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

DRCT · Dec 31, 2024

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

Filing0001628280-25-015290General Corporate
Debt relative to revenue36thOwn-history percentile · N=11
Evidence method

Level · gp.fundamentals.debt_to_revenue

56.68% · OPTIONAL · VALID

Operating cash generation18thOwn-history percentile · N=11
Evidence method

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

-13.88% · OPTIONAL · VALID

Revenue growthRAWCurrent state valid · history insufficient
Evidence method

Yoy · gp.fundamentals.revenue

-60.35% · CORE · NOT_ENOUGH_HISTORY

Gross margin36thOwn-history percentile · N=11
Evidence method

Level · gp.fundamentals.gross_margin

27.92% · CORE · VALID

Operating margin9thOwn-history percentile · N=11
Evidence method

Level · gp.fundamentals.operating_margin

-21.24% · CORE · VALID

SBC intensity100thOwn-history percentile · N=9
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

2.49% · 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 Increased
Previous
1.65%
Current
56.68%
Delta
55.02%
Cash Generation Decreased
Previous
33.23%
Current
-13.88%
Delta
-47.12%
Growth Increased
Previous
-84.74%
Current
-60.35%
Delta
24.39%
Margin Decreased
Previous
38.72%
Current
27.92%
Delta
-10.80%
Profitability Increased
Previous
-40.31%
Current
-21.24%
Delta
19.06%
Sbc Intensity Increased
Previous
1.64%
Current
2.49%
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.