JFrog valuation hits $12.5 billion as AI drives cloud demand

A recovery from the Anthropic scare

JFrog recently experienced a significant rebound in market confidence. The company's shares jumped 35% to reach about $101, pushing its valuation to roughly $12.5 billion. This recovery follows a period of uncertainty where the company lost nearly half its value after Anthropic revealed a model capable of finding software vulnerabilities.

The shift in sentiment highlights how quickly investor perceptions can pivot in the AI era. While the Anthropic announcement initially sparked fears about competition, JFrog's latest financial results suggest that the company is carving out a distinct role in the ecosystem. It is moving from a position of perceived threat to one of essential infrastructure.

The company's third-quarter revenue reached $179.2 million, which was a 31% increase over the previous year. This figure beat the midpoint of the company's own previous guidance by about $14 million. These results provide a concrete foundation for the company's recent stock performance.

How AI is fueling cloud growth

The primary engine behind this growth is a surge in cloud revenue, which rose 60% to $101.5 million. Cloud services now represent 57% of JFrog's total revenue, up from 46% a year ago. This trend is largely driven by the way developers are now interacting with software and AI agents.

CEO Shlomi Ben Haim explained that developers are now managing tens or even hundreds of AI agents. Because the output of these agents eventually becomes a binary file, it must be stored, secured, and governed. This creates a massive volume of data that requires the JFrog platform to manage, effectively turning AI generation into a demand for storage and security.

The company's business model benefits from this increased volume because customers pay for storage and data transfer. When customers exceed their contractual minimums, they pay more. Management is now focused on converting this high-volume

Beating previous expectations

The company's performance in the third quarter significantly exceeded the targets it set for itself earlier in the year. In August, management had provided a revenue guidance range between $164 million and $166 million. The actual results surpassed the midpoint of that range by approximately $14 million.

This performance indicates that the growth in cloud demand is moving faster than the company's own internal projections. By exceeding these marks, JFrog demonstrated that its transition toward AI-driven revenue is already yielding tangible results for its investors.

The debate over internal tools

A major point of concern for investors is whether large AI labs will eventually build their own internal systems to avoid using third-party platforms. To address this, management noted that while some labs have attempted to build internal versions of control systems, these efforts can take many months to complete. For instance, reports suggest that Anthropic spent between six and nine months developing its own internal version control system.

CEO Shlomi Ben Haim argued that the systems built by these labs are complementary to a universal system of record. He suggested that anything that is not a universal solution will likely end up as a specialized tool focused on only one vendor or one specific agent.

Expansion and internal logistics

The company is also making significant physical and structural investments, particularly in Israel. Its lease assets saw a massive increase, rising from $12.1 million at the end of 2025 to $109.3 million. These leases are structured to run through May 2036, signaling a long-term commitment to its current operational footprint.

Additionally, the company disclosed several internal administrative updates, including four insider trading plans adopted during the quarter. One of these plans involves director Frederic Simon, which covers a total of up to 900,000 shares. These moves reflect the ongoing corporate governance and internal planning as the company scales its operations.