Nasdaq:FROG
JFrog Ltd
A premier provider of cloud-native DevOps solutions empowering enterprises to accelerate software delivery across hybrid and multi-cloud infrastructures.
Key Metrics
Investment Thesis
Bull Case
Despite recent losses, JFrog demonstrates robust top-line growth with revenue increasing 24% annually over the last three years, signaling strong product-market fit and expanding total addressable market. The company's substantial cash reserves of $75.8M and positive operating cash flow provide a buffer to fund growth initiatives while potentially turning profitable as economies of scale take effect. Its dominant market share in the DevOps space creates high switching costs for enterprise customers, fostering sticky revenue streams.
Bear Case
The company has failed to achieve GAAP profitability for four consecutive years, with net income hovering around -$70M, which may deter value-oriented investors concerned about long-term cash burn. High operating expenses, particularly in marketing ($223.9M) and general administration ($81.2M), suggest a heavy cost structure that could be difficult to optimize without impacting growth. Additionally, the significant accumulated deficit of -$431.5M indicates historical challenges in converting revenue into sustainable earnings.
About JFrog Ltd
JFrog Ltd. is a leading provider of cloud-native DevOps platforms enabling software development teams to build, release, and run applications at scale across hybrid and multi-cloud environments. Serving enterprises globally, the company's core offerings include Artifactory for artifact management and Bintray for dependency distribution, supported by extensive integrations with major cloud providers. With revenue growing from $280M in 2022 to $531.8M in 2025, the firm continues to expand its footprint in the critical DevOps infrastructure market despite recent net losses.
Analysis
Management Discussion
While revenue expanded significantly year-over-year, reaching $531.8M in 2025, the company reported a net loss of $71.8M, reflecting high investments in sales and marketing ($223.9M) and R&D ($195.1M). Cash flow from operations remained strong at $145.7M, indicating that operational cash generation is outpacing accounting losses, though substantial investing cash outflows of $152.3M suggest ongoing strategic acquisitions or asset purchases.
Industry Overview
The DevOps platform industry is experiencing rapid expansion as enterprises prioritize digital transformation and accelerate software release cycles to maintain competitive agility. Market leaders compete on technology differentiation, security compliance, and ecosystem breadth, with a shift toward hybrid cloud architectures driving demand for flexible deployment options. Consolidation is expected as smaller vendors struggle to match the scale and feature sets of established players like JFrog.
Financial Statements
Income Statement
Balance Sheet
Cash Flow
| Metric | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|
| Revenue | $280.0M | $349.9M | $428.5M | $531.8M |
| Cost of Revenue | $62.3M | $77.0M | $98.3M | $123.5M |
| Gross Profit | $217.8M | $272.8M | $330.2M | $408.4M |
| Operating Expenses | $307.6M | $348.4M | $421.3M | $500.2M |
| Operating Income | $-89.8M | $-75.5M | $-91.1M | $-91.9M |
| R&D | $121.2M | $134.6M | $160.9M | $195.1M |
| G&A | $55.6M | $63.1M | $70.0M | $81.2M |
| Marketing | $130.8M | $150.7M | $190.4M | $223.9M |
| Stock-Based Comp | $68.7M | $95.2M | $131.1M | $156.7M |
| D&A | $14.7M | $15.3M | $21.5M | $24.5M |
| Depreciation | $3.1M | $3.5M | $3.9M | $3.6M |
| Amortization | $11.6M | $11.8M | $17.6M | $20.9M |
| Other OpEx | $0 | $0 | $0 | $0 |
| Non-Operating Income | $5.1M | $21.0M | $25.3M | $25.8M |
| Pre-Tax Income | $-84.7M | $-54.5M | $-65.8M | $-66.0M |
| Income Tax | $5.4M | $6.7M | $3.4M | $5.8M |
| Continuing Ops | $-90.2M | $-61.3M | $-69.2M | $-71.8M |
| Discontinued Ops | $0 | $0 | $0 | $0 |
| Net Income | $-90.2M | $-61.3M | $-69.2M | $-71.8M |
| Minority Interest | $0 | $0 | $0 | $0 |
| Net to Common | $-90.2M | $-61.3M | $-69.2M | $-71.8M |
| Metric | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|
| Current Assets | $532.0M | $645.8M | $649.2M | $873.0M |
| Cash & Equivalents | $45.6M | $84.8M | $49.9M | $75.8M |
| Marketable Securities | $301.6M | $379.1M | $366.6M | $481.1M |
| Accounts Receivable | $62.1M | $76.4M | $90.7M | $119.9M |
| Prepaid Expenses | $18.6M | $13.0M | $20.0M | $26.4M |
| Other Current Assets | $104.1M | $92.5M | $122.0M | $169.7M |
| Long-Term Assets | $339.2M | $326.8M | $480.7M | $468.4M |
| PP&E (Net) | $8.0M | $6.7M | $5.7M | $5.5M |
| Intangibles | $37.5M | $25.8M | $60.8M | $39.9M |
| Goodwill | $248.0M | $248.0M | $371.5M | $371.5M |
| Operating Leases | $24.6M | $22.4M | $14.2M | $12.1M |
| Other LT Assets | $21.1M | $23.9M | $28.5M | $39.3M |
| Total Assets | $871.2M | $972.6M | $1.13B | $1.34B |
| Current Liabilities | $209.6M | $262.2M | $317.5M | $407.5M |
| Accounts Payable | $14.9M | $17.0M | $10.6M | $14.2M |
| Current Leases | $7.1M | $8.3M | $7.8M | $5.8M |
| Deferred Revenue | $158.7M | $201.1M | $247.2M | $309.6M |
| Other Current Liab | $28.8M | $0 | $0 | $0 |
| Long-Term Liabilities | $36.9M | $31.3M | $38.9M | $46.4M |
| LT Operating Leases | $16.8M | $14.0M | $6.2M | $6.7M |
| Other LT Liab | $3.1M | $4.3M | $5.6M | $7.3M |
| Total Liabilities | $246.4M | $293.4M | $356.4M | $453.9M |
| Shareholders' Equity | $624.8M | $679.1M | $773.5M | $887.4M |
| Retained Earnings | $-229.2M | $-290.4M | $-359.7M | $-431.5M |
| AOCI | $-2.8M | $1.0M | $655.0K | $5.8M |
| Total L&E | $871.2M | $972.6M | $1.13B | $1.34B |
| Metric | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|
| Net Income (CFO) | $-90.2M | $-61.3M | $-69.2M | $-71.8M |
| Non-Cash Adjustments | $74.8M | $80.4M | $100.3M | $99.4M |
| Working Capital Changes | $36.9M | $55.0M | $79.9M | $118.2M |
| Cash from Operations | $21.4M | $74.2M | $110.9M | $145.7M |
| Capital Expenditures | $4.3M | $2.0M | $3.1M | $3.5M |
| Cash from Investing | $-53.3M | $-53.5M | $-165.4M | $-152.3M |
| Cash from Financing | $11.0M | $18.4M | $21.2M | $31.2M |
| FX Effect | $-2.0M | $120.0K | $-949.0K | $1.3M |
| Net Change in Cash | $-22.9M | $39.2M | $-34.1M | $25.9M |
| Beginning Cash | $68.5M | $45.6M | $84.8M | $50.6M |
| Ending Cash | $45.6M | $84.8M | $50.6M | $76.6M |
Frequently Asked Questions
How does JFrog Ltd make money?
The company generates revenue primarily through subscriptions for Artifactory (artifact management), Bintray (dependency distribution), and other platform services like Pipelines and Cloud Native. Revenue streams are driven by enterprise licensing agreements and cloud-based consumption models, with significant growth seen in the transition from on-premise to SaaS deployments.
What are the main risks for FROG?
Persistent net losses of over $70M in recent years raise concerns about the path to profitability and cash burn sustainability given high operating expenses. Intense competition from emerging cloud-native vendors and potential shifts in enterprise spending due to economic downturns could pressure growth rates. Heavy reliance on large enterprise contracts exposes the business to concentration risk if key clients reduce subscriptions or switch providers.
What is FROG's competitive advantage?
JFrog's dominant market position is reinforced by a highly extensible open-source ecosystem that integrates seamlessly with leading CI/CD tools like Jenkins, GitLab, and GitHub. The company leverages a robust global network of edge nodes ensuring low-latency access to artifacts worldwide, while its proprietary security compliance frameworks help enterprises meet strict regulatory standards.
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Not financial advice. All content is for informational purposes only. Data may contain errors. Consult a qualified financial advisor before making investment decisions.