JFrog’s first quarter results were met with a strong positive market reaction, as the company’s performance surpassed Wall Street’s expectations. Management pointed to robust growth in cloud revenue and expanding adoption of its software supply chain platform among enterprise customers as key drivers. CEO Shlomi Ben Haim credited rising demand for secure management of AI-generated software and increased customer reliance on JFrog’s Artifactory and security solutions for the quarter’s momentum. He emphasized that customers are prioritizing AI adoption while maintaining legacy systems and demanding stronger security and governance for their software supply chains.
Is now the time to buy FROG? Find out in our full research report (it’s free for active Edge members).
JFrog (FROG) Q1 CY2026 Highlights:
- Revenue: $154 million vs analyst estimates of $147.5 million (25.8% year-on-year growth, 4.4% beat)
- Adjusted EPS: $0.27 vs analyst estimates of $0.21 (26.6% beat)
- Adjusted Operating Income: $32.94 million vs analyst estimates of $25.57 million (21.4% margin, 28.8% beat)
- The company slightly lifted its revenue guidance for the full year to $630 million at the midpoint from $625.5 million
- Management raised its full-year Adjusted EPS guidance to $0.95 at the midpoint, a 5.6% increase
- Operating Margin: -8.4%, up from -18.8% in the same quarter last year
- Customers: 1,225 customers paying more than $100,000 annually
- Net Revenue Retention Rate: 120%, up from 119% in the previous quarter
- Annual Recurring Revenue: $609.9 million (21.7% year-on-year growth, beat)
- Billings: $153.4 million at quarter end, up 24% year on year
- Market Capitalization: $7.78 billion
While we enjoy listening to the management's commentary, our favorite part of earnings calls are the analyst questions. Those are unscripted and can often highlight topics that management teams would rather avoid or topics where the answer is complicated. Here is what has caught our attention.
Our Top 5 Analyst Questions From JFrog’s Q1 Earnings Call
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Sanjit Singh (Morgan Stanley) asked why full-year guidance was raised less than the sum of Q1 and Q2 outperformance. CFO Ed Grabscheid stressed that guidance only includes annual commitments, not usage overages, maintaining their conservative approach.
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Radi Sultan (UBS) inquired about the scale of legacy code modernization opportunities. CEO Shlomi Ben Haim explained that JFrog’s platform addresses both new AI-generated binaries and legacy code, which remains crucial for regulated industries.
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Michael Cikos (Needham) questioned whether AI adoption is pulling JFrog into broader cloud migration deals. Ben Haim described growing customer demand for scalable, cloud-based systems of record to manage a rapidly increasing volume of binaries.
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William Miller Jump (Truist) asked about the change in customers’ willingness to commit versus using cloud services on an overage basis. Ben Haim noted customers are currently prioritizing speed and experimentation in AI, leading to overages, but expects commitment levels to rise as usage stabilizes.
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Howard Ma (Guggenheim) sought clarity on how security features like Curation drive revenue. Ben Haim and Grabscheid explained that Curation is monetized by seats and increases in demand follow major attacks, but usage overages stem from overall package volume, not security events.
Catalysts in Upcoming Quarters
In the coming quarters, the StockStory team will be watching (1) the pace at which JFrog converts cloud usage overages into long-term contractual commitments, (2) continued growth and customer adoption of security solutions like Curation and Advanced Security, and (3) further expansion of partnerships and new product deployments, particularly in support of AI-driven development. Execution in these areas will clarify the sustainability of recent growth trends.
JFrog currently trades at $64.78, up from $57.02 just before the earnings. Is the company at an inflection point that warrants a buy or sell? The answer lies in our full research report (it’s free).
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