 to $15,224,527,279 (+64.0%) between the annual amendments of 2025-04-03 and 2026-03-31; the peer median change was +18.0% (271 comparable advisers, 93.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (271)93% percentile3.0 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,909,575,745 to $3,286,979,263 (+72.0%) between the annual amendments of 2025-04-29 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
- RAUM (Item 5.F) moved from $3,504,223,387 to $242,234,196 (-93.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)0.4% percentile4.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $214,853,890 to $27,133,847 (-87.0%) between the annual amendments of 2025-01-31 and 2026-03-31; the peer median change was +9.0% (215 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, under $100M (215)3.3% percentile5.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,585,778,631 to $2,831,762,434 (+79.0%) between the annual amendments of 2025-03-04 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% percentile2.9 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $21,045,433,296 to $33,368,169,339 (+59.0%) 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% percentile2.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $217,668,178 to $346,401,658 (+59.0%) between the annual amendments of 2025-03-28 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% percentile4.3 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 83.0% to 57.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: other advisers, $20B and over (120)confidence 0.85
- RAUM (Item 5.F) moved from $3,217,545,168 to $5,475,543,897 (+70.0%) between the annual amendments of 2025-03-25 and 2026-03-31; the peer median change was +13.0% (632 comparable advisers, 90.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (632)90% percentile2.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $152,413,793 to $293,883,337 (+93.0%) between the annual amendments of 2025-04-21 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 96.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)96% percentile3.7 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.