JFrog Rides Cloud Surge Despite Cautious Outlook

Jfrog Ltd. ((FROG)) has held its Q1 earnings call. Read on for the main highlights of the call.

JFrog’s latest earnings call painted a distinctly upbeat picture, as management highlighted rapid cloud adoption, sticky customer relationships and expanding margins. While executives acknowledged uncertainties around converting usage-based overages into longer-term contracts and flagged slower on‑prem growth and competitive AI risks, they argued that strong cash generation and product innovation more than offset those concerns.

Total Revenue Growth

JFrog opened the quarter with a strong top line, reporting Q1 revenue of $154.0 million, up 26% year over year and above the high end of guidance on every metric. Management emphasized that this broad-based outperformance reflects healthy demand across the platform, particularly as customers consolidate DevOps and security workflows on JFrog’s software supply chain stack.

Cloud Revenue Acceleration

Cloud remained the star of the show, with revenue reaching $78.9 million, up 50% from a year ago and now representing 51% of total revenue versus 43% previously. This marked the first quarter in which cloud surpassed on‑prem contributions, underscoring a structural shift toward SaaS consumption that management believes will drive higher growth and predictability over time.

Enterprise Subscription Expansion

Enterprise Plus subscriptions continued to gain traction, contributing 58% of overall revenue compared with 55% a year earlier. Revenue from Enterprise Plus grew 33% year over year, signaling that larger customers are increasingly standardizing on JFrog’s higher-tier offerings to manage complex software pipelines, security policies and compliance requirements at scale.

Large Customer Momentum

The company’s customer base is not only expanding but getting more valuable, as accounts spending more than $1 million climbed to 80 from 54, a 48% increase. Customers spending more than $100,000 rose to 1,225 from 1,051, or 17% growth, highlighting JFrog’s success in deepening wallet share as organizations mature their software delivery and security practices.

Retention Metrics Strengthen

Retention trends remained a bright spot, with trailing four‑quarter net dollar retention reaching 120%, up four points year over year and one point sequentially. Gross retention stood at 97% in Q1, suggesting minimal customer churn and reinforcing management’s narrative that once organizations embed JFrog into their software supply chain, they tend to expand usage over time.

Improving Margins and Profitability

Profitability improved meaningfully as JFrog scaled, with gross profit of $129.0 million translating to a gross margin of 83.8%, up from 82.5% a year ago. Operating profit reached $32.9 million for a 21.4% operating margin versus 17.4% last year, helped by non‑GAAP operating expenses falling to 62% of revenue compared with 65% previously.

Strong Cash Flow and Balance Sheet

The business continued to convert earnings into cash, generating $38.4 million in operating cash flow and $37.3 million in free cash flow, a 24.2% margin versus 23% last year. Cash and short‑term investments rose to $741.2 million from $704.4 million, giving JFrog ample financial flexibility to fund innovation, potential acquisitions and shareholder returns.

Order Book and Capital Return

Remaining performance obligations reached $574.9 million, up 36% year over year, signaling a growing backlog of contracted revenue even before usage overages are captured. In a notable milestone for shareholders, the company also announced its first‑ever $300 million share repurchase authorization, underscoring confidence in long‑term prospects and the strength of its balance sheet.

Product and Ecosystem Innovation

On the product front, JFrog unveiled the MCP Registry and Skills Registry, positioning them as generally available innovations tailored to AI-era software delivery. A partnership with NVIDIA, which includes integrating the Skills Registry into NVIDIA’s AI blueprint, aims to help customers manage AI artifacts, models, agent skills and MCP servers in a unified, secure manner.

Raised Cloud Baseline Outlook

Given the momentum in SaaS adoption, management raised its baseline outlook for cloud growth to a range of 33% to 35% for the full year. The company also set a net dollar retention floor of 118% heading into 2026, signaling confidence that existing customers will continue to expand their spend even as the platform matures.

Usage Over Commitments and Guidance Risk

Executives cautioned that a significant portion of Q1 cloud outperformance came from usage above contractual minimums, which is not yet reflected in committed annual recurring revenue. Because guidance excludes these overages until they are converted into formal commitments, JFrog faces timing risk in when high usage translates into recognized revenue.

Conservative Full-Year Growth Outlook

Despite the strong start to the year, full‑year 2026 revenue guidance of $628 million to $632 million implies roughly 18.5% growth at the midpoint, well below the current 26% pace. This gap suggests either an expected deceleration as comparisons toughen and usage normalizes, or a deliberately conservative stance as management waits for overage conversions and macro visibility to improve.

On-Prem / Self-Managed Growth Lagging

Not all segments are growing equally, as self‑managed and on‑prem revenue reached $75.1 million, up only 8% from a year ago, far behind the cloud trajectory. Management noted ongoing migration dynamics, with some customers in transition and others cautiously balancing on‑prem workloads with new cloud experiments, creating near-term friction on the legacy side of the business.

Customer Hesitancy to Commit

A key theme was customer hesitancy to immediately lock in higher annual commitments, even as they run experiments and absorb cloud overages. JFrog attributed this to finance leaders seeking better predictability and control before formalizing larger contracts, which elongates the sales cycle and can delay the conversion of strong usage trends into contracted ARR.

RPO and Over-Usage Exposure

Management emphasized that the 36% year‑over‑year growth in remaining performance obligations does not include benefits from cloud usage above committed minimums. As a result, the reported backlog understates emerging upside from customers whose actual consumption already exceeds contractual levels, creating a latent revenue pool that could be unlocked as deals are renegotiated.

Competitive and Market Risks

The call also acknowledged competitive and technological risks stemming from large language model vendors and evolving tooling around binaries, scanning and security workflows. While management downplayed immediate threats, they conceded that rapidly changing AI capabilities could encroach on parts of JFrog’s scanning and security stack, requiring continued innovation and differentiation.

Impact of Supply-Chain Attacks

Frequent software supply‑chain attacks were cited as a double‑edged sword, boosting customer urgency to secure binaries and pipelines while also creating reactive cycles that strain security operations. JFrog views this environment as a long‑term tailwind for its platform, but it also means heightened expectations on scalability, resilience and responsiveness from existing clients.

Forward-Looking Guidance and Outlook

Looking ahead to Q2, JFrog guided revenue to a range of $154 million to $156 million, with non‑GAAP operating profit of $28 million to $30 million and diluted EPS of $0.23 to $0.25. For the full year, management expects revenue between $628 million and $632 million, non‑GAAP operating income of $112 million to $116 million and EPS of $0.93 to $0.97, underpinned by raised cloud growth targets, a net dollar retention floor and gross margin ambitions of 82% to 83%.

JFrog’s earnings call ultimately blended strong execution with measured caution, as rapid cloud growth, expanding margins and robust cash flow were balanced against contract conversion risk and technological competition. For investors, the key takeaway is that the company’s cloud and enterprise momentum appears firmly intact, yet the pace at which usage turns into committed revenue will likely determine how long today’s growth rates can be sustained.