JFrog: Consumption Model Is Driving Healthy Revenue Gains (Upgrade)

JFrog is outperforming peers, driven by clear AI tailwinds and robust usage-based growth. FROG's revenue rose 26% y/y in Q1, with net retention at 120% and pro forma margins above 21%. Valuation is stretched at 11.3x EV/FY26 revenue and 47.7x EV/FY26 FCF, with significant stock-based comp diluting cash flow quality.