JFrog
| Cypress Lakes PEM began investing in JFrog in 2024. We have closely monitored the Company’s financial performance and growth trajectory throughout 2025.
We provide a comprehensive overview of JFrog and its core market. Our analysis indicates a compelling equity return for JFrog investors through FY2029 propelled by a structural tailwind related to Generative AI. We include a four-year projection model and annual share price targets through FY2029. Our analysis examines (i) the history and growth of JFrog, (ii) the DevOps market, (iii) competition and competitive differentiation of vendors in the universal artifact management category, (iv) value proposition to customers and users, (v) pricing models, (vi) unit economics, (vii) the Company’s ongoing SaaS conversion, (vii) the product suite and add-on acquisitions, and (ix) a historical financial review. We provide insights into recent FY2025 sales momentum and the AI tailwinds driving the Company’s revenue trajectory. Our financial model provides (i) Historical Annual Contract Value (“ACV”) Bookings by Revenue Type, (ii) Billings-based and Revenue-based Profit and Loss statements, (iii) Historical and Projected Bookings and Retention by Revenue type, (iv) Estimates on SaaS Conversion, (v) Growth Impact of JFrog’s SaaS Consumption-based Pricing Model, (vi) Gross Margin by Revenue type, (vii) Cost of Customer Acquisition, (viii) Expenses by Functional Area, and (ix) Projected EBITDA Margin Improvement. |
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JFrog (“FROG”) is the category leading provider of universal artifact management software, a mission critical platform supporting the software development operations (“DevOps”) process.
The universal artifact management market has experienced numerous tailwinds over the past 20 years as DevOps processes have matured and as innovation has changed underlying technology. The market is currently experiencing another structural tailwind due to the proliferation of Generative AI. JFrog is uniquely positioned to capture the accelerated demand related to the Generative AI tailwind.
JFrog serves the largest customer base in the industry with 7,000+ enterprise customers, including ~50% of the Fortune 500. The Company serves a horizontal customer base, with customers in verticals such as Technology, Financial Services, Automotive, Aerospace and Defense, and others. Customers include Global 2000 companies such as Google, Nvidia, Volvo, American Express, Fidelity, and many others.
JFrog’s universal artifact management system, Artifactory, has become the industry standard for large enterprises, especially those with complex DevOps organizations.
Third-party estimates of the market size of DevOps software range between ~$10-15BN in 2024 with ~20% market growth CAGRs over the next 5-10 years.
As of Fiscal Year ending December 31, 2024, JFrog achieved $429M Revenue, $359M Gross Profit (84% gross margin), and $63M operating profit (15% operating margin).
As of publication (January 2026), JFrog is trading at ~$60 per share with a market capitalization of ~$7.5BN.
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© 2026 Cypress Lakes Public Equities Management, LLC. All rights reserved.
© 2026 Cypress Lakes Public Equities Management, LLC.
All rights reserved.