FROG

Technology

JFrog Ltd. · Software - Application · $9B

UQS Score — Balanced Preset
36.1
Below Average

JFrog Ltd. scores 36.1/100 using the Balanced preset.

UQS vs Technology Sector
FROG
36.1
Sector avg
38.0
Quality
Weak
Moat
Weak
Growth
Neutral
Risk
Neutral
Valuation
Elevated

What is JFrog Ltd.?

JFrog Ltd. is a DevOps platform company headquartered in Sunnyvale, California. Its tools help software teams manage, secure, and distribute software packages across the entire development lifecycle.

JFrog generates revenue by licensing and providing cloud-based access to its suite of DevOps tools. Organizations pay for subscriptions that cover software artifact management, continuous delivery pipelines, security scanning, and enterprise distribution. The platform serves technology, financial services, retail, healthcare, and telecommunications customers who need reliable, scalable software supply chain workflows. Tiered product plans allow customers to expand usage as their development operations grow.

JFrog was incorporated in 2008 and is headquartered in Sunnyvale, California.

  • JFrog Artifactory — universal package repository for storing and managing software artifacts
  • JFrog Xray — security and compliance scanning integrated with Artifactory
  • JFrog Pipelines — CI/CD automation for orchestrating software delivery
  • JFrog Distribution — enterprise-grade software package distribution at scale
  • JFrog Connect — IoT device management and remote software update solution

Is FROG a Good Stock to Buy?

UQS Score rates FROG as Below Average overall.

Among the five pillars, Growth and Risk both land at Neutral, suggesting the business is expanding at a pace that is neither exceptional nor declining, while financial risk exposure sits near the middle of the spectrum for its peer group. Valuation is also Neutral, meaning the stock is not obviously cheap or stretched relative to fundamentals.

The Quality and Moat pillars are both rated Weak, indicating that profitability characteristics and competitive differentiation currently fall below what UQS considers a high-quality business profile.

Pro members can view the exact pillar breakdown and the underlying financial metrics driving each score. Sign up free →

Past performance does not guarantee future results. UQS Score is based on fundamental data and is not a buy/sell recommendation.

Does FROG pay dividends?

No — JFrog Ltd. does not currently pay a dividend.

JFrog does not currently pay a dividend. As a growth-oriented software company, it reinvests available capital into product development, sales expansion, and platform infrastructure rather than returning cash to shareholders through distributions. Investors seeking income from this position would need to look elsewhere.

When does FROG report earnings?

JFrog reports earnings on a quarterly cadence, consistent with standard practice for US-listed technology companies.

Revenue growth has remained in positive territory, though profitability metrics reflect the ongoing investment phase typical of mid-cap DevOps software businesses. The company's shift toward cloud-based subscription revenue continues to shape its financial trajectory.

For the most recent quarter's results and upcoming reporting dates, visit JFrog's official investor relations page.

FROG Price History

+10.4% over 5Y

Monthly close, adjusted for stock splits and dividend reinvestment.

Return Calculator

What if I invested in JFrog Ltd.?

$
Today it would be worth
$9,652
That's a -3.5% total return, or -0.7% annualized.

Based on JFrog Ltd.'s historical closing prices, adjusted for stock splits and dividend reinvestment. Past performance does not guarantee future results. This is for informational purposes only and is not financial advice.

FROG Long-term Outlook

JFrog's Neutral Growth pillar suggests the business is on a moderate expansion path — not accelerating sharply, but not stalling either. The Neutral Risk profile indicates the company is not carrying outsized balance sheet or operational risk relative to peers. However, the Weak Quality and Moat ratings signal that sustaining long-term margin improvement and defending market share remain meaningful challenges. The Neutral Valuation suggests the market has largely priced in the current fundamental picture.

Growth drivers

  • Continued enterprise adoption of cloud-native DevOps and software supply chain tools
  • Expansion of security-focused offerings like JFrog Xray as software compliance demands grow
  • Upsell potential within existing customers through higher-tier subscription plans

Key risks

  • Weak Moat rating reflects competitive pressure from larger platform vendors in the DevOps space
  • Weak Quality pillar points to ongoing challenges converting revenue growth into durable profitability
  • Neutral Valuation leaves limited margin of safety if growth expectations are not met

FROG vs Peers

JFrog operates in a competitive software and cloud services landscape alongside companies that serve adjacent enterprise technology needs.

KCSimilar UQS
Kingsoft Cloud Holdings Limited

Kingsoft Cloud focuses on cloud infrastructure services primarily in China, serving a geographically distinct market from JFrog's global DevOps platform.

SRADFROG scores lower
Sportradar Group AG

Sportradar operates in sports data and technology, representing a different end-market but a comparable mid-cap software subscription business model.

PCTYFROG scores lower
Paylocity Holding Corporation

Paylocity delivers cloud-based HR and payroll software, sharing JFrog's SaaS delivery model while targeting human capital management rather than developer tooling.

Frequently Asked Questions

What does JFrog do?

JFrog provides a DevOps platform that helps software teams store, secure, and distribute software packages. Its tools cover the full software supply chain — from artifact management and continuous delivery pipelines to security scanning and IoT device updates. Customers range from technology companies to healthcare and financial services organizations.

Does FROG pay dividends?

JFrog does not pay a dividend. The company reinvests its resources into growing its platform and expanding its customer base rather than distributing cash to shareholders. Investors focused on dividend income would need to consider other options.

When does FROG report earnings?

JFrog follows a standard quarterly earnings cadence for US-listed companies. The company does not pre-announce specific dates far in advance. For the most current schedule, check JFrog's investor relations page directly.

Is FROG a good stock to buy?

UQS Score rates FROG as Below Average, driven by Weak scores on the Quality and Moat pillars. Growth, Risk, and Valuation all sit at Neutral. Whether that profile fits your portfolio depends on your own investment criteria. The full pillar breakdown is available to Pro members.

Is FROG overvalued?

The UQS Valuation pillar for FROG is rated Neutral, suggesting the stock is neither clearly cheap nor obviously expensive relative to its fundamentals at the time of scoring. Valuation assessments can shift with earnings results and market conditions, so reviewing the full metrics is worthwhile.

How does FROG compare to its competitors?

JFrog's UQS profile can be compared against peers like Kingsoft Cloud, Sportradar, and Paylocity on the UQS platform. Each company carries its own pillar ratings across Quality, Growth, Moat, Risk, and Valuation, allowing a structured side-by-side view rather than relying on surface-level metrics alone.

What is FROG's market cap bracket?

JFrog is classified as a mid-cap company. Mid-cap technology stocks often balance growth potential with more established operations than smaller peers, though they can still carry meaningful volatility relative to large-cap software names.

Who founded JFrog?

JFrog was founded by Shlomi Ben Haim, Yoav Landman, and Fred Simon. The company was incorporated in 2008 and has grown from a developer-focused tool into a broader enterprise DevOps platform. Its headquarters are in Sunnyvale, California.

Is FROG a long-term quality investment?

As a long-term quality indicator, FROG's Below Average UQS Score — anchored by Weak Quality and Moat ratings — suggests the business has not yet demonstrated the durable competitive advantages and profitability characteristics that UQS associates with high-quality long-term holdings. That picture could change as the company matures.

What is the main competitive advantage of JFrog?

JFrog's platform approach — integrating artifact management, security scanning, and distribution in one ecosystem — creates workflow stickiness for enterprise development teams. However, the UQS Moat pillar currently rates this advantage as Weak, reflecting competitive pressure from larger vendors offering overlapping capabilities.

What sector does FROG belong to?

JFrog operates in the Technology sector, specifically within enterprise software and DevOps tooling. It competes for budget alongside other developer productivity and software supply chain platforms targeting mid-to-large enterprise customers.

Is FROG a growth stock or value stock?

Based on its UQS profile, FROG sits in an in-between position. The Growth pillar is Neutral — not a high-velocity grower by UQS standards — and the Valuation pillar is also Neutral, so it does not screen as a deep-value opportunity either. Pro members can see the detailed metrics behind both labels.

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Pro Analysis

FROG — Score History

2530354045Apr 2Apr 12Apr 22May 2May 12May 22May 24v5
Score changes· 21 most recent
DateUQSQualityMoatGrowthRiskValueChange
May 22, 202636.011.234.054.255.336.90.0
May 21, 202636.011.234.054.255.337.0-0.2
May 19, 202636.211.434.054.255.338.2+3.2
May 10, 202633.00.034.054.236.954.2-0.1
May 8, 202633.10.034.053.536.955.9-4.4
May 7, 202637.512.734.053.553.647.3-0.4
May 3, 202637.912.734.053.553.650.0-0.5
Apr 26, 202638.412.734.053.553.653.4-0.1
Apr 25, 202638.512.734.053.553.654.20.0
Apr 23, 202638.512.534.053.553.654.2-0.1

FROG — Pillar Breakdown

Quality

11.2/100 (25%)

JFrog Ltd. currently shows below-average quality metrics, suggesting challenges with profitability.

Capital Efficiency (ROIC)Weak

How effectively capital is deployed to generate returns.

Return on EquityWeak

Profitability relative to shareholders' equity.

Operating ProfitabilityWeak

Ability to convert revenue into operating profit.

Net ProfitabilityWeak

Bottom-line profit as a share of revenue.

Gross Profit / AssetsModerate

Asset productivity — how much gross profit each dollar of assets generates.

Cash GenerationWeak

Free cash flow relative to market value.

Growth

54.2/100 (20%)

JFrog Ltd. shows steady but unspectacular growth, typical for mature companies.

Recent Revenue TrendModerate

Revenue trajectory over the last twelve months.

3Y Revenue CAGRWeak

Compound annual revenue growth rate over 3 years.

EPS GrowthWeak

Year-over-year earnings per share growth.

Forward Revenue OutlookModerate

Analyst consensus for future revenue growth.

Forward EPS GrowthStrong

Analyst consensus for future earnings growth.

Risk

56.3/100 (15%)

JFrog Ltd. maintains a reasonable risk profile with manageable debt levels.

Financial LeverageModerate

Debt levels relative to earnings capacity.

Debt/EquityStrong

Total debt relative to shareholder equity.

Current RatioModerate

Short-term liquidity — ability to pay near-term obligations.

Interest CoverageWeak

Earnings capacity relative to interest payments.

Valuation

36.9/100 (15%)

JFrog Ltd. has a mixed valuation — some metrics suggest fair value while others appear stretched.

Earnings YieldWeak

Inverse of forward P/E — higher yield means cheaper stock.

Price to Free Cash FlowWeak

How many years of FCF the market cap represents.

PEG RatioStrong

P/E relative to earnings growth — lower is more attractive.

Moat

34/100 (25%)

JFrog Ltd. operates in a highly competitive environment with limited sustainable advantages. The Moat pillar evaluates competitive advantages across five dimensions: Switching Costs, Network Effects, Cost Advantage, Intangible Assets, and Scale & Ecosystem. Sign in to customize moat ratings for FROG.

Score Composition

Quality
11.2×25%2.8
Growth
54.2×20%10.8
Risk
56.3×15%8.4
Valuation
36.9×15%5.5
Moat
34.0×25%8.5
Total
36.1Below Average

Financial Data

More Stock Analysis

How is the FROG UQS Score Calculated?

The UQS (Unified Quality Score) for JFrog Ltd. is calculated using a proprietary 6-pillar framework with 29 financial metrics. Each pillar evaluates a different dimension on a 0–100 scale, then combines into a single weighted score. Scoring thresholds are calibrated per sector. Momentum is an optional Pro toggle — without it, you get the 5-pillar / 25-metric core shown below.

Quality (25%) measures profitability and capital efficiency — ROIC, ROE, margins, GP/Assets, and FCF Yield.

Moat (25%) assesses JFrog Ltd.'s competitive advantages across switching costs, network effects, cost advantages, intangible assets, and ecosystem scale.

Growth (20%) tracks revenue trajectory and earnings momentum, combining historical results with analyst forward estimates.

Risk (15%) is inversely scored — lower leverage and strong balance sheet health result in higher scores.

Valuation (15%) measures whether JFrog Ltd. is fairly priced using earnings yield, price-to-FCF, PEG ratio, and EV/EBITDA relative to sector peers.

Six investor-inspired presets are available, each with different pillar weights: Balanced, Buffett, Munger, Lynch, Cathie Wood, and Graham. The public score shown here uses the Balanced preset. Learn more in our FAQ.