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Next filing · Form 10-Q · Q2 2026 · 53 days
Next filing · Form 10-Q · Q2 2026 · 53 daysFactor Research · Part 2 published: risk structure in 13F filings across five allocator stylesAPI Update · AOM portfolio chains — single snapshot call for multi-step analyze flowsAPI Update · POST /api/snapshot — canonical JSON portfolio snapshotPart 3 · The One Manager Skill That PersistsPart 1 · One Position, Four BetsNext filing · Form 10-Q · Q2 2026 · 53 daysFactor Research · Part 2 published: risk structure in 13F filings across five allocator stylesAPI Update · AOM portfolio chains — single snapshot call for multi-step analyze flowsAPI Update · POST /api/snapshot — canonical JSON portfolio snapshotPart 3 · The One Manager Skill That PersistsPart 1 · One Position, Four Bets
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PublishedOpen for commentsQ1 2026 · top-AUM cohort (~313 CIKs)

RiskModels Quarterly Funds Report — Q1 2026

Top cohort holdings refresh, factor decomposition, and residual winners for the March 2026 reporting window

Conrad Gann · Blue Water Macro · Draft · June 2026


Data freshness note (preview disclosure). Holdings through 2026-03-31 for the top-AUM research cohort (~313 management complexes, 302 fund series) were sourced from the EDGAR N-PORT preview lane (aligned_preview/) merged into production ds_ph.zarr with FUNDS_DAG_USE_PREVIEW=true on 2026-06-03. Canonical SEC bulk ingest for Q1 2026 reporting month-ends will arrive in 2026q2_nport.zip (~July 2026); the BIT partition 2026q1 run ingested 2026q1_nport.zip (filing-quarter Q1 2026 = mostly Q4 2025 reports). Preview figures in this draft should be re-validated against canonical bulk when 2026q2_nport.zip lands. SSOT: docs/nport_preview_pipeline_spec.md §6 Q6.

Coverage at cutover (2026-06-03): 302 preview-aligned series; 170/302 (56%) with at least one teo ≥ 2026-03-31 in preview storage; 299/17,200 funds in funds_latest.json with report_date ≥ 2026-03-31 after zarr rebuild + sync. Parity gate at cohort scale: 30/50 funds within §4.2 tolerance (below 95% threshold); quarter reconcile 2026q1 76.1% on compared teos (20 incomplete_preview structural gaps). Cutover proceeded for research cohort with documented gate exceptions.


1. The quarter at a glance

[Placeholder — populate after manager-profile refresh on BIT anchor 2026-06-02]

  • Cohort: top-AUM mutual funds (deduped by CIK from fund_master.db, NPORT_PREVIEW_COHORT_SIZE=1000 → 313 CIKs / 302 series in preview lane).
  • Reporting anchor: 2026-03-31 month-end (Q1 2026 N-PORT reporting quarter).
  • Preview ingest: EDGAR Atom backfill 2026-06-03; daily schedule nport_preview_daily enabled post-cutover.

2. Top 5 ERM3-AUM funds — what happened this quarter

[Verify rank at anchor: AGTHX, FCNTX, FXAIX, VTSAX, VFIAX — note flagship tickers outside preview cohort may still show 2026-01-31 until bulk catch-up]

For each fund: L1/L2/L3/residual cascade for Q1 2026; top residual contributors/detractors; sector tilts.


3. Top 5 fund companies (by aggregated ERM3-AUM)

[Requires fund_family_aggregation — H.51 Phase 0 manual / spec in docs/fund_family_aggregation_spec.md]


4. Winners and losers — 1Q and TTM windows

Top/bottom 10 by gross and residual return; recognizability filter for allocator-facing names.


5. New bets — the next NVDA or SMPH story

Reverse-cascade from outsize residual contributors to funds with recent weight increases.


6. Market-neutral hedged Sharpe — the 5 largest funds

Rolling 12-month Sharpe of L1+L2+L3-hedged residual returns. (Monthly update cadence per H.52; first monthly refresh target 2026-06-05.)


7. Methodology & coverage

ItemValue
Cohort definitionTop-AUM mutual funds, CIK-deduped from fund_master.db
N-PORT anchorBIT date 2026-06-02 (Q1 2026 reporting quarter)
Holdings source (Mar 2026)EDGAR preview merge (FUNDS_DAG_USE_PREVIEW=true)
Canonical bulk catch-up2026q2_nport.zip expected ~July 2026
Preview reconciliation2026q1: 51/67 compared teos within tolerance (excl. incomplete_preview)
Time-safetyscripts/time_safety_audit.py (H.56 L1)

Draft generated 2026-06-03 as part of Q1 2026 N-PORT preview cutover. Not for external distribution until canonical bulk reconciliation and prose pass.

Download PDFPublication-quality, formatted for offline reading.
Cite this· 2026

BibTeX for reference managers. Markdown for notes, blogs, or internal memos.

Data as of 2026-03-31. All figures derived from the RiskModels cascade via the API.

Subscribe to the Quarterly Attribution Review.

Research notes on risk decomposition, fund attribution, 13F filings, and benchmark structure — a few times a quarter.

By registering, you agree to receive technical factor research and API deployment logs. RM-Registry-2026. Privacy Policy.

RiskModels ecosystem

Research here. Reproduce through the API. Operate in the web app.

RiskModels.org stays the credibility layer: methodology, proof, and exhibits. Product links are kept contextual so the research remains the primary object.

Research

RiskModels.org

Methodology, article series, and public exhibits for institutional review.

Read the research

API

riskmodels.app

REST API, SDKs, CLI, and MCP-ready endpoints for reproducible decomposition calls.

Open API docs

Workspace

riskmodels.net

Web application surface for portfolio workflows, dashboards, and authenticated product use.

Open web app
Technical one-pagerDownload PDF

RiskModels.org

A research surface for hierarchical orthogonal decomposition, variance attribution, and allocator-grade risk measurement. Operational APIs and developer workflows live at riskmodels.app.

Subscribe to the Quarterly Attribution Review.

Research notes on risk decomposition, fund attribution, 13F filings, and benchmark structure — a few times a quarter.

By registering, you agree to receive technical factor research and API deployment logs. RM-Registry-2026. Privacy Policy.

Sign inHomePrimerWorkspaceResearchKnowledgeConceptsReviewsLedgerReferencesAboutSubscribeMethodology noteOne-pagerAPI docsWeb appContactPrivacyStatusRSS
RiskModelsResearch/Workspace/API
Skip to content
Research
KnowledgeVisuals
PricingRun a snapshotGet a free API key
Updates
Next filing · Form 10-Q · Q2 2026 · 53 days
Next filing · Form 10-Q · Q2 2026 · 53 daysFactor Research · Part 2 published: risk structure in 13F filings across five allocator stylesAPI Update · AOM portfolio chains — single snapshot call for multi-step analyze flowsAPI Update · POST /api/snapshot — canonical JSON portfolio snapshotPart 3 · The One Manager Skill That PersistsPart 1 · One Position, Four BetsNext filing · Form 10-Q · Q2 2026 · 53 daysFactor Research · Part 2 published: risk structure in 13F filings across five allocator stylesAPI Update · AOM portfolio chains — single snapshot call for multi-step analyze flowsAPI Update · POST /api/snapshot — canonical JSON portfolio snapshotPart 3 · The One Manager Skill That PersistsPart 1 · One Position, Four Bets
Ledger
← Research
PublishedOpen for commentsQ1 2026 · top-AUM cohort (~313 CIKs)

RiskModels Quarterly Funds Report — Q1 2026

Top cohort holdings refresh, factor decomposition, and residual winners for the March 2026 reporting window

Conrad Gann · Blue Water Macro · Draft · June 2026


Data freshness note (preview disclosure). Holdings through 2026-03-31 for the top-AUM research cohort (~313 management complexes, 302 fund series) were sourced from the EDGAR N-PORT preview lane (aligned_preview/) merged into production ds_ph.zarr with FUNDS_DAG_USE_PREVIEW=true on 2026-06-03. Canonical SEC bulk ingest for Q1 2026 reporting month-ends will arrive in 2026q2_nport.zip (~July 2026); the BIT partition 2026q1 run ingested 2026q1_nport.zip (filing-quarter Q1 2026 = mostly Q4 2025 reports). Preview figures in this draft should be re-validated against canonical bulk when 2026q2_nport.zip lands. SSOT: docs/nport_preview_pipeline_spec.md §6 Q6.

Coverage at cutover (2026-06-03): 302 preview-aligned series; 170/302 (56%) with at least one teo ≥ 2026-03-31 in preview storage; 299/17,200 funds in funds_latest.json with report_date ≥ 2026-03-31 after zarr rebuild + sync. Parity gate at cohort scale: 30/50 funds within §4.2 tolerance (below 95% threshold); quarter reconcile 2026q1 76.1% on compared teos (20 incomplete_preview structural gaps). Cutover proceeded for research cohort with documented gate exceptions.


1. The quarter at a glance

[Placeholder — populate after manager-profile refresh on BIT anchor 2026-06-02]

  • Cohort: top-AUM mutual funds (deduped by CIK from fund_master.db, NPORT_PREVIEW_COHORT_SIZE=1000 → 313 CIKs / 302 series in preview lane).
  • Reporting anchor: 2026-03-31 month-end (Q1 2026 N-PORT reporting quarter).
  • Preview ingest: EDGAR Atom backfill 2026-06-03; daily schedule nport_preview_daily enabled post-cutover.

2. Top 5 ERM3-AUM funds — what happened this quarter

[Verify rank at anchor: AGTHX, FCNTX, FXAIX, VTSAX, VFIAX — note flagship tickers outside preview cohort may still show 2026-01-31 until bulk catch-up]

For each fund: L1/L2/L3/residual cascade for Q1 2026; top residual contributors/detractors; sector tilts.


3. Top 5 fund companies (by aggregated ERM3-AUM)

[Requires fund_family_aggregation — H.51 Phase 0 manual / spec in docs/fund_family_aggregation_spec.md]


4. Winners and losers — 1Q and TTM windows

Top/bottom 10 by gross and residual return; recognizability filter for allocator-facing names.


5. New bets — the next NVDA or SMPH story

Reverse-cascade from outsize residual contributors to funds with recent weight increases.


6. Market-neutral hedged Sharpe — the 5 largest funds

Rolling 12-month Sharpe of L1+L2+L3-hedged residual returns. (Monthly update cadence per H.52; first monthly refresh target 2026-06-05.)


7. Methodology & coverage

ItemValue
Cohort definitionTop-AUM mutual funds, CIK-deduped from fund_master.db
N-PORT anchorBIT date 2026-06-02 (Q1 2026 reporting quarter)
Holdings source (Mar 2026)EDGAR preview merge (FUNDS_DAG_USE_PREVIEW=true)
Canonical bulk catch-up2026q2_nport.zip expected ~July 2026
Preview reconciliation2026q1: 51/67 compared teos within tolerance (excl. incomplete_preview)
Time-safetyscripts/time_safety_audit.py (H.56 L1)

Draft generated 2026-06-03 as part of Q1 2026 N-PORT preview cutover. Not for external distribution until canonical bulk reconciliation and prose pass.

Download PDFPublication-quality, formatted for offline reading.
Cite this· 2026

BibTeX for reference managers. Markdown for notes, blogs, or internal memos.

Data as of 2026-03-31. All figures derived from the RiskModels cascade via the API.

Subscribe to the Quarterly Attribution Review.

Research notes on risk decomposition, fund attribution, 13F filings, and benchmark structure — a few times a quarter.

By registering, you agree to receive technical factor research and API deployment logs. RM-Registry-2026. Privacy Policy.

RiskModels ecosystem

Research here. Reproduce through the API. Operate in the web app.

RiskModels.org stays the credibility layer: methodology, proof, and exhibits. Product links are kept contextual so the research remains the primary object.

Research

RiskModels.org

Methodology, article series, and public exhibits for institutional review.

Read the research

API

riskmodels.app

REST API, SDKs, CLI, and MCP-ready endpoints for reproducible decomposition calls.

Open API docs

Workspace

riskmodels.net

Web application surface for portfolio workflows, dashboards, and authenticated product use.

Open web app
Technical one-pagerDownload PDF

RiskModels.org

A research surface for hierarchical orthogonal decomposition, variance attribution, and allocator-grade risk measurement. Operational APIs and developer workflows live at riskmodels.app.

Subscribe to the Quarterly Attribution Review.

Research notes on risk decomposition, fund attribution, 13F filings, and benchmark structure — a few times a quarter.

By registering, you agree to receive technical factor research and API deployment logs. RM-Registry-2026. Privacy Policy.

Sign inHomePrimerWorkspaceResearchKnowledgeConceptsReviewsLedgerReferencesAboutSubscribeMethodology noteOne-pagerAPI docsWeb appContactPrivacyStatusRSS
RiskModelsResearch/Workspace/API