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Sifting through countless of stocks in the Software industry can be tedious, and sometimes two stocks are just too similar to judge which is the better investment. If you’re on the fence about investing in JFrog Ltd. or Pagaya Technologies Ltd. because you’re not sure how they measure up, it’s important to compare them on a few factors before making your decision.
Read on to learn how JFrog Ltd. and Pagaya Technologies Ltd. compare based on key financial metrics to determine which better meets your investment needs.
About JFrog Ltd. and Pagaya Technologies Ltd.
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.
Pagaya Technologies Ltd., a product-focused technology company, deploys data science and proprietary artificial intelligence-powered technology for financial services and other service providers, their customers, and asset investors in the United States, Israel, and the Cayman Islands. The company develops and implements proprietary artificial intelligence technology and related software solutions to assist partners to originate loans and other assets. Its partners include financial technology companies, incumbent banks and financial institutions, auto finance providers, and residential real estate service providers. The company was incorporated in 2016 and is headquartered in New York, New York.
Latest Software and JFrog Ltd., Pagaya Technologies Ltd. Stock News
As of July 17, 2025, JFrog Ltd. had a $4.7 billion market capitalization, compared to the Software median of $1.2 million. JFrog Ltd.’s stock is up 39.7% in 2025, up 3.2% in the previous five trading days and up 10.7% in the past year.
Currently, JFrog Ltd. does not have a price-earnings ratio. JFrog Ltd.’s trailing 12-month revenue is $450.6 million with a -17.5% net profit margin. Year-over-year quarterly sales growth most recently was 22.0%. Analysts expect adjusted earnings to reach $0.692 per share for the current fiscal year. JFrog Ltd. does not currently pay a dividend.
As of July 17, 2025, Pagaya Technologies Ltd. had a $2.2 billion market cap, putting it in the 59th percentile of all stocks. Pagaya Technologies Ltd.’s stock is up 241.2% in 2025, up 37.8% in the previous five trading days and up 111.18% in the past year.
Currently, Pagaya Technologies Ltd. does not have a price-earnings ratio. Pagaya Technologies Ltd.’s trailing 12-month revenue is $1.1 billion with a -34.6% net profit margin. Year-over-year quarterly sales growth most recently was 18.2%. Analysts expect adjusted earnings to reach $2.411 per share for the current fiscal year. Pagaya Technologies Ltd. does not currently pay a dividend.
How We Compare JFrog Ltd. and Pagaya Technologies Ltd. Stock Grades
Stock evaluation requires access to huge amounts of data and the knowledge and time to sift through it all, make sense of financial ratios, read income statements and analyze recent stock movements. AAII created A+ Investor, a robust data suite that condenses data research in an actionable and customizable way suitable for investors of all knowledge levels, to help investors streamline and work through such data.
AAII’s proprietary stock grades come with A+ Investor. These offer intuitive A‐F grades for each of five key investing factors: value, growth, momentum, earnings estimate revisions and quality. Here, we’ll take a closer look at JFrog Ltd. and Pagaya Technologies Ltd.’s stock grades to see how they measure up against one another.
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