JFrog (FROG) Cantor Fitzgerald Global Technology & Industrial Growth Conference summary

Market and competitive landscape

• Recent launch of Anthropic's Claude Code led to a sharp 25% stock decline, highlighting market sensitivity to AI-driven security tools.

• Customer feedback indicates LLMs are complementary, not replacements, for comprehensive supply chain security platforms.

• Differentiation between source code and binary security is emphasized as a defensible position.

• Universality and independence are seen as key, with a focus on integrating with multiple AI and LLM providers rather than betting on a single platform.

• Ongoing discussions with top foundational AI companies, with three of the top five already customers and efforts to standardize others.

Product positioning and adoption

• Binary security is positioned as essential for governance and enforcement, complementing source code security.

• Xray adoption is strong, with about 3,000 users and hundreds already using Advanced Security and Curation add-ons.

• Security products contributed 16% of RPO, 10% of ARR, and 7% of revenue by end of Q4, with momentum in the second half of 2025.

• Advanced Security adoption is accelerating as customers consolidate point solutions.

• New governance products like AppTrust are being rolled out, addressing customer needs for digital records and compliance.

Financial performance and guidance

• SaaS revenue grew 42% in Q4 and 45% year-over-year, driven by broad-based usage increases across industries.

• Overages are priced at a 20%-25% premium, incentivizing customers to renegotiate for better rates and higher commitments.

• Large customers exceeding minimum commitments are targeted for higher annual commitments, improving revenue visibility.

• Guidance philosophy changed in mid-2024 to exclude large deals and overages, establishing a conservative floor for cloud growth at 31% year-over-year.

• Large deals are defined by complexity, such as migrations or significant usage increases, rather than a fixed dollar amount.