JFrog shares have more than doubled this year, outperforming many hyped AI names as revenue growth reaccelerates and partnerships with AWS and Nvidia deepen its DevSecOps role. Analysts remain bullish despite premium valuation, citing strong security traction and continued upside, though retail sentiment has stayed mostly cautious.