FROG · NASDAQ
Technology · Software - Application
$98.83
-1.63%
Close on Oct 29, 2026
Research data through 2026-10-28
Long-term research evidence only. No price targets, no trading signals, no recommendations.
Free research · no account required
Research data through Oct 28, 2026. Research is updated periodically, not in real time.
55
of 100 · stored research reading
Stored Quality research reads 55 of 100, a middle-of-the-universe reading. The measurements behind it are mixed.
Quality research measures durability of the business itself from stored fundamentals: balance-sheet strength, profitability consistency and cash generation. It is a research reading, not a prediction of future returns.
How this is measured68
of 100 · stored research reading
Stored Fundamental Momentum research reads 68 of 100. Stored measurements classify recent reported fundamentals as accelerating. This describes reported financial change already disclosed, with no forward-looking claim.
Fundamental Momentum research measures the direction of recently reported company fundamentals compared with the company's own history. It describes reported change, not future price movement.
How this is measured5
of 100 · stored research reading
Stored Capital Returns research reads 5 of 100, recorded as weak. No dividend is recorded for this company, so the reading rests on buybacks and dilution control. Share count has increased at about 5.4% a year in the stored window.
Capital Returns research measures how a company has actually returned cash to shareholders: dividend record, buyback effectiveness, dilution control and how those payments were funded.
How this is measuredNot currently available. No stored valuation ratios exist for this company.
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Research Collections
This company does not currently satisfy any collection rule. That is a stored research result, not a judgement about the business.
Browse collectionsPlain-English definitions, with the formula and the limitations of each measure.
In the company’s own words
JFrog’s goal is to provide a system of record for the software supply chain in the Artificial Intelligence ("AI") era. As a foundational platform that provides governance, security and trust to enterprise software organizations, JFrog’s unified platform ("JFrog Platform") allows companies to successfully unify development speed, volume, security, governance and delivery of software applications across hybrid teams of developers, security professionals, Artificial Intelligence/Machine Learning ("AI/ML") engineers and AI agents. We envision a world where innovative, secure, compliant and trusted software is consumed, built and continuously delivered from any user to any destination; a reality we refer to as "Liquid Software."
The complimentary practices of DevOps, DevSecOps, DevGovOps, MLOps and AI development are converging within organizations, exposing new challenges in process, security, governance and compliance for software delivery. This unification continues to re-shape the composition of development teams, increase software volume, and expand enterprise digital footprints. As a pioneer in DevOps, DevSecOps, and DevGovOps, JFrog recognizes the unique potential of technology shifts and how they are best adopted within an organization.
A rapidly evolving marketplace demands a new generation of tooling that encompasses the complete software supply chain; a platform that serves many functions in an organization affected by rapid technology adoption. We anticipate that our Platform will continue to grow in relevance and impact, as companies increasingly seek to manage workflows, apply processes, deliver application security and scale their infrastructure efficiently in an AI-first world. JFrog serves demanding enterprises in some of the world’s most complex technology environments, leading the majority of the Fortune 500 to trust JFrog as a system of record across their software development organizations.
Software’s role has changed from a functional tool to a cornerstone of nearly every company, dictating that the continuous development and release of software is now a mission-critical operation. Beyond providing competitive advantage for companies, the safety and security of data and operations is software-dependent and increasingly influenced by AI.
Quoted from the business section of this company’s 10-K filed February 13, 2026. Read the filing
General research only. Not personalized advice. Public filings may be delayed, amended, incomplete, or reflect positions that have changed since the reporting date.
