JFrog's (FROG) Q4 is poised to see another "solid" quarter of broad-based Artifactory consumption and security cross-sell, with a steady net revenue retention of 118% and 3% to 4% revenue upside to consensus expected, Oppenheimer said in a Wednesday note.

Looking ahead, Oppenheimer said it expects a conservative initial 2026 guidance, noting a reset of over-commitment usage to contracted levels and large-deal timing uncertainty.

Such an approach could put JFrog's initial full-year guidance modestly below to inline with Wall Street projections, Oppenheimer said, adding that it sets the stage for upward revisions later.

Furthermore, Oppenheimer views artificial intelligence as a strong driver of 2026 Artifactory consumption and said that the company's enterprise sales motion also continues to ramp up, driving cross-sell particularly for the security segment.

The firm rated JFrog as outperform with a $75 price target.

JFrog is scheduled to report its Q4 results on Feb. 12.

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