FROG
TechnologyJFrog Ltd. · Software - Application · $6B
FROG — Key Takeaways
⚠️ Areas of Concern
FROG — Score History
| Date | UQS | Quality | Moat | Growth | Risk | Value | Change |
|---|---|---|---|---|---|---|---|
| Apr 8, 2026 | 37.7 | 12.4 | 34.0 | 53.2 | 53.6 | 49.9 | 0.0 |
| Apr 7, 2026 | 37.7 | 12.4 | 34.0 | 53.2 | 53.6 | 49.9 | 0.0 |
| Apr 6, 2026 | 37.7 | 12.3 | 34.0 | 53.2 | 53.6 | 49.9 | 0.0 |
| Apr 5, 2026 | 37.7 | 12.3 | 34.0 | 53.2 | 53.6 | 49.9 | -0.1 |
| Apr 4, 2026 | 37.8 | 12.3 | 34.0 | 53.2 | 53.6 | 50.2 | 0.0 |
| Apr 3, 2026 | 37.8 | 12.3 | 34.0 | 53.2 | 53.6 | 50.2 | -0.2 |
| Apr 2, 2026 | 38.0 | 12.4 | 34.0 | 53.2 | 53.6 | 51.3 | — |
FROG — Pillar Breakdown
Quality
— 12.4/100 (25%)JFrog Ltd. currently shows below-average quality metrics, suggesting challenges with profitability.
How effectively capital is deployed to generate returns.
Profitability relative to shareholders' equity.
Ability to convert revenue into operating profit.
Bottom-line profit as a share of revenue.
Asset productivity — how much gross profit each dollar of assets generates.
Free cash flow relative to market value.
Growth
— 53.2/100 (20%)JFrog Ltd. shows steady but unspectacular growth, typical for mature companies.
Revenue trajectory over the last twelve months.
Compound annual revenue growth rate over 3 years.
Year-over-year earnings per share growth.
Analyst consensus for future revenue growth.
Analyst consensus for future earnings growth.
Risk
— 53.6/100 (15%)JFrog Ltd. has some risk factors including moderate leverage or solvency concerns.
Debt levels relative to earnings capacity.
Total debt relative to shareholder equity.
Short-term liquidity — ability to pay near-term obligations.
Earnings capacity relative to interest payments.
Valuation
— 49.9/100 (15%)JFrog Ltd. has a mixed valuation — some metrics suggest fair value while others appear stretched.
Inverse of forward P/E — higher yield means cheaper stock.
How many years of FCF the market cap represents.
P/E relative to earnings growth — lower is more attractive.
Moat
— 34/100 (30%)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
More Stock Analysis
How is the FROG UQS Score Calculated?
The UQS (Unified Quality Score) for JFrog Ltd. is calculated using a proprietary 5-pillar framework with 25 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.
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.