GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / DETERMINISTIC EVIDENCE / V3

SNAL financial changes

Ranked by interpretable importance, issuer history, magnitude, and accounting profile. No directional recommendation.

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SNALSnail, Inc.
MEDIUM IMPORTANCEDebt50TH HISTORICAL PCTL

Debt decreased 31.8%

Debt changed -31.8% from the comparable as-filed period. The change ranks at the 50th percentile of 4 prior comparable changes. This reverses 2 consecutive comparable moves in the opposite direction.

$11.8M$8.1M4 prior comparisons
SNALSnail, Inc.
MEDIUM IMPORTANCEMarginMargin Expansion0TH HISTORICAL PCTL

Gross margin moved 772 bp higher

Gross margin changed +772 basis points from the comparable as-filed period. The change ranks at the 0th percentile of 4 prior comparable changes.

31.35%39.07%4 prior comparisons
SNALSnail, Inc.
MEDIUM IMPORTANCEMarginMargin Compression0TH HISTORICAL PCTL

Operating margin moved 535 bp lower

Operating margin changed -535 basis points from the comparable as-filed period. The change ranks at the 0th percentile of 4 prior comparable changes.

-8.19%-13.54%4 prior comparisons
SNALSnail, Inc.
MEDIUM IMPORTANCER And DR And D Acceleration50TH HISTORICAL PCTL

Research & development increased 35.2%

Research & development changed +35.2% from the comparable as-filed period. The change ranks at the 50th percentile of 4 prior comparable changes.

$3.3M$4.5M4 prior comparisons

Method Importance combines metric-family relevance, magnitude, issuer-history unusualness, persistence, and financial-statement significance. It is analytical prioritization, not a legal materiality conclusion or investment signal.