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Byline Bancorp, Inc.. (BY) Stock Fundamental Analysis & AI Rating 2026

BY NYSE State Commercial Banks DE CIK: 0001702750
Updated This Month • Analysis: Mar 21, 2026 • SEC Data: 2025-12-31
📅 Next earnings: Apr 23, 2026 (in 7 days) • After-hours ET • EPS est. $0.74 (vs $0.65 prior year) • All earnings →
Combined AI Rating
BUY
73% Confidence
STRONG AGREEMENT
BUY
72% Conf
BUY
74% Conf

📊 BY Key Takeaways

Revenue: $572.2M
Net Margin: 22.7%
Free Cash Flow: $136.3M
Current Ratio: N/A
Debt/Equity: 0.00x
EPS: $2.89
AI Rating: BUY with 72% confidence
Byline Bancorp, Inc.. (BY) receives a BUY rating with 73% confidence from our AI fundamental analysis based on SEC 10-K filings. With revenue of $572.2M, net profit margin of 22.7%, and return on equity (ROE) of 10.3%, Byline Bancorp, Inc.. demonstrates strong fundamentals in the Finance sector. Below is our complete BY stock analysis for 2026.

Is Byline Bancorp, Inc.. (BY) a Good Investment?

Claude

Byline Bancorp demonstrates solid fundamental strength with robust revenue growth of 48.5% YoY and healthy profitability margins (22.7% net margin). The bank maintains a strong balance sheet with minimal leverage (0.00x debt/equity) and generates substantial free cash flow of $136.3M, supporting operational resilience and capital deployment capacity.

ChatGPT

Byline Bancorp shows solid core fundamentals with strong revenue growth, healthy operating and net margins, and bank-level returns that are respectable at 1.3% ROA and 10.3% ROE. Cash generation is strong relative to revenue, but the gap between revenue growth and net income growth suggests some pressure from funding costs, credit expenses, or mix shift, so the story is good rather than flawless.

Why Buy Byline Bancorp, Inc.. Stock? BY Key Strengths

Claude
  • + Exceptional revenue growth of 48.5% YoY indicating strong loan origination and fee income generation
  • + Healthy net profit margin of 22.7% with substantial operating income of $173.3M demonstrating operational efficiency
  • + Strong balance sheet with zero long-term debt and positive equity of $1.3B providing financial flexibility
  • + Robust free cash flow generation of $136.3M (23.8% FCF margin) enabling dividends and potential growth investments
  • + Significant insider activity with 17 Form 4 filings in 90 days suggesting management confidence
ChatGPT
  • + Strong revenue growth of 48.5% year over year
  • + Healthy profitability with 30.3% operating margin and 22.7% net margin
  • + Robust cash generation with $136.32M of free cash flow and a 23.8% FCF margin

BY Stock Risks: Byline Bancorp, Inc.. Investment Risks

Claude
  • ! Low interest coverage ratio of 1.6x indicates limited cushion for covering interest obligations if revenue declines
  • ! Modest ROE of 10.3% and ROA of 1.3% are below peer benchmarks for commercial banks, suggesting suboptimal capital efficiency
  • ! Asset quality and loan loss reserves not disclosed; credit risk exposure during economic slowdown unclear
  • ! EPS growth of only 5.1% YoY significantly lags revenue growth of 48.5%, indicating margin compression or higher share count dilution
  • ! Cash position of $149.1M is relatively modest given $9.7B in total assets, limiting immediate liquidity buffer
ChatGPT
  • ! Net income growth of 7.7% lagged far behind revenue growth, which may indicate weaker growth quality
  • ! Interest coverage of 1.6x is thin and suggests limited cushion if funding costs stay elevated
  • ! Relatively modest cash balance versus total assets reduces liquidity flexibility in a stressed environment

Key Metrics to Watch

Claude
  • * Net interest margin trend and deposit composition to assess core profitability sustainability
  • * Loan loss reserve adequacy and non-performing asset ratios to evaluate credit quality
  • * ROE and ROAA progression toward industry benchmarks indicating capital deployment efficiency improvements
  • * Deposit growth and funding costs amid rising rate environment affecting net interest income
  • * Operating leverage from revenue growth translating to bottom-line earnings expansion
ChatGPT
  • * Net interest margin and deposit/funding costs
  • * Credit quality trends including nonperforming assets and provision expense

Byline Bancorp, Inc.. (BY) Financial Metrics & Key Ratios

Revenue
$572.2M
Net Income
$130.1M
EPS (Diluted)
$2.89
Free Cash Flow
$136.3M
Total Assets
$9.7B
Cash Position
$149.1M

💡 AI Analyst Insight

The 23.8% free cash flow margin provides substantial flexibility for dividends, buybacks, and strategic investments. The current ratio below 1.0x warrants monitoring of short-term liquidity.

BY Profit Margin, ROE & Profitability Analysis

Gross Margin N/A
Operating Margin 30.3%
Net Margin 22.7%
ROE 10.3%
ROA 1.3%
FCF Margin 23.8%

BY vs Finance Sector: How Byline Bancorp, Inc.. Compares

How Byline Bancorp, Inc.. compares to Finance sector averages

Net Margin
BY 22.7%
vs
Sector Avg 25.0%
BY Sector
ROE
BY 10.3%
vs
Sector Avg 12.0%
BY Sector
Current Ratio
BY 0.0x
vs
Sector Avg 1.2x
BY Sector
Debt/Equity
BY 0.0x
vs
Sector Avg 2.0x
BY Sector

Sector benchmarks are approximate industry averages. Actual sector performance may vary.

Is Byline Bancorp, Inc.. Stock Overvalued? BY Valuation Analysis 2026

Based on fundamental analysis, Byline Bancorp, Inc.. has mixed fundamental signals relative to the Finance sector in 2026.

Return on Equity
10.3%
Sector avg: 12%
Net Profit Margin
22.7%
Sector avg: 25%
Revenue Growth
N/A
Year-over-year
Debt/Equity
0.00x
Sector avg: 2x

Note: This is a fundamental analysis based on SEC filings. For P/E ratio, price targets, and market-based valuation, consult financial data providers. This is not investment advice.

Byline Bancorp, Inc.. Balance Sheet: BY Debt, Cash & Liquidity

Current Ratio
N/A
Quick Ratio
N/A
Debt/Equity
0.00x
Debt/Assets
86.9%
Interest Coverage
1.61x
Long-term Debt
N/A

BY Revenue & Earnings Growth: 5-Year Financial Trend

BY 5-year financial data:
Revenue
Net Income
EPS (right axis)

5-Year Trend Summary: Byline Bancorp, Inc..'s revenue has remained relatively flat over the 5-year period, with a 0% decline. The most recent EPS of $2.67 reflects profitable operations.

BY Revenue Growth, EPS Growth & YoY Performance

Revenue Growth
N/A
Year-over-year
Net Income Growth
N/A
Year-over-year
EPS Growth
N/A
Earnings per share
FCF Margin
23.8%
Free cash flow / Revenue

Byline Bancorp, Inc.. Dividends, Buybacks & Capital Allocation

Operating Cash Flow
$140.3M
Cash generated from operations
Stock Buybacks
$23.7M
Shares repurchased (TTM)
Capital Expenditures
$4.0M
Investment in assets
Dividends Paid
$18.2M
Returned to shareholders

BY SEC Filings: Latest 10-K & 10-Q Analysis

Access official SEC EDGAR filings for Byline Bancorp, Inc.. (CIK: 0001702750)

📋 Recent SEC Filings

Date Form Document Action
Mar 16, 2026 4 xslF345X05/form4-03162026_080311.xml View →
Mar 2, 2026 4 xslF345X05/form4-03022026_060301.xml View →
Feb 27, 2026 10-K by-20251231.htm View →
Feb 24, 2026 4 xslF345X05/form4-02252026_120205.xml View →
Feb 24, 2026 4 xslF345X05/form4-02252026_120229.xml View →

Frequently Asked Questions about BY

What is the AI rating for BY?

Byline Bancorp, Inc.. (BY) has a Combined AI Rating of BUY from Claude (BUY) and ChatGPT (BUY) with 73% combined confidence, based on fundamental analysis of SEC EDGAR filings.

What are BY's key strengths?

Claude: Exceptional revenue growth of 48.5% YoY indicating strong loan origination and fee income generation. Healthy net profit margin of 22.7% with substantial operating income of $173.3M demonstrating operational efficiency. ChatGPT: Strong revenue growth of 48.5% year over year. Healthy profitability with 30.3% operating margin and 22.7% net margin.

What are the risks of investing in BY?

Claude: Low interest coverage ratio of 1.6x indicates limited cushion for covering interest obligations if revenue declines. Modest ROE of 10.3% and ROA of 1.3% are below peer benchmarks for commercial banks, suggesting suboptimal capital efficiency. ChatGPT: Net income growth of 7.7% lagged far behind revenue growth, which may indicate weaker growth quality. Interest coverage of 1.6x is thin and suggests limited cushion if funding costs stay elevated.

What is BY's revenue and growth?

Byline Bancorp, Inc.. reported revenue of $572.2M.

Does BY pay dividends?

Byline Bancorp, Inc.. pays dividends, with $18.2M distributed to shareholders in the trailing twelve months.

Where can I find BY SEC filings?

Official SEC filings for Byline Bancorp, Inc.. (CIK: 0001702750) including 10-K, 10-Q, and 8-K reports are available on SEC EDGAR.

What is BY's EPS?

Byline Bancorp, Inc.. has a diluted EPS of $2.89.

How is the AI analysis conducted?

Two independent AI systems — Claude (Anthropic) and ChatGPT (OpenAI) — analyze SEC EDGAR filings including 10-K annual reports and 10-Q quarterly reports. Each AI evaluates financial health, profitability ratios, balance sheet strength, and growth metrics. The combined rating reflects both perspectives for balanced insights.

Is BY a good stock to buy right now?

Based on our AI fundamental analysis in April 2026, Byline Bancorp, Inc.. has a BUY rating with 73% confidence. The AI analysis suggests favorable fundamentals based on SEC filings. This is not investment advice.

Is BY stock overvalued or undervalued?

Valuation metrics for BY: ROE of 10.3% (sector avg: 12%), net margin of 22.7% (sector avg: 25%). Compare these metrics with sector averages to assess valuation.

Should I buy BY stock in 2026?

Our dual AI analysis gives Byline Bancorp, Inc.. a combined BUY rating for 2026. Revenue is data pending, with profitability at or below sector average. Always conduct your own research.

What is BY's free cash flow?

Byline Bancorp, Inc..'s operating cash flow is $140.3M, with capital expenditures of $4.0M. FCF margin is 23.8%.

How does BY compare to other Finance stocks?

Vs Finance sector averages: Net margin 22.7% (avg: 25%), ROE 10.3% (avg: 12%), current ratio N/A (avg: 1.2).

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Disclaimer: This analysis is generated by Claude AI (Anthropic) and ChatGPT (OpenAI) based on publicly available SEC EDGAR filings. It does not include stock price data and should not be considered financial advice. All fundamental data is sourced from SEC public domain filings. Always conduct your own research and consult with a qualified financial advisor before making investment decisions.
Data Source: SEC EDGAR | Analysis Date: Mar 21, 2026 | Data as of: 2025-12-31 | Powered by Claude AI