JFrog Ltd.
FROG scores 47.6 on the Conservative profile, blending a fundamental score (80% weight, emphasizing quality and stability (84% of fundamental weight)) with a machine-learning signal (20% weight) trained on 82 features across 30 years of data.
Net penalties of -11.8 points significantly impact the ranking. Without these adjustments, FROG would rank considerably higher.
These features are direct inputs to the machine learning model. The model was trained on these signals alongside 100 features (including 12 momentum/technical indicators) to produce the ML percentile score.
| Stock | Score | P/E | Rev Growth | Margin | Mkt Cap |
|---|---|---|---|---|---|
| FROG | 47.6 | 47.2 | 24.1% | -13.5% | $6.1B |
| MPWR | 84.8 | 91.7 | 21.2% | 81.0% | $57.1B |
| ZM | 84.2 | 18.0 | 3.1% | 21.7% | $27.7B |
| NVDA | 80.6 | 45.2 | 114.2% | 55.8% | $4.5T |
| CRUS | 79.7 | 19.1 | 6.0% | 17.5% | $7.4B |
| ASML | 77.8 | 48.1 | 15.6% | 29.4% | $546.0B |
| IDCC | 77.4 | 31.8 | -4.0% | 48.8% | $9.7B |
| CSCO | 77.1 | 27.6 | 5.3% | 18.0% | $303.6B |
| RMBS | 75.5 | 48.3 | 20.7% | 32.3% | $11.0B |
| DBX | 75.3 | 13.9 | 1.9% | 17.7% | $6.4B |
| FSLR | 75.0 | 17.3 | 26.7% | 30.7% | $24.2B |
| SIMO | 74.7 | 9.2 | 10.2% | 13.8% | $4.5B |
| ADI | 74.3 | 74.1 | 16.9% | 20.6% | $165.1B |
| AAPL | 72.5 | 33.1 | 6.4% | 27.0% | $3.9T |
| OLED | 72.5 | 27.0 | 12.4% | 34.3% | $5.9B |
| AMAT | 72.3 | 36.4 | 4.4% | 24.7% | $281.7B |
| Sector Average | 47.4 | 87.8 | 14.8% | -110.0% | â |
JFrog Ltd. provides DevOps platform in the United States. The company's products include JFrog Artifactory, a package repository that allows teams and organizations to store, update, and manage their software packages at any scale; JFrog Pipelines, an integration/continuous delivery tool for automating and orchestrating the movement of software packages; JFrog Xray, which scan JFrog Artifactory; and JFrog Distribution that provides software package distribution with enterprise-grade performance. Its products include JFrog Artifactory Edge that utilizes and leverages metadata from JFrog Artifactory to facilitate the transfer of the incremental changes in software packages from their previous versions; JFrog Mission Control, a platform control panel that provides a view of moving pieces of an organization's software supply chain workflow; JFrog Insight, a DevOps intelligence tool; and JFrog Connect, a device management solution that allows companies to manage software updates and monitor performance across IoT device fleets from anywhere in the world. The company's products also comprise JFrog Pro, JFrog Pro Team, JFrog Pro X, JFrog Enterprise, JFrog Enterprise X, and JFrog Enterprise Plus products that offer ongoing updates, upgrades, and bug fixes, as well as cluster configuration, multi-site replication, and SLA support. It serves technology, financial services, retail, healthcare, and telecommunications organizations. JFrog Ltd. was incorporated in 2008 and is headquartered in Sunnyvale, California.
Stock is in a downtrend below the 200-day moving average. Price is below both the 50-day and 200-day SMAs, indicating sustained selling pressure.
| Metric | Q4 2025 | Q3 2025 | Q2 2025 | Q1 2025 |
|---|---|---|---|---|
| Revenue | $145M | $137M | $127M | $122M |
| Gross Profit | $113M | $106M | $97M | $92M |
| Operating Income | $-23M | $-22M | $-26M | $-23M |
| Net Income | $-15M | $-16M | $-22M | $-19M |
| EPS (Diluted) | $-0.13 | $-0.14 | $-0.19 | $-0.16 |
| Gross Margin | 77.6% | 77.4% | 76.3% | 75.3% |
| Operating Margin | -16.1% | -15.8% | -20.4% | -18.8% |
| Net Margin | -10.5% | -12.0% | -17.0% | -15.1% |
| Year | Low | High | Range | Status |
|---|---|---|---|---|
| 2021 | $27.65 | $59.89 | 73.7% | Wide |
| 2022 | $16.36 | $31.48 | 63.2% | Wide |
| 2023 | $17.11 | $35.35 | 69.5% | Wide |
| 2024 | $22.91 | $48.81 | 72.2% | Wide |
| 2025 | $27.00 | $70.43 | 89.2% | Wide |
Scores are generated by a multi-stage ML pipeline combining fundamental analysis, ensemble predictions, and structural risk signals. All data is for research purposes only and does not constitute financial advice. Past performance does not guarantee future results.