FROG Stock Risk & Deep Value Analysis
Jfrog Ltd
Technology • Software - Application
DVR Score
out of 10
What You Need to Know About FROG Stock
We analyzed Jfrog Ltd using our deep value framework. Sign in to see our full verdict and DVR Score.
We ran FROG through our deep value framework — analyzing financial health, distress signals, competitive moat, and risk factors. Our risk assessment: Moderate. Here's what we found.
FROG Risk Analysis & Red Flags
What Could Go Wrong
Intensified competition from major cloud providers offering commoditized binary management features, coupled with macro slowdowns, could pressure JFrog's pricing power and deal velocity, hindering its path to sustained GAAP profitability despite strong gross margins.
Risk Matrix
Overall
Moderate
Financial
Medium
Market
Medium
Competitive
High
Execution
Medium
Regulatory
Low
Red Flags
- ⚠
Trading below 50-day and 200-day moving averages despite strong Q4 earnings.
- ⚠
Negative GAAP net income (unprofitable) despite positive free cash flow.
- ⚠
Premium Price-to-Sales (11.77x) for a company not yet net profitable.
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Multiple insider sales (though under 10b5-1 plans) can signal reduced conviction.
- ⚠
Lack of granular balance sheet data in the provided research, hindering full liquidity assessment.
Upcoming Risk Events
- 📅
Global macroeconomic slowdown impacting enterprise IT spending
- 📅
Intensified competitive pressure from large cloud providers
- 📅
Any deceleration in subscription revenue growth or FCF
When to Reconsider
- 🚪
Exit if quarterly revenue growth decelerates below 20% year-over-year.
- 🚪
Sell if free cash flow turns consistently negative for two consecutive quarters.
- 🚪
Consider exit if significant customer churn or erosion of market share is reported.
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What Does Jfrog Ltd (FROG) Do?
Market Cap
$5.83B
Sector
Technology
Industry
Software - Application
Employees
1,600
JFrog Ltd. provides software supply chain platform in the United States, Israel, India, and internationally. The company offers JFrog Artifactory, a package repository that allows teams and organizations to store, update, and manage their software packages; JFrog Curation that functions as a guardian outside the software development pipeline, controlling the admission of packages into an organization, primarily from open source or public repositories; JFrog Xray, which scans JFrog Artifactory to secure all software packages; JFrog Advanced Security, an optional add-on for select JFrog subscriptions; and JFrog Runtime Security, an optional add-on for select JFrog subscriptions to work with other JFrog Security solutions. It also provides JFrog ML, a platform-integrated solution designed for data science and MLOps teams to transform and store data, build, train, and deploy models, and monitor the entire Machine Learning pipeline as part of the JFrog Software Supply Chain Platform; JFrog Distribution that provides software package distribution; and JFrog Connect, a device management solution that allows companies to manage software updates and monitor performance in IoT device fleets. In addition, the company offers JFrog Pro that provides access to the universal version of JFrog Artifactory and ongoing updates, upgrades, and bug fixes; JFrog Pro X, a self-hosted-only subscription; JFrog Enterprise X, which offers cluster configuration, federated repositories, multi-region replication, larger enterprise-scale deployments, service-level agreement support, and deeper security; and JFrog Enterprise Plus, a full platform subscription option. It serves technology, financial services, retail, healthcare, and telecommunications organizations. JFrog Ltd. was incorporated in 2008 and is headquartered in Sunnyvale, California.
Visit Jfrog Ltd WebsiteInvestment Thesis
JFrog is a mission-critical infrastructure provider in the rapidly expanding DevOps and DevSecOps markets, fueled by the accelerating adoption of AI and cloud-native development. Its strong competitive moat derived from high switching costs and robust product suite, combined with consistent execution (evidenced by the Q4 beat and positive FCF), positions it for substantial long-term growth and potential market leadership despite current GAAP unprofitability and competitive pressures. The company's 'liquid software' vision targets a massive, evolving market.
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FROG Price Targets & Strategy
12-Month Target
$70.00
Bull Case
$85.00
Bear Case
$40.00
Valuation Basis
13.0x forward P/S applied to $652M estimated FY26 revenue.
Entry Strategy
Dollar-cost average between $47-$50 (near 50-day SMA at $47.61) or on dips towards $45.00 (recent insider sale price and potential support).
Exit Strategy
Take partial profits at $65-$70, with a stop-loss order placed if the stock consistently trades below $44, indicating a break of recent support.
Portfolio Allocation
5-7% for aggressive risk tolerance, 3-5% for moderate risk tolerance.
Price Targets & Strategy
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Is FROG Financially Healthy?
Valuation
P/E Ratio
-70.80
Forward P/E
70.64
PEG Ratio
2.86
Price/Book
7.02
Price/Sales
11.85
Profitability
Gross Margin
75.53%
Operating Margin
-20.42%
Net Margin
-18.18%
Revenue Growth
25.00%
EPS
$-0.33
Balance Sheet
Current Ratio
2.14
Quick Ratio
2.00
Debt/Equity
0.02
Cash Flow
Free Cash Flow
$142.24M
Other
Beta (Volatility)
1.20
Does FROG Have a Competitive Moat?
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🛡️ Narrow
Moat Trend
Expanding
Moat Sources
2 Identified
The moat is durable because JFrog's products are deeply embedded into critical software development and delivery pipelines for large enterprises. Migrating away from Artifactory and Xray would involve significant operational disruption, cost, and risk, creating sticky customer relationships as enterprises increasingly adopt cloud-native and AI-driven development.
Moat Erosion Risks
- •Commoditization of binary management features by large cloud providers (AWS, Azure, GCP) bundling services.
- •Emergence of robust open-source alternatives that gain enterprise adoption.
- •Significant shifts in developer tooling preferences or software architecture that could bypass JFrog's solutions.
FROG Competitive Moat Analysis
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FROG Market Intelligence
Sentiment & Insider Activity
Social Sentiment
Neutral/Mixed. While recent earnings were strong, the subsequent stock price dip suggests retail sentiment might be cautious or taking profits.
Institutional Sentiment
Positive. Analyst consensus is 'Moderate Buy', with recent upgrades (UBS) and target raises (Barclays) indicating institutional optimism.
Insider Activity (Form 4)
Director Simon Frederic sold 80,000 shares ($3,917,504) on Apr 1–2, 2026. CFO Eduard Grabscheid sold 9,043 shares (~$406,935) on Mar 25, 2026. Director Barry Zwarenstein sold 1,250 shares ($61,250) on Mar 26, 2026. All were pre-arranged Rule 10b5-1 plan sales.
Options Flow
Normal options activity; no unusual spikes in put/call ratios or significant institutional options positioning reported in the provided data.
Earnings Intelligence
Next Earnings
Estimated early-May 2026 for Q1 2026
Surprise Probability
Medium. Strong Q4 beat provides confidence, but the market's reaction to guidance and macro conditions can influence results.
Historical Earnings Pattern
Stock gapped down in late March despite a strong Q4 earnings beat and upbeat guidance, suggesting the market is sensitive to valuation or macro concerns, leading to profit-taking post-earnings.
Key Metrics to Watch
Competitive Position
Top Competitor
GitLab (GTLB)
Market Share Trend
Gaining market share, particularly in the critical and growing segments of AI/cloud-native deployments and secure software supply chain management, albeit with intensifying competition.
Valuation vs Peers
JFrog trades at a premium P/S multiple (11.77x TTM) typical for high-growth SaaS companies, reflecting market expectations for continued rapid expansion. While higher than some legacy software firms, it is generally in line with other high-growth DevSecOps peers, though specific peer P/S ratios are not provided.
Competitive Advantages
- •High switching costs due to deep integration into enterprise software development workflows.
- •Broad platform offering (Artifactory, Xray) addressing multiple stages of the software supply chain.
- •Strong brand recognition and reputation as the 'System of Record' for software binaries.
Market Intelligence
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What Could Drive FROG Stock Higher?
Near-Term (0-6 months)
- •Q1 2026 Earnings report (Estimated early-May 2026)
- •Continued enterprise adoption of AI/Cloud-native deployments
- •New product/feature announcements enhancing DevSecOps capabilities
Medium-Term (6-18 months)
- •Expansion into new geographic markets or underserved enterprise segments
- •Strategic partnerships with major cloud providers or ISVs
- •Increased traction for the 'liquid software' vision and platform adoption
Long-Term (18+ months)
- •Establishment as a market leader for secure software supply chain management
- •Disruption of traditional software delivery models through automation
- •Broader industry adoption of DevSecOps as a standard practice
Catalysts & Growth Drivers
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What's the Bull Case for FROG?
- ✓
Acceleration in customer acquisition and expansion, particularly for large enterprise accounts.
- ✓
Sustained improvement in operating margins and progression towards GAAP profitability.
- ✓
Any strategic partnership announcements with major industry players validating their platform's criticality.
Bull Case Analysis
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Competing with FROG
See how Jfrog Ltd compares to related companies
| Company | Market Cap | DVR Score | P/E | Revenue | Profit Margin | Rev Growth | |
|---|---|---|---|---|---|---|---|
Jfrog Ltd FROG | $5.8B | 7.7 | -70.8 | $531.8M | -18.2% | 25.0% | |
Apple Inc AAPL | $3.9T | 1.5 | 33.2 | $391.0B | 27.0% | 10.1% | Compare → |
Alphabet Inc GOOGL | $4.2T | 1.0 | 31.5 | $402.8B | 32.8% | 15.1% | Compare → |
Meta Platforms Inc META | — | 5.1 | 15.7 | — | 30.1% | 22.2% | Compare → |
Microsoft Corp MSFT | — | 0.5 | — | — | — | — | Compare → |
NVIDIA Corp NVDA | $4.4T | 5.3 | 38.5 | $215.9B | 55.6% | 65.0% | Compare → |
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How Jfrog Ltd Makes Money
JFrog provides a comprehensive 'liquid software' platform that helps enterprises automate, secure, and manage their software development and delivery processes. Its core products, such as Artifactory (a universal binary repository) and Xray (a universal software component analysis tool), act as the 'system of record' for software binaries, ensuring that only trusted and compliant components are used throughout the entire software supply chain. This enables organizations to deliver frequent, secure, and reliable software updates efficiently, from code creation to deployment.
Read Full Business Model BreakdownFAQ
What is the DVR Score for Jfrog Ltd (FROG)?
As of April 6, 2026, Jfrog Ltd has a DVR Score of 7.7 out of 10, placing it in the "Solid Pick" category. This score is generated by our AI-powered deep value analysis framework that evaluates growth potential, financial health, competitive moat, and risk factors.
What is the market capitalization of Jfrog Ltd?
Jfrog Ltd's market capitalization is approximately $5.8B. The company operates in the Technology sector within the Software - Application industry.
What ticker symbol does Jfrog Ltd use?
FROG is the ticker symbol for Jfrog Ltd. The company trades on the NMS.
What is the risk level for FROG stock?
Our analysis rates Jfrog Ltd's overall risk as Moderate. This assessment considers execution risk, market risk, financial risk, competitive risk, and regulatory risk. For a full breakdown, see the risk analysis section above.
What is the P/E ratio of FROG?
Jfrog Ltd currently has a price-to-earnings (P/E) ratio of -70.8. This is below the market average, which could indicate the stock is undervalued or facing headwinds.
Is Jfrog Ltd's revenue growing?
Jfrog Ltd has reported revenue growth of 25.0%. The company is showing strong top-line momentum.
Is FROG stock profitable?
Jfrog Ltd has a profit margin of -18.2%. The company is currently unprofitable.
How often is the FROG DVR analysis updated?
Our AI-powered analysis of Jfrog Ltd is refreshed regularly to incorporate the latest financial data, market conditions, and news. The most recent update was on April 6, 2026.
Important Disclaimer – Not Financial Advice
Deep Value Reports is an independent research platform for educational and informational purposes only. We are not financial advisors, investment advisors, or licensed professionals. The analysis, scores, and information provided on this page for FROG (Jfrog Ltd) should not be construed as personalized investment advice, a recommendation to buy or sell any security, or an offer to provide investment advisory services.
All investments involve risk, including the potential loss of principal. Past performance does not guarantee future results. Always conduct your own research, consider your financial situation, and consult with a qualified financial advisor before making any investment decisions.