Credibility Index › JFrog (FROG) › Q4'25

JFrog (FROG) Q4'25 Earnings Call

Management-credibility review · call February 12, 2026
B+
Overall grade
B
Financial quality
The sleeper story is security becoming the real growth engine (16% of RPO, up 400 bps) while everyone obsesses over AI fluff. Cloud growth actually decelerated 800 bps despite all the 'tsunami of binaries' talk, and management guides it down to 30-32% for 2026. The binding constraint is customer uncertainty about AI workload placement - they want cloud elasticity but fear unpredictable costs, creating a timing mismatch. Most telling quote: 'We will continue to provide guidance based on customers' annual commitment and proactively de-risk exposures to volatile user-driven deals.' Translation: AI consumption is too unpredictable to bet on. My view changes if they start disclosing actual AI consumption metrics (binary creation rates, storage utilization) or security attach rates return to Q3 granularity levels.

The 30-second version

What changed this quarter

MetricPriorThis quarter
Total Revenue$136.9M (+26% YoY)$145.3M (+25% YoY)
Cloud Revenue$63.4M (+50% YoY)$70.2M (+42% YoY)
Cloud as % of Revenue46%48%
Self-Managed Revenue$73.5M (+10% YoY)$75.1M
Enterprise+ Revenue %56%57%
Security Core % of RevenueNot disclosed7%
Security Core % of RPO12%16%
Net Dollar Retention118%119%

Accountability tracked

8 new promises made4 narrative shifts flagged6 prior promises graded
Inside the full report
The complete write-up covers the full promise ledger with kept/missed calls, disclosure-quality scoring, the metrics-vanished check, verification items, and the questions to ask next quarter.
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Other FROG quarters: Q1'25 · Q2'25 · Q3'25 · Q1'26
Full FROG credibility scorecard →
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Grades, kept-promise rates, and flags on this site reflect the author's opinion, applying a stated methodology to statements management made on public earnings calls. Informational and educational purposes only - not investment advice, a recommendation, or an offer to buy or sell any security. Sources believed reliable but not guaranteed; the author may hold positions in the securities discussed.