Israeli Software Firm Jfrog Surges in Value Amid AI Revolution

On February 20th, Shlomi Ben-Haim, CEO of Israeli company Jfrog, believed the company's story was over. In just 15 minutes of trading on the New York Stock Exchange, 12 million shares were sold in a panic, erasing $700 million from its market value. This collapse was triggered by Anthropic's announcement of its new AI model, "Mythic," capable of finding security vulnerabilities in software and computer systems. Many cybersecurity stocks fell that day due to fears that Mythic would disrupt the industry, making cybersecurity firms obsolete.

However, Jfrog is not strictly a cybersecurity company. Until that day in February, it was considered a Software as a Service (SaaS) company, suffering alongside other Israeli software firms from negative sentiment in that sector, also due to AI threats. Between December 2025 and that fateful day in February, Jfrog's stock plummeted 50% to a low of around $34 per share, similar to Monday.com, Wix, or NICE.

Since then, something remarkable has happened to Jfrog. Its stock now trades around $92, having even reached $100. Year-to-date, it has gained 55%, outperforming all market indices. At its current valuation of $11.5 billion, Jfrog is worth as much as Monday.com and NICE combined, making it one of the top five largest Israeli tech companies by market cap, behind only Palo Alto Networks, Elbit, Tower, and Check Point. This is despite Jfrog being smaller than Monday.com, NICE, Wix, or Check Point in almost every metric, from revenue to employee count.

The AI threat, initially seen as an "apocalypse" for SaaS companies, has paradoxically become an opportunity for Jfrog. The rapid adoption of AI development tools has made Jfrog's solution more necessary. As more code is written by AI agents at a faster pace than human programmers, it becomes more susceptible to errors. Jfrog's software plays a crucial role in processing this automatically generated code, converting it into binary files and ensuring its integrity. The company's acquisition of Israeli AI startup QWAK in the summer of 2024, which brought in approximately 45 AI-experienced employees, further bolstered its capabilities.

Jfrog's software is considered a "System of Record," a designation that distinguishes companies whose technology is deeply integrated into an organization's critical processes, making them difficult to replace. This deep integration, combined with its long history since its founding in 2008 and IPO in 2020, has allowed Jfrog to weather the AI storm better than many peers. While competitors like Monday.com and Wix are trading at low single-digit revenue multiples, Jfrog commands a multiple of nearly 20 times its projected revenue, significantly higher than the average software industry multiple of around 4.

Despite its impressive stock performance and high valuation, Jfrog faces significant challenges. The company reported $164 million in revenue for the second quarter of 2026, representing a 29% annual growth rate. While Jfrog's pricing model, based on resource consumption rather than per-employee or per-seat, leads to increased spending as clients generate more software, it is not yet profitable, posting a $13 million operating loss in the second quarter. The company has provided a conservative forecast for the third quarter, with revenues similar to the previous quarter, and expects to end the year with $650 million in revenue, a 22% increase from 2025. Jfrog will need to demonstrate accelerated growth and improved profitability in its upcoming financial reports to justify its current market valuation.