JFrog Ltd. provides a software supply chain platform in the United States, Israel, India, and internationally. Its offerings include JFrog Artifactory, a package repository for storing, updating, and managing software packages; JFrog Curation, which controls package admission from open source or public repositories; JFrog Xray for scanning Artifactory to secure packages; and JFrog Advanced Security and JFrog Runtime Security as optional add-ons for select subscriptions. The company also offers JFrog ML for data science and MLOps teams, JFrog AI Catalog for governing AI technologies, JFrog AppTrust for application risk governance, JFrog Distribution for software package distribution, and JFrog Connect for managing IoT device fleets. Subscription options include JFrog Pro, JFrog Pro X, JFrog Enterprise X, and JFrog Enterprise Plus. It serves technology, financial services, retail, healthcare, and telecommunications organizations. JFrog Ltd. was incorporated in 2008 and is headquartered in Sunnyvale, California, with an additional office in Netanya, Israel.
JFrog's AI-era cloud and security demand drives raised guidance and new product push
▲
Q2 beat and raised full-year guidance JFrog reported Q2 revenue up 29% to $163.8 million and adjusted EPS up 50% to $0.27, both above estimates. Cloud revenue jumped 53% and now makes up 53% of total revenue. Management raised full-year revenue guidance to about $650 million, up from $630 million. The stock jumped as much as 15.9% on the news.
This is the core new financial event that directly lifted the stock and reset growth expectations.
▲
AI-driven cloud and security demand fuels guidance raise JFrog said accelerating demand for its cloud and security offerings amid AI-driven software development drove the raised outlook. Customers spending over $1 million in annual recurring revenue surged 59%. The company is positioning itself at the center of securing AI-era software supply chains, with its swampUP 2026 conference featuring AI and security leaders from Anthropic, Microsoft, and NVIDIA.
It explains the demand driver behind the guidance raise and shows the AI connection that matters for future growth.
▲
New Traffic Controller product with Zscaler, Cloudflare, Netskope JFrog launched Traffic Controller, a network-edge security solution integrated with Zscaler, Cloudflare, and Netskope. It routes package downloads through JFrog Artifactory and inspects them for security, license, and quality issues, blocking malicious packages. This comes as malicious packages surged 451% year over year, yet only 40% of organizations can detect them. The product expands JFrog's security reach and partner ecosystem.
It is a new product that opens a larger security market and strengthens JFrog's competitive position.
◆
AI fears still weigh on software stocks Earlier in the period, JFrog and other software names fell as investors worried AI agents could erode traditional subscription models. That fear hit the whole sector after Accenture cut its outlook. But JFrog later overcame those concerns, with cloud revenue rising 50% year over year as customers used AI coding agents, and Wasatch highlighted JFrog as a top contributor, citing defensible moats.
It is the main counterweight: AI disruption fear remains a real risk even as JFrog's results show AI is currently helping demand.
Q3 2026
▲3
JFrog's AI-era cloud and security demand drives raised guidance and new product push
▲
Q2 beat and raised full-year guidance JFrog reported Q2 revenue up 29% to $163.8 million and adjusted EPS up 50% to $0.27, both above estimates. Cloud revenue jumped 53% and now makes up 53% of total revenue. Management raised full-year revenue guidance to about $650 million, up from $630 million. The stock jumped as much as 15.9% on the news.
This is the core new financial event that directly lifted the stock and reset growth expectations.
▲
AI-driven cloud and security demand fuels guidance raise JFrog said accelerating demand for its cloud and security offerings amid AI-driven software development drove the raised outlook. Customers spending over $1 million in annual recurring revenue surged 59%. The company is positioning itself at the center of securing AI-era software supply chains, with its swampUP 2026 conference featuring AI and security leaders from Anthropic, Microsoft, and NVIDIA.
It explains the demand driver behind the guidance raise and shows the AI connection that matters for future growth.
▲
New Traffic Controller product with Zscaler, Cloudflare, Netskope JFrog launched Traffic Controller, a network-edge security solution integrated with Zscaler, Cloudflare, and Netskope. It routes package downloads through JFrog Artifactory and inspects them for security, license, and quality issues, blocking malicious packages. This comes as malicious packages surged 451% year over year, yet only 40% of organizations can detect them. The product expands JFrog's security reach and partner ecosystem.
It is a new product that opens a larger security market and strengthens JFrog's competitive position.
◆
AI fears still weigh on software stocks Earlier in the period, JFrog and other software names fell as investors worried AI agents could erode traditional subscription models. That fear hit the whole sector after Accenture cut its outlook. But JFrog later overcame those concerns, with cloud revenue rising 50% year over year as customers used AI coding agents, and Wasatch highlighted JFrog as a top contributor, citing defensible moats.
It is the main counterweight: AI disruption fear remains a real risk even as JFrog's results show AI is currently helping demand.
News & notes movingFROG
United States
Cybersecurity & Digital Trust▲
JFrog Launches Zero-Touch Remediation with Security Partners
JFrog Ltd. (Nasdaq: FROG) has introduced JFrog Zero-Touch Remediation, a new capability that automatically finds and applies the best available fix for known vulnerabilities through a customer's pipeline without human intervention, and announced initial partners in its Self-Healing Software Supply Chain Security Ecosystem, including Broadcom, Chainguard, Echo, IBM/Red Hat, Moderne, TuxCare, and Seal Security. The system leverages JFrog Artifactory as a single source of truth to consume partner fixes natively, apply policy-compliant versions, and attest every action via JFrog AppTrust, collapsing remediation SLAs from weeks to minutes. Zero-Touch Remediation is available immediately as part of JFrog Unified Security, and JFrog plans to demonstrate it at swampUP 2026 in New York.
Cybersecurity & Digital Trust › Data Security & Cyber Resilience ▲Technology
FROG · Technology · Positive JFrog launched Zero-Touch Remediation, a new product capability that automatically applies vulnerability fixes through the pipeline.
Musk Predicts AI Will Outperform Human Hackers by Late 2027
Elon Musk predicts that artificial intelligence will outperform human security experts at hacking by late 2027, a warning that could accelerate cybersecurity spending. The forecast gives corporate security teams roughly 16 months to prepare for systems that can discover and exploit vulnerabilities faster than humans. Recent developments support this shift: JFrog patched a critical vulnerability in its Artifactory platform with a 9.8 severity score, and OpenAI model testing identified nine zero-day flaws in Artifactory during July evaluations. Other tech leaders, including Vercel's CEO and CTO and Coinbase's CEO, have issued similar warnings. For investors, Musk's timeline strengthens the case for cybersecurity companies that automate threat detection and response, and a major AI-enabled cyberattack could sharply increase demand across the sector.
JFrog Launches Traffic Controller with Zscaler, Cloudflare, Netskope
JFrog Ltd. has introduced the JFrog Traffic Controller, a new solution integrated with Zscaler, Cloudflare, and Netskope to enforce software supply chain security at the network edge, ensuring all package downloads flow through JFrog Artifactory as the single source of truth. The company's 2026 State of the Union report revealed a 451% surge in malicious packages year over year, reaching over 171,000 unique instances, yet only 40% of organizations have detection capabilities. The Traffic Controller reroutes outbound package requests through JFrog Curation, which inspects each package against security, license, and quality policies, blocking malicious ones and serving safe approved versions automatically. Available immediately, the solution supports Zscaler Internet Access, Cloudflare Gateway, and Netskope One SSE, with additional SASE partners expected to follow. JFrog CEO Shlomi Ben Haim emphasized that the goal is to provide a universal control point without disrupting developer workflows, and the company will showcase the solution at swampUP 2026 in New York from September 1-3.
JFrog reported second-quarter results that beat Wall Street expectations and raised its full-year guidance. Revenue came in at $163.8 million, up 28.7% year over year and above analyst estimates of $155.6 million, while adjusted EPS of $0.27 beat the $0.24 consensus. The company lifted its full-year revenue guidance to $650 million at the midpoint from $630 million and raised its adjusted EPS guidance to $0.98 at the midpoint. Management attributed the strong performance to rapid cloud adoption driven by AI development tools and increased demand for integrated security solutions. During the earnings call, analysts focused on the impact of recent AI-discovered vulnerabilities and high-profile open source security incidents, with CEO Shlomi Ben Haim emphasizing rapid remediation and a potential shift toward cloud as customers reassess security postures.
JFrog stock surges on strong quarterly earnings and raised guidance
JFrog shares jumped as much as 15.9% on Friday after the company reported second-quarter results that beat analyst expectations and raised its full-year revenue forecast. Revenue climbed 29% year over year to $163.8 million, while adjusted earnings per share rose 50% to $0.27, exceeding consensus estimates of $155.64 million and $0.24 respectively. Cloud revenue grew 53% to $87.5 million, now representing 53% of total revenue, and the number of customers spending over $1 million in annual recurring revenue surged 59%. Management lifted its full-year revenue guidance to a midpoint of $650 million, up from the prior $630 million outlook.
JFrog Overcomes AI Concerns to Become Top Contributor in Wasatch Small Cap Growth Strategy
JFrog Ltd. was the top contributor to the Wasatch Small Cap Growth Strategy in the second quarter of 2026, according to the strategy's investor letter. The company, which provides a software supply chain platform, had been caught in a broader selloff of software stocks due to AI concerns, but Wasatch believes JFrog has defensible moats and will benefit from AI as it accelerates code generation and increases dependencies moving through the development pipeline. JFrog reported quarterly earnings and revenue that topped consensus estimates and raised its 2026 earnings guidance, with management noting that quarterly cloud revenue rose 50% year over year in the first quarter, driven by demand from customers leveraging AI coding agents. The stock closed at $80.16 per share on July 24, 2026, with a one-month return of negative 11.02% and a 52-week gain of 87.95%, giving it a market capitalization of $9.70 billion. The strategy underperformed the Russell 2000 Growth Index, which gained 25.71%, as its disciplined focus on higher-quality businesses caused it to trail the benchmark, though several AI-related holdings contributed positively.
Cloud & Digital Infrastructure › Observability & DevOps Competition
Artificial Intelligence › AI Applications & Copilots Competition
FROG · Demand · Positive Quarterly cloud revenue rose 50% YoY driven by demand from customers leveraging AI coding agents, and earnings/revenue topped consensus with raised guidance.
JFrog Initiated with Buy at Benchmark, UBS Raises Price Target to $110
JFrog Ltd. was initiated with a Buy rating and a $100 price target at Benchmark on June 25, 2026, while UBS raised its price target to $110 from $92 and maintained a Buy rating on July 2, 2026. Benchmark highlighted that AI-assisted development is increasing software output and complexity, positioning JFrog's artifact-centric software supply chain platform to benefit. UBS analyst Radi Sultan noted the setup remains highly attractive and expects meaningful upward estimate revisions driven by strong demand and limited competitive pressure. JFrog, founded in 2008, provides a software supply chain management platform centered on its JFrog Artifactory system.
JFrog Added to Broad Suite of FTSE Russell Indexes, Shares Rise 5.9%
JFrog Ltd. was added to a broad suite of FTSE Russell indexes on 27 June 2026, including the Russell 2000, Russell 2500, Russell 3000, and related growth and small-cap benchmarks, expanding its presence across key institutional reference indices. The inclusion can increase JFrog's visibility with index-tracking funds and institutional investors, potentially deepening its shareholder base and liquidity over time. The company's investment narrative projects $905.0 million revenue and $109.6 million earnings by 2029, requiring 17.1% yearly revenue growth and a $171.2 million earnings increase from negative $61.6 million today. Simply Wall St's fair value estimate for JFrog is $83.15, representing a 5% downside to its current price, while community fair value estimates range from roughly $59 to $85 per share.
JFrog Touted for Cash Flow, Pilgrim’s Pride and Rockwell Automation Flagged
StockStory highlights JFrog as a cash-producing stock with impressive fundamentals, while advising caution on Pilgrim’s Pride and Rockwell Automation. JFrog boasts a trailing 12-month free cash flow margin of 26.9% and 23.7% annual recurring revenue growth, giving it ample capital deployment options. Pilgrim’s Pride, with a free cash flow margin of just 2.9%, faces stiff competition and shrinking margins, while Rockwell Automation’s 15.2% free cash flow margin is overshadowed by sluggish projected sales growth of 4.1% and eroding returns on capital. JFrog trades at 14 times forward price-to-sales, Pilgrim’s Pride at 8.3 times forward earnings, and Rockwell Automation at 33.6 times forward earnings.
Shares of nCino, JFrog, and Guidewire Software fell sharply in afternoon trading as a broader selloff hit the software sector, driven by fears that AI agents will erode traditional subscription models. nCino dropped 2.4%, JFrog fell 3.3%, and Guidewire Software declined 4.2%. The declines followed a nearly 6% drop in Alphabet and a slip in Microsoft, with the market extending concerns from Accenture's near-20% single-day plunge last week after it cut its growth outlook and cited AI compressing demand for IT services. Guidewire Software, which is down 45.4% year-to-date and trading 60.9% below its 52-week high, was also pressured by the release of new Anthropic AI models and geopolitical tensions after a US Apache helicopter went down near Oman.
Software Development Stocks Post Strong Q1, Led by Datadog
Software development stocks reported a strong first quarter, with the 12 companies tracked by StockStory beating revenue estimates by 2.9% on average and next-quarter guidance coming in 1.4% above expectations. Datadog was the standout, reporting revenues of $1.01 billion, up 32.2% year on year and 4.9% above estimates, while adding 240 enterprise customers paying more than $100,000 annually to reach 4,550. GitLab posted revenues of $264.2 million, up 23.1% year on year and 3.9% above estimates, but its stock fell 16.7% after EPS guidance for next quarter missed significantly. JFrog reported revenues of $154 million, up 25.8% year on year and 4.4% above estimates, and its stock rose 47.5%. F5 delivered revenues of $811.7 million, up 11% year on year and 3.7% above estimates, with its stock gaining 25.4%. Akamai was the slowest, with revenues of $1.07 billion, up 5.8% year on year and in line with estimates, but its stock still rose 7.1%.
JFrog Stock Surges 23.5% on Strong Recurring Revenue and Cash Flow
JFrog shares have climbed 23.5% over the past six months to $84.13, outpacing the S&P 500 by 14.5 percentage points. The company’s annual recurring revenue reached $615.2 million in the first quarter, with year-on-year growth averaging 23.7% over the last four quarters. JFrog recovers customer acquisition costs in 29.1 months and posted a trailing free cash flow margin of 26.9%, highlighting efficient operations and strong cash generation. The stock currently trades at 15.1 times forward price-to-sales.