Operating income increased 20.4%
Operating income changed +20.4% from the comparable as-filed period.
$126.5M→$152.2M3 prior comparisons
GROSSPATTERN / DETERMINISTIC EVIDENCE / V3
Search securities →EPAM financial changes
Ranked by interpretable importance, issuer history, magnitude, and accounting profile. No directional recommendation.
Operating margin moved 141 bp higher
Operating margin changed +141 basis points from the comparable as-filed period.
9.34%→10.76%3 prior comparisons
Cash & equivalents decreased 24.2%
Cash & equivalents changed -24.2% from the comparable as-filed period.
$1.0B→$789.4M2 prior comparisons
Revenue increased 4.5%
Revenue changed +4.5% from the comparable as-filed period.
$1.4B→$1.4B3 prior comparisons
Net income increased 17.0%
Net income changed +17.0% from the comparable as-filed period.
$88.0M→$103.0M2 prior comparisons
Stock-based compensation increased 20.3%
Stock-based compensation changed +20.3% from the comparable as-filed period.
$38.6M→$46.4M3 prior comparisons
SBC / revenue moved 43 bp higher
SBC / revenue changed +43 basis points from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.
2.85%→3.28%3 prior comparisons
Selling, general & administrative increased 5.9%
Selling, general & administrative changed +5.9% from the comparable as-filed period.
$231.7M→$245.2M3 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.