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Side-by-side financial comparison of BYLINE BANCORP, INC. (BY) and JFrog Ltd (FROG). Click either name above to swap in a different company.
JFrog Ltd is the larger business by last-quarter revenue ($145.3M vs $112.4M, roughly 1.3× BYLINE BANCORP, INC.). BYLINE BANCORP, INC. runs the higher net margin — 33.4% vs -10.5%, a 43.9% gap on every dollar of revenue. On growth, JFrog Ltd posted the faster year-over-year revenue change (25.2% vs 9.0%). Over the past eight quarters, JFrog Ltd's revenue compounded faster (20.4% CAGR vs 6.4%).
Byline Bank is a bank headquartered in Chicago, Illinois, United States. It is the primary subsidiary of Byline Bancorp, Inc., a bank holding company, and the 4th largest SBA 7(a) lender.
JFrog Ltd is a global DevOps technology provider that delivers end-to-end software release, artifact management, and security solutions. It serves clients across tech, finance, retail, and manufacturing sectors, helping teams streamline development and delivery workflows for cloud, on-premises, and hybrid infrastructure.
BY vs FROG — Head-to-Head
Income Statement — Q1 FY2026 vs Q4 FY2025
| Metric | | |
|---|---|---|
| Revenue | $112.4M | $145.3M |
| Net Profit | $37.6M | $-15.2M |
| Gross Margin | — | 77.9% |
| Operating Margin | — | -14.7% |
| Net Margin | 33.4% | -10.5% |
| Revenue YoY | 9.0% | 25.2% |
| Net Profit YoY | 33.0% | 34.4% |
| EPS (diluted) | $0.83 | $-0.13 |
Green = leading value per metric. Periods may differ when fiscal calendars don't align.
8-Quarter Revenue & Profit Trend
Side-by-side quarterly history. Quarters aligned by calendar period so offset fiscal years line up.
| Q1 26 | $112.4M | — | ||
| Q4 25 | $117.0M | $145.3M | ||
| Q3 25 | $115.7M | $136.9M | ||
| Q2 25 | $110.5M | $127.2M | ||
| Q1 25 | $103.1M | $122.4M | ||
| Q4 24 | $104.7M | $116.1M | ||
| Q3 24 | $101.8M | $109.1M | ||
| Q2 24 | $99.4M | $103.0M |
| Q1 26 | $37.6M | — | ||
| Q4 25 | $34.5M | $-15.2M | ||
| Q3 25 | $37.2M | $-16.4M | ||
| Q2 25 | $30.1M | $-21.7M | ||
| Q1 25 | $28.2M | $-18.5M | ||
| Q4 24 | $30.3M | $-23.2M | ||
| Q3 24 | $30.3M | $-22.9M | ||
| Q2 24 | $29.7M | $-14.3M |
| Q1 26 | — | — | ||
| Q4 25 | — | 77.9% | ||
| Q3 25 | — | 77.4% | ||
| Q2 25 | — | 76.3% | ||
| Q1 25 | — | 75.3% | ||
| Q4 24 | — | 75.4% | ||
| Q3 24 | — | 75.0% | ||
| Q2 24 | — | 78.8% |
| Q1 26 | — | — | ||
| Q4 25 | 40.1% | -14.7% | ||
| Q3 25 | 43.1% | -15.8% | ||
| Q2 25 | 35.2% | -20.4% | ||
| Q1 25 | 36.4% | -18.8% | ||
| Q4 24 | 38.6% | -21.9% | ||
| Q3 24 | 39.3% | -27.4% | ||
| Q2 24 | 40.4% | -18.6% |
| Q1 26 | 33.4% | — | ||
| Q4 25 | 34.1% | -10.5% | ||
| Q3 25 | 32.1% | -12.0% | ||
| Q2 25 | 27.2% | -17.0% | ||
| Q1 25 | 27.4% | -15.1% | ||
| Q4 24 | 34.3% | -20.0% | ||
| Q3 24 | 29.8% | -21.0% | ||
| Q2 24 | 29.9% | -13.9% |
| Q1 26 | $0.83 | — | ||
| Q4 25 | $0.77 | $-0.13 | ||
| Q3 25 | $0.82 | $-0.14 | ||
| Q2 25 | $0.66 | $-0.19 | ||
| Q1 25 | $0.64 | $-0.16 | ||
| Q4 24 | $0.68 | $-0.21 | ||
| Q3 24 | $0.69 | $-0.21 | ||
| Q2 24 | $0.68 | $-0.13 |
Balance Sheet & Financial Strength
Snapshot of each company's liquidity, leverage and book value from the latest quarter.
| Metric | | |
|---|---|---|
| Cash + ST InvestmentsLiquidity on hand | $198.4M | $704.4M |
| Total DebtLower is stronger | — | — |
| Stockholders' EquityBook value | $1.3B | $887.4M |
| Total Assets | $9.9B | $1.3B |
| Debt / EquityLower = less leverage | — | — |
8-quarter trend — quarters aligned by calendar period.
| Q1 26 | $198.4M | — | ||
| Q4 25 | $149.1M | $704.4M | ||
| Q3 25 | $259.0M | $651.1M | ||
| Q2 25 | $218.3M | $611.7M | ||
| Q1 25 | $421.3M | $563.5M | ||
| Q4 24 | $563.1M | $522.0M | ||
| Q3 24 | $452.6M | $467.8M | ||
| Q2 24 | $730.5M | $591.3M |
| Q1 26 | $1.3B | — | ||
| Q4 25 | $1.3B | $887.4M | ||
| Q3 25 | $1.2B | $859.4M | ||
| Q2 25 | $1.2B | $826.5M | ||
| Q1 25 | $1.1B | $800.0M | ||
| Q4 24 | $1.1B | $773.5M | ||
| Q3 24 | $1.1B | $756.2M | ||
| Q2 24 | $1.0B | $721.4M |
| Q1 26 | $9.9B | — | ||
| Q4 25 | $9.7B | $1.3B | ||
| Q3 25 | $9.8B | $1.3B | ||
| Q2 25 | $9.7B | $1.2B | ||
| Q1 25 | $9.6B | $1.2B | ||
| Q4 24 | $9.5B | $1.1B | ||
| Q3 24 | $9.4B | $1.1B | ||
| Q2 24 | $9.6B | $1.0B |
Cash Flow & Capital Efficiency
How much cash each business actually produces after reinvestment. Cash flow is harder to manipulate than net income.
| Metric | | |
|---|---|---|
| Operating Cash FlowLast quarter | — | $50.7M |
| Free Cash FlowOCF − Capex | — | $49.9M |
| FCF MarginFCF / Revenue | — | 34.3% |
| Capex IntensityCapex / Revenue | — | 0.6% |
| Cash ConversionOCF / Net Profit | — | — |
| TTM Free Cash FlowTrailing 4 quarters | — | $142.3M |
8-quarter trend — quarters aligned by calendar period.
| Q1 26 | — | — | ||
| Q4 25 | $140.3M | $50.7M | ||
| Q3 25 | $38.3M | $30.2M | ||
| Q2 25 | $16.3M | $36.1M | ||
| Q1 25 | $27.1M | $28.8M | ||
| Q4 24 | $175.2M | $49.1M | ||
| Q3 24 | $19.8M | $27.6M | ||
| Q2 24 | $40.1M | $16.7M |
| Q1 26 | — | — | ||
| Q4 25 | $136.3M | $49.9M | ||
| Q3 25 | $38.0M | $28.8M | ||
| Q2 25 | $15.2M | $35.5M | ||
| Q1 25 | $25.0M | $28.1M | ||
| Q4 24 | $171.2M | $48.5M | ||
| Q3 24 | $19.1M | $26.7M | ||
| Q2 24 | $39.4M | $16.0M |
| Q1 26 | — | — | ||
| Q4 25 | 116.5% | 34.3% | ||
| Q3 25 | 32.8% | 21.0% | ||
| Q2 25 | 13.7% | 27.9% | ||
| Q1 25 | 24.3% | 23.0% | ||
| Q4 24 | 163.5% | 41.8% | ||
| Q3 24 | 18.8% | 24.5% | ||
| Q2 24 | 39.7% | 15.5% |
| Q1 26 | — | — | ||
| Q4 25 | 3.4% | 0.6% | ||
| Q3 25 | 0.3% | 1.0% | ||
| Q2 25 | 1.0% | 0.5% | ||
| Q1 25 | 2.0% | 0.5% | ||
| Q4 24 | 3.8% | 0.5% | ||
| Q3 24 | 0.6% | 0.9% | ||
| Q2 24 | 0.7% | 0.7% |
| Q1 26 | — | — | ||
| Q4 25 | 4.06× | — | ||
| Q3 25 | 1.03× | — | ||
| Q2 25 | 0.54× | — | ||
| Q1 25 | 0.96× | — | ||
| Q4 24 | 5.78× | — | ||
| Q3 24 | 0.65× | — | ||
| Q2 24 | 1.35× | — |
Financial Flow Comparison
Revenue → gross profit → operating profit → net profit for each company.
