The software platform has delivered four consecutive earnings beats and generates strong free cash flow despite GAAP losses, but negative price momentum, a forward earnings multiple above 70 times, and heavy reliance on a single product make this a high-risk hold at current levels rather than a new entry.
Thesis pillars
- Rich Valuation At High Multiple↑Improving
- Single Product Concentration Risk↓Deteriorating
- Fcf Positive Despite Gaap Loss→Stable
- +2 more pillars — see the Why tab for full reasoning
Pillars as of Jul 3, 2026, based on the 10-K filed Feb 13, 2026· older than 90 days
JFrog Ltd. (FROG) Stock Analysis
Technology · Software - Application
Sell if holding. At $88.49, A.R:R 1.0:1 is below the 1.5:1 minimum. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Product: JFrog Artifactory; V7 low-quality RISK_OFF penalty: -0.5 (Q=5.2).
JFrog provides a unified platform for managing the software supply chain, covering package management, security scanning, distribution, and AI/ML model governance for enterprise DevOps, DevSecOps, and AI/MLOps teams. The company reported $531.8 million in revenue for the year... Read more
Sell if holding. At $88.49, A.R:R 1.0:1 is below the 1.5:1 minimum. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Product: JFrog Artifactory; V7 low-quality RISK_OFF penalty: -0.5 (Q=5.2). Chart setup: No clear chart pattern; technical signals are mixed. Score 5.9/10, moderate confidence.
Passes 4/8 gates (no SEC red flags, news events none recent, semi cycle peak clear, materials cycle peak clear). Fails on weak momentum and favorable risk/reward ratio and clean insider activity and earnings proximity 1d<=7d. Suitability: aggressive.
About JFrog Ltd.
About JFrog Ltd.
JFrog Ltd. reported $531.8 million in total revenues for the year ended December 31, 2025—a 24% increase from $428.5 million in 2024—employing approximately 1,800 people at year-end and serving 1,168 customers with annual recurring revenue of $100,000 or more and 74 customers at ARR of $1 million or more. The company is an Israeli-incorporated entity delivering software supply chain management subscriptions to enterprise teams globally across cloud, on-premises, and hybrid environments.
JFrog generates revenue from multi-tiered subscription plans—JFrog Pro, Pro X, Enterprise X, and Enterprise Plus—with JFrog Artifactory (universal binary repository, container registry, and AI model registry) at the center of every tier. Higher tiers add security scanning via JFrog Xray and Advanced Security, software distribution via JFrog Distribution, IoT update management via JFrog Connect, and AI and ML pipeline tooling via JFrog ML. Customers typically enter through free community versions or time-limited trials, then upgrade to paid subscriptions as usage scales, creating an expansion-driven revenue motion. Named competitors in the 10-K include Microsoft's GitHub, GitLab, Cloudsmith, and Sonatype in DevOps tooling; Aqua Security, Snyk, Checkmarx, and Synopsys in security point solutions; and public cloud providers AWS, Microsoft Azure, and Google Cloud where functionality overlaps.
Show full overview
JFrog Artifactory sits at the center of every subscription tier the company sells, making revenue across the entire platform dependent on continued market acceptance of that single repository solution—any decline in Artifactory demand from malfunction, competition, or inferior performance would simultaneously reduce demand for all other JFrog products. This single-product dependency accompanies a sustained history of net losses: $71.8 million in 2025, $69.2 million in 2024, and $61.3 million in 2023, yielding an accumulated deficit of $431.5 million at December 31, 2025. If operating expenses continue to outpace revenue growth, consistent profitability may not be achieved.
See also: Technology · Software - Application
From JFrog Ltd.'s most recent 10-K filing, extracted June 10, 2026.
Recent developments
updated Nov 2, 2026Recent Developments — JFrog Ltd.
Latest news
- NEWS Cloudflare, MongoDB, Datadog, JFrog, and Elastic shares plummet, what you need to know - TradingView — TradingView Nov 2, 2026 negative
- NEWS FROG Maintained by Oppenheimer -- Price Target Raised to $125 - GuruFocus — GuruFocus Oct 28, 2026 positive
- NEWS Is JFrog (FROG) Pricey After Its DevGovOps Compliance Launch? - Yahoo Finance — Yahoo Finance Oct 28, 2026 neutral
- NEWS Is JFrog Ltd (FROG) Overvalued After 3.6% Rally? GF Value Says O - GuruFocus — GuruFocus Aug 26, 2026 neutral
- NEWS Why JFrog (FROG) Stock Is Trading Up Today - Yahoo Finance — Yahoo Finance Aug 26, 2026 positive
Latest item Nov 2, 2026 · Generated 2026-11-04T11:44:35Z.
Upcoming dated catalysts
Thesis
Key Metrics
Quality Signals
Options Flow
Concentration Risks(10-K Item 1A)
- HIGHProductJFrog Artifactory10-K Item 1A: 'JFrog Artifactory is at the center of our platform and all subscriptions. Accordingly, market acceptance of JFrog Artifactory is critical to our success.'
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
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Rating Breakdown
2 floor-breakers·1 ceiling hit
Momentum below the gate floor. Component breakdown shows what dragged the score down.static
Priced at a premium — multiples above sector norms. Needs delivery on growth + margins to justify.static
Price Targets
Position Sizing
Risk Alerts
Earnings
Verdict History
Frequently Asked Questions
Sell if holding. At $88.49, A.R:R 1.0:1 is below the 1.5:1 minimum. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Product: JFrog Artifactory; V7 low-quality RISK_OFF penalty: -0.5 (Q=5.2). Chart setup: No clear chart pattern; technical signals are mixed. Prior stop was $82.30. Score 5.9/10, moderate confidence.
Analyst target: $101.82 (+15.1% upside). Prior stop was $82.30. Stop-loss: $82.30.
Concentration risk — Product: JFrog Artifactory; V7 low-quality RISK_OFF penalty: -0.5 (Q=5.2); Sector modifier (Technology): -0.8.
JFrog Ltd. trades at a P/E of N/A (forward 77.2). TrendMatrix value score: 3.7/10. Verdict: Sell.
31 analysts rate FROG, with a consensus score of 4.2/5. 22 analysts publish price targets averaging $113.
What does JFrog Ltd. do?JFrog provides a unified platform for managing the software supply chain, covering package management, security...
JFrog provides a unified platform for managing the software supply chain, covering package management, security scanning, distribution, and AI/ML model governance for enterprise DevOps, DevSecOps, and AI/MLOps teams. The company reported $531.8 million in revenue for the year ended December 31, 2025, up 24%, serving 1,168 customers with ARR of $100,000 or more and 74 with ARR of $1 million or more.