GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / DETERMINISTIC EVIDENCE / V3

Recent financial changes

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

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MEDIUM IMPORTANCESbc50TH HISTORICAL PCTL

Stock-based compensation decreased 57.3%

Stock-based compensation changed -57.3% from the comparable as-filed period. The change ranks at the 50th percentile of 4 prior comparable changes. This reverses 4 consecutive comparable moves in the opposite direction.

$1.4M$602,0004 prior comparisons
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation changed across a low base

Stock-based compensation changed +1956.4% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a low base.

$53,859$1.1M4 prior comparisons
VIVKVivakor, Inc.
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation increased 78.6%

Stock-based compensation changed +78.6% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. This reverses 2 consecutive comparable moves in the opposite direction.

$188,927$337,4874 prior comparisons
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation changed across a low base

Stock-based compensation changed +5349.0% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a low base.

$20,833$1.1M4 prior comparisons
LGLLGL GROUP INC
MEDIUM IMPORTANCESbcSbc Intensity Increase75TH HISTORICAL PCTL

SBC / revenue moved 1787 bp higher

SBC / revenue changed +1787 basis points from the comparable as-filed period. The change ranks at the 75th percentile of 4 prior comparable changes.

3.46%21.33%4 prior comparisons
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation changed across a low base

Stock-based compensation changed +1787.4% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a low base. This reverses 4 consecutive comparable moves in the opposite direction.

$1.3M$23.8M4 prior comparisons
MEDIUM IMPORTANCESbcSbc Intensity Increase75TH HISTORICAL PCTL

SBC / revenue moved 25987 bp higher

SBC / revenue changed +25987 basis points from the comparable as-filed period. The change ranks at the 75th percentile of 4 prior comparable changes. This reverses 4 consecutive comparable moves in the opposite direction.

42.76%302.63%4 prior comparisons
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation changed across a sign change

Stock-based compensation changed +135.6% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a sign change. This reverses 4 consecutive comparable moves in the opposite direction.

-$163,000$58,0004 prior comparisons
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation changed across a low base

Stock-based compensation changed +5809.1% from the comparable as-filed period. The change ranks at the 100th percentile of 4 prior comparable changes. Relative percentage is de-emphasized because the comparison has a low base.

$5,616$331,8554 prior comparisons
XOSXos, Inc.
MEDIUM IMPORTANCESbc100TH HISTORICAL PCTL

Stock-based compensation increased 26.3%

Stock-based compensation changed +26.3% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.

$1.6M$2.0M2 prior comparisons
CDZICADIZ INC
MEDIUM IMPORTANCESbcSbc Intensity Increase100TH HISTORICAL PCTL

SBC / revenue moved 17349 bp higher

SBC / revenue changed +17349 basis points from the comparable as-filed period. This reverses 3 consecutive comparable moves in the opposite direction.

13.33%186.82%3 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.