Summary
JFrog closed fiscal 2022 with fourth quarter revenue of $76.5 million, up 29.2% year over year. GAAP gross profit was $59.3 million, up 27.8%, with a gross margin of 77.4%, down 0.9 percentage points. The company reported a GAAP operating loss of $24.9 million, and the loss widened 9.9%. GAAP operating margin was (32.5)%, up 5.7 percentage points. GAAP net loss was $23.2 million, and the loss widened 2.0%. Operating cash flow for the quarter was $7.3 million, down 58.6%. Capital expenditures were $0.89 million, down 14.2%. Non-GAAP operating profit was $1.6 million, with a 2.1% margin. Non-GAAP gross profit was $64.0 million, with an 83.7% margin. Non-GAAP earnings per share were $0.04. The CEO attributed the results to continued expansion in the adoption of the JFrog Software Supply Chain Platform, with customers favoring a single, universal platform for DevOps and DevSecOps.
For the full fiscal year, revenue reached $280.0 million, up 35%. GAAP gross profit was $217.8 million, up 32.1%, with a gross margin of 77.8%, down 2.0 percentage points. GAAP operating loss was $89.8 million, and the loss widened 31.4%. GAAP net loss was $90.2 million, and the loss widened 40.5%. Diluted GAAP net loss per share was $0.91, and the loss widened 33.8%. Operating cash flow for the year was $21.4 million, down 23.2%. Capital expenditures were $4.3 million, up 2.4%. Free cash flow, a non-GAAP measure, was $17.1 million. Cash, cash equivalents, and short-term investments were $443.2 million as of December 31, 2022. Deferred revenue was $175.7 million, up 19.4% year over year. Remaining performance obligations were $204.7 million, up 26.7%. For fiscal 2022, non-GAAP operating profit was $1.3 million, with a 0.5% margin. Non-GAAP gross profit was $235.2 million, with an 84.0% margin. Non-GAAP earnings per share were $0.04.
The customer base grew to roughly 7,200 organizations, up 8% from about 6,650 a year earlier. Customers with annual recurring revenue of at least $100,000 increased 37% to 736, while customers with at least $1 million in ARR increased 27% to 19. Net dollar retention rate for the trailing four quarters was 128%, down from 130% as of December 31, 2021. Management noted slower expansion across existing customers toward the end of fiscal 2022 and expects that trend to continue in the near future. Cloud revenue was $22.6 million in the fourth quarter, up 53% year over year, and $80 million for fiscal 2022, up 60%. Cloud represented 30% of fourth quarter revenue, compared with 25% a year earlier. Customers adopting the complete JFrog Platform accounted for 43% of total revenue, compared with 35% a year earlier. Enterprise Plus subscriptions represented approximately 38% of total fiscal 2022 revenue, up from approximately 32% in fiscal 2021. SaaS subscriptions contributed 28% of total fiscal 2022 revenue, up from 24%. The top 10 customers represented approximately 7% of total revenue for fiscal 2022, and no single customer accounted for more than 1%. International customers generated 37% of revenue. As of December 31, 2022, approximately 89% of Fortune 100 organizations were customers.
For the first quarter of 2023, JFrog guided revenue between $78 million and $79 million, non-GAAP operating income between $1.5 million and $2.5 million, and non-GAAP net income per diluted share between $0.03 and $0.05, assuming approximately 107 million weighted average diluted shares outstanding. For the full fiscal year 2023, the company guided revenue between $340 million and $344 million, non-GAAP operating income between $17 million and $19 million, and non-GAAP net income per diluted share between $0.18 and $0.20, assuming approximately 110 million weighted average diluted shares outstanding. Risks include managing rapid growth, a history of losses, limited operating history, the ability to retain and upgrade existing customers, attract new customers, develop and expand sales and marketing capabilities, integrate acquisitions, security breaches or product vulnerabilities, interruptions or performance problems, adapting to rapidly changing technology or customer needs, competition, and general market, political, economic, and business conditions. The company also faces the duration and impact of the COVID-19 pandemic. Management expects free cash flow to fluctuate in future periods as the company invests in growth. Total contractual obligations stood at $93.7 million as of December 31, 2022, with $27.0 million due short term and $66.7 million long term.
Forecast
Reported figures
GAAP, from SEC filings| Metric | Q4 FY2022 | Q3 FY2022 | QoQ | Q4 FY2021 | YoY |
|---|---|---|---|---|---|
| Revenue | $76.5M | $72.0M | +6.3% | $59.2M | +29.2% |
| Gross profit | $59.3M | $56.1M | +5.7% | $46.4M | +27.8% |
| Gross margin | 77.4% | 77.9% | -0.5 pp | 78.3% | -0.9 pp |
| Research & development | $33.5M | $31.7M | +5.6% | $25.9M | +29.1% |
| Sales & marketing | $36.5M | $33.2M | +10.1% | $30.9M | +18.3% |
| General & administrative | $14.1M | $14.7M | -3.7% | $12.2M | +16.0% |
| Total operating expenses | $84.1M | $79.5M | +5.8% | $69.0M | +21.9% |
| Operating income (loss) | -$24.9M | -$23.4M | -6.0% | -$22.6M | -9.9% |
| Operating margin | -32.5% | -32.6% | +0.1 pp | -38.2% | +5.7 pp |
| Net income (loss) | -$23.2M | -$23.6M | +1.7% | -$22.7M | -2.0% |
| Net margin | -30.3% | -32.7% | +2.5 pp | -38.3% | +8.1 pp |
| Diluted EPS | -$0.23 | -$0.24 | +$0.01 | — | — |
| Customers | 537 | — | — | 352 | +52.6% |
| Net retention rate | 128.0% | 130.0% | -2.0 pp | 130.0% | -2.0 pp |
Risks
Adverse macroeconomic conditions, including inflation and higher interest rates, are lengthening sales cycles and increasing budget scrutiny. MD&A states the company started experiencing slower expansion across existing customers towards the end of fiscal 2022 and expects this trend to continue; net dollar retention rate was 128% as of December 31, 2022, down from 130% as of December 31, 2021.
Customers have no contractual obligation to renew subscriptions, and renewals may be on shorter or less favorable terms. Net dollar retention rate declined to 128% as of December 31, 2022 from 130% as of December 31, 2021, and MD&A says slower expansion across existing customers began late fiscal 2022 and may continue.
Net loss widened 40.5% to $90.18 million for FY2022 year to date, and operating cash flow declined 23.2% to $21.42 million for FY2022 year to date, with FY2022 Q4 operating cash flow down 58.6% to $7.31 million. The company had an accumulated deficit of $229.2 million as of December 31, 2022 and expects operating expenses to increase substantially.
A limited-functionality version of JFrog Artifactory is licensed under AGPL, which could allow commercial licensees to use it for free or to compete, reducing demand and putting pricing pressure on subscriptions. The company also faces competition from cloud providers, DevOps vendors, and security point solutions.
Gross margin declined 2.0 percentage points to 77.8% for FY2022 year to date. MD&A notes SaaS revenue contributed 28% of total FY2022 revenue versus 24% in FY2021, and SaaS offerings have a lower gross margin, so further mix shift could harm gross margin.
Competition for experienced DevOps engineers is intense, especially in Israel and the San Francisco Bay Area. Employee headcount grew from approximately 1,000 as of December 31, 2021 to approximately 1,300 as of December 31, 2022, and the company expects to continue growing headcount, increasing hiring and retention risk.
Customer count grew to approximately 7,200 organizations as of December 31, 2022 from approximately 6,650 as of December 31, 2021, and headcount grew to approximately 1,300 from approximately 1,000. Rapid growth strains management, operational, and financial resources and may impair accurate forecasting.
The company acquired Vdoo and Upswift in 2021 and may pursue more acquisitions. Integration may divert management attention, disrupt business, dilute shareholders, and adversely affect results of operations.
Many employees and officers are located in Israel, and political, economic, and military conditions in Israel and the surrounding region, including armed conflicts and military reserve duty, could disrupt operations. The company also cites COVID-19 and the Russia-Ukraine conflict as lengthening sales cycles and delaying projects.
SaaS KPIs
All quarters →Free Cash Flow
Non-GAAP Operating Margin
Cloud Revenue
Non-GAAP Gross Margin
Remaining Performance Obligations
Net Dollar Retention
Customers > $100K ARR
Customers > $1M ARR
Total Customers
Summary, forecast, risks and KPIs are extracted from JFrog Ltd's SEC filings for Q4 FY2022 (10-Q / 10-K and the 8-K earnings release); GAAP figures in the summary are checked against the reported XBRL data. They can contain errors; the filings are authoritative. Processed Oct 2, 2026.