Larger enterprise customers appear to be leaning into JFrog's software supply chain platform as AI and security needs become more complex. Cloud revenue climbed 45% to $243.3M and $1M+ ARR customers rose to 74, positioning JFrog as a mission-critical platform for modern software delivery aligned with AI-driven development workflows.
Cyborg Score Rationale
JFrog reported robust year-on-year revenue growth of 25.2%, with $145.3 million of revenue topping Wall Street estimates by 5.2%. Its non-GAAP profit of $0.22 per share was 16.2% above analysts' consensus estimates. However, profitability remains challenged with execution risks in a competitive landscape.
Top Insights
Cloud revenue growing 45% YoY and now represents $243.3M of total revenue, with $1M+ ARR customers expanding 42% annually
Recently beat Q4 2025 earnings with 25.2% revenue growth and raised 2026 guidance to $623M-$628M, above analyst expectations
Trading at reasonable valuation multiples (13.8x P/S) relative to premier peers despite sustained 20%+ growth trajectory
Positioned as infrastructure layer for AI-powered software development with expanding security and compliance offerings
Named Competitors
GitLab — DevOps platform with CI/CD and source control
GitHub — Developer platform with Actions and security features
Azure DevOps — Cloud-based DevOps services and CI/CD
Recent Developments
(February 2026) Q4 2025 earnings beat with 25.2% revenue growth and non-GAAP EPS of $0.22 vs. $0.19 estimates
(February 2026) FY2025 total revenue of $531.8M (24% growth) with cloud revenue up 45% and 2026 guidance of $623M-$628M
(January 2026) Genefa Murphy appointed as Chief Marketing Officer to strengthen go-to-market execution
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