GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / FUNDAMENTAL STATE / POINT IN TIME

DRCT · Sep 30, 2025

Direct Digital Holdings, Inc.. A multidimensional configuration derived from the filing available at this observation—never a composite score or recommendation.

STATE CAPABILITYLEVEL 3[email protected]
Inspectable configuration

State dimensions

Filing0001880613-25-000134General Corporate
Debt relative to revenue64thOwn-history percentile · N=14
Evidence method

Level · gp.fundamentals.debt_to_revenue

135.48% · OPTIONAL · VALID

Operating cash generation21thOwn-history percentile · N=14
Evidence method

Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue

-20.52% · OPTIONAL · VALID

Revenue growth50thOwn-history percentile · N=10
Evidence method

Yoy · gp.fundamentals.revenue

-12.02% · CORE · VALID

Gross margin29thOwn-history percentile · N=14
Evidence method

Level · gp.fundamentals.gross_margin

27.73% · CORE · VALID

Operating margin0thOwn-history percentile · N=14
Evidence method

Level · gp.fundamentals.operating_margin

-48.99% · CORE · VALID

SBC intensity100thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

4.68% · OPTIONAL · VALID

As-filed lineage

Fundamental state history

Each observation is tied to the filing and facts available at that report date. Amendments remain separate.

History18 statesSelf-history eligible
Period transition

What moved in the state?

Balance Sheet Leverage Decreased
Previous
330.34%
Current
135.48%
Delta
-194.86%
Cash Generation Increased
Previous
-26.52%
Current
-20.52%
Delta
6.00%
Growth Increased
Previous
-53.59%
Current
-12.02%
Delta
41.56%
Margin Decreased
Previous
35.10%
Current
27.73%
Delta
-7.37%
Profitability Decreased
Previous
-23.92%
Current
-48.99%
Delta
-25.07%
Sbc Intensity Increased
Previous
3.83%
Current
4.68%
Delta
0.85%
Self-history only

Previous similar states

Similarity compares compatible valid dimensions from this issuer's own point-in-time history. No market-return claim is attached.

Not enough compatible prior states for a transparent self-history match.
Research Graph

Related governed research

Method Percentiles and historical matches use only observations available at each point in time. Missing dimensions remain missing. Public price outcomes and cross-market analogues are deliberately absent.