Across 130 ranked public software issuers in our SEC filings universe (as of Oct 22, 2026), GAAP R&D alone misses capitalized internal software payroll (ASC 350-40) and front-loaded data-center CapEx. Expanding the denominator cuts median 1-year gross profit payback from $0.48 to $0.41 per $1 invested and shifts 20 issuers across 2x2 quadrants.
Ranked Universe
130 Issuers
128 with Full CapEx SEC data
GAAP -> Full Payback
$0.48 -> $0.41
0.92x median CapEx Multiplier
Clean Benchmark Leader
PLTR (0.98x)
$2.66 payback · 55.6% FCF
Hyperscaler CapEx Drag
MSFT 0.33x · ORCL 0.32x
20 issuers shift quadrants
Built from live SEC XBRL disclosures (Oct 22, 2026, N=130 ranked software issuers).
Traditional SaaS valuation assumed engineering salaries lived inside GAAP R&D while hosting stayed variable inside gross margin. Today, ORCL deploys $55.66B into property and compute (5.4x its $10.27B R&D bill) and MSFT deploys $115.95B (3.3x its $35.56B R&D bill), while PAYC capitalizes $152.9M of internal software. Both shifts inflate apparent GAAP R&D payback until total cash reinvestment enters the denominator.
