JFrog Ltd. (FROG) AI Stock Analysis
FROG AI stock analysis summary
AI ResearchJFrog Ltd. (FROG) provides software supply chain and DevOps solutions, anchored by its core repository product JFrog Artifactory. The company generated $600.0M in trailing twelve-month revenue with a 28.7% five-year revenue CAGR through FY2025. While GAAP net income remained negative at -$71.8M in FY2025, annual free cash flow expanded to $142.3M.
- Market cap
- $10.40B
- Revenue (TTM)
- $600.0M
- P/E
- — fwd 81.3x
- 1Y return
- 80.6% S&P 500 16.8%
- Avg. target
- $112.23 33.1% vs last close
Bull case
- Annual free cash flow expanded significantly from $23.7M in FY2021 to $142.3M in FY2025.
- Top-line growth remains strong, delivering a 28.7% five-year CAGR and 28.7% year-over-year revenue growth in the quarter ended June 30, 2026.
- The balance sheet is well capitalized with $809.9M in net cash and minimal total debt of $14.6M as of June 30, 2026.
Bear case
- JFrog has not achieved GAAP profitability, reporting a net loss of -$71.8M in FY2025 and trailing twelve-month net margin of -7.3%.
- Valuation multiples remain elevated, with a forward P/E of 81.3x and price-to-sales of 17.3x compared to US-listed Technology peer medians of 18.8x and 2.8x.
- Shareholder dilution has occurred over time, reflected in a 25.6% five-year increase in share count.
What JFrog does
JFrog Ltd. is a provider of DevOps solutions, serving clients across the United States, Israel, and internationally. Its central offering is JFrog Artifactory, a package repository designed to store, update, and manage software packages at scale. The company's platform also includes JFrog Pipelines for continuous integration and delivery automation, JFrog Xray and JFrog Advanced Security for vulnerability scanning and binary security, and JFrog Distribution for package deployment. Additional products include JFrog Artifactory Edge for incremental updates, JFrog Mission Control for workflow oversight, JFrog Insight for DevOps intelligence, and JFrog Connect for IoT device management.
Growth and profitability
Revenue increased from $206.7M in FY2021 to $531.8M in FY2025, representing a 28.7% five-year CAGR. Annual revenue grew 24.1% in FY2025, while gross margin remained stable at 76.8% compared to 77.1% in FY2024 and 79.8% in FY2021. Operating margin improved from -33.1% in FY2021 to -16.9% in FY2025, though net income stood at -$71.8M in FY2025. In the latest quarter ended June 30, 2026, quarterly revenue growth was 28.7% year-over-year, while trailing twelve-month revenue reached $600.0M with a net profit margin of -7.3% and diluted EPS of -$0.37.
Balance sheet and cash flow
As of June 30, 2026, JFrog maintained a strong liquidity position with $824.5M in cash and short-term investments against $14.6M in total debt, leaving net cash of $809.9M. Its current ratio stood at 2.14, and the debt-to-equity ratio was 0.02 against $960.7M in shareholders' equity. Free cash flow reached $142.3M in FY2025, up from $23.7M in FY2021, supported by $145.7M in operating cash flow and low capital expenditures of $3.5M. The share count expanded 25.6% over the five-year period.
Valuation and performance
JFrog trades at a forward P/E of 81.3x and a price-to-sales ratio of 17.3x, well above the US-listed Technology median forward P/E of 18.8x and price-to-sales of 2.8x. Its enterprise value to revenue multiple sits at 17.6x. Over the past year, the stock returned 80.6%, outpacing the S&P 500 (SPY) return of 16.8%. Over a five-year horizon, FROG delivered a 148.0% return compared to 83.0% for the S&P 500, with shares trading at $84.31, which is 20.6% above its 200-day moving average.
What analysts expect
Wall Street coverage consists of 16 Strong Buy, 5 Buy, and 2 Hold recommendations, with no Sell ratings. The consensus mean price target is $112.23, representing a 33.1% upside from the last close of $84.31. For the current fiscal year ending December 31, 2026, analysts estimate revenue of $650.7M and EPS of $0.98, indicating 19.6% EPS growth. JFrog has beaten EPS estimates in each of the last 4 quarters, and its next earnings date is November 5, 2026.
Key risks and what to watch
- Operating margins remain negative at -7.1% on a trailing twelve-month basis, requiring sustained revenue expansion to reach GAAP break-even.
- High R&D spending of $195.1M in FY2025 exerts ongoing pressure on annual operating profitability.
- A stock beta of 1.24 and a 52-week price range from $34.05 to $105.76 indicate heightened share price volatility relative to the broader market.
AI-generated research summary. Written with AI from Quotelinks data as of October 16, 2026 and checked so every figure matches that data. For information only, not investment advice. Disclaimer
About this FROG AI stock analysis
This page is an AI-written research summary of JFrog Ltd. (FROG). The text was generated on October 30, 2026 from Quotelinks data as of October 16, 2026 (company profile, annual results, latest balance sheet, valuation, price performance and analyst estimates). An automatic check rejects any draft that contains a figure not found in that data. It is not investment advice; verify figures on the linked tabs before making decisions.
Related: FROG income statement, FROG balance sheet, FROG key metrics, FROG analyst forecast, FROG chart. See the FROG stock overview for the latest quote and news.
FROG AI stock analysis FAQ
Does JFrog pay a dividend?
No, JFrog does not pay a dividend. The company directs its capital toward business operations, research and development, and maintaining liquidity.
What is JFrog's debt position?
As of June 30, 2026, JFrog held $14.6M in total debt against $824.5M in cash and short-term investments, resulting in net cash of $809.9M and a low debt-to-equity ratio of 0.02.
When is JFrog's next earnings report?
JFrog is scheduled to report its next quarterly financial results on November 5, 2026.
What is the consensus analyst target price for FROG stock?
The consensus mean price target across 23 analysts is $112.23, representing a 33.1% premium over the closing price of $84.31 on October 16, 2026.