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

DRCT · Dec 31, 2022

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

Filing0001558370-23-006073General Corporate
Debt relative to revenueRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.debt_to_revenue

25.81% · OPTIONAL · NOT_ENOUGH_HISTORY

Operating cash generationRAWCurrent state valid · history insufficient
Evidence method

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

2.38% · OPTIONAL · NOT_ENOUGH_HISTORY

Gross marginRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.gross_margin

32.81% · CORE · NOT_ENOUGH_HISTORY

Operating marginRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.operating_margin

8.93% · CORE · NOT_ENOUGH_HISTORY

SBC intensityRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

0.17% · OPTIONAL · NOT_ENOUGH_HISTORY

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
88.87%
Current
25.81%
Delta
-63.06%
Cash Generation Decreased
Previous
12.80%
Current
2.38%
Delta
-10.42%
Margin Increased
Previous
28.71%
Current
32.81%
Delta
4.10%
Profitability Increased
Previous
7.10%
Current
8.93%
Delta
1.83%
Sbc Intensity Decreased
Previous
0.27%
Current
0.17%
Delta
-0.10%
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.