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    JFrog (FROG) Draws Fresh Attention On AI Security Demand And An Undervalued Narrative

    Simply Wall St·10/10/2026 17:41:11
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    Recent interest in JFrog (FROG) has been sparked by a favorable Zacks Rank #2 and a narrative that views the stock as undervalued, linked to a rising focus on AI driven software supply chain security.

    Recent trading has been brisk, with JFrog’s share price gaining 5.12% in the last session and a 30 day share price return of 17.08%. Its year to date share price return of 71.61% and 1 year total shareholder return of 122.19% indicate that momentum is building rather than fading.

    Scan other software security and AI plays showing similar momentum by reviewing our hand picked list of 39 profitable AI stocks that aren't just burning cash alongside JFrog.

    After a 1-year total return above 100% and a share price close to analyst targets, JFrog now trades at what some see as a discount while others see unfinished questions about profitability. Which side has the stronger case?

    Most Popular Narrative: 9% Undervalued

    On the most followed narrative, JFrog’s fair value of $112 sits above the latest close at $102.23. This frames the current enthusiasm as still leaving some upside according to that view.

    Growing regulatory and industry focus on software supply chain security, as well as rising threats from new AI/ML development patterns (such as code assistants and MCP servers), are catalyzing customer consolidation around unified DevSecOps solutions. JFrog's security portfolio is seeing accelerating adoption, leading to higher attach rates, cross-sell, and expansion of net dollar retention and operating margin over time.

    See why 16 investors see JFrog as 9% undervalued.

    Result: Fair Value of $112 (UNDERVALUED)

    Still, that bullish JFrog narrative can break quickly if large enterprise contracts are delayed or if security rivals pressure pricing power and deal sizes.

    Find out about the key risks to this JFrog narrative.

    Another View: JFrog Looks Expensive On Sales

    That 9% upside narrative leans on future earnings. A simple P/S check paints a very different picture for JFrog. The stock trades around 21x sales compared with 6.2x for peers, 3.9x for the wider US Software group, and a fair ratio estimate of 7.9x, which points to meaningful valuation risk if sentiment cools.

    For investors weighing whether this premium is justified by future execution or AI optimism, the detailed ratio work in the See what the numbers say about this price — find out in our valuation breakdown.

    NasdaqGS:FROG P/S Ratio as at Oct 2026
    NasdaqGS:FROG P/S Ratio as at Oct 2026

    Next Steps

    Mixed signals around JFrog are clear, with strong price momentum on one side and valuation questions on the other. It makes sense to review the underlying data yourself before sentiment shifts. To see how the trade off between upside potential and the issues investors worry about stacks up, start with the 1 key reward and 2 important warning signs

    Looking for more ideas beyond JFrog?

    Do not stop with JFrog. Broaden your watchlist now by scanning focused stock shortlists built from hard numbers instead of hype, while these ideas are still under the radar.

    This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.