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

BNED · May 2, 2026

Barnes & Noble Education, 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

Filing0001634117-26-000070General Corporate
Debt relative to revenue0thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.debt_to_revenue

4.54% · OPTIONAL · VALID

Capex intensity62thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.capex_revenue_ratio

1.04% · OPTIONAL · VALID

Operating cash generation69thOwn-history percentile · N=13
Evidence method

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

3.20% · OPTIONAL · VALID

Revenue growth100thOwn-history percentile · N=9
Evidence method

Yoy · gp.fundamentals.revenue

6.91% · CORE · VALID

Inventory pressure0thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.inventory_revenue_ratio

19.07% · OPTIONAL · VALID

Gross margin100thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.gross_margin

23.41% · CORE · VALID

Operating margin62thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.operating_margin

2.34% · CORE · VALID

SBC intensity85thOwn-history percentile · N=13
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

0.40% · 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.

History15 statesHistory building
Period transition

What moved in the state?

Balance Sheet Leverage Decreased
Previous
29.33%
Current
4.54%
Delta
-24.79%
Capex Intensity Increased
Previous
0.79%
Current
1.04%
Delta
0.24%
Cash Generation Increased
Previous
-6.23%
Current
3.20%
Delta
9.43%
Growth Increased
Previous
1.18%
Current
6.91%
Delta
5.73%
Inventory Pressure Decreased
Previous
69.82%
Current
19.07%
Delta
-50.75%
Margin Increased
Previous
20.37%
Current
23.41%
Delta
3.04%
Profitability Decreased
Previous
3.10%
Current
2.34%
Delta
-0.76%
Sbc Intensity Increased
Previous
0.19%
Current
0.40%
Delta
0.21%
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.