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

BY NYSE State Commercial Banks DE CIK: 0001702750
Update Pending • Analysis: May 6, 2026 • SEC Data: 2026-03-31
Combined AI Grade
B
73% Confidence
NEUTRAL
C
72% Conf
A
74% Conf

📊 BY Key Takeaways

Revenue: $141.7M
Net Margin: 26.5%
Free Cash Flow: $54.1M
Current Ratio: N/A
Debt/Equity: 0.00x
EPS: $0.83
AI Grade: C with 72% confidence
Byline Bancorp, Inc.. (BY) receives a B fundamental grade with 73% confidence from our AI analysis based on SEC 10-K filings. With revenue of $141.7M, net profit margin of 26.5%, and return on equity (ROE) of 2.9%, Byline Bancorp, Inc.. demonstrates mixed 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 strong revenue growth (+48.5% YoY) and excellent margins (35.1% operating, 26.5% net), but is plagued by severely depressed returns on equity (2.9%) and assets (0.4%) that are well below banking industry standards, suggesting critical capital deployment inefficiency. The 0.5x interest coverage ratio compounds concerns about underlying asset quality and sustainability of profitability.

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.

Byline Bancorp, Inc.. Key Strengths (BY)

Claude
  • + Robust revenue growth of 48.5% year-over-year demonstrates market traction and expansion
  • + Strong operating and net profit margins (35.1% and 26.5%) indicate operational efficiency at the segment level
  • + Healthy free cash flow generation ($54.1M) with 38.2% FCF margin provides financial flexibility
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
  • ! ROE of 2.9% is critically low for a bank and indicates poor returns on shareholder capital relative to equity deployed
  • ! ROA of 0.4% falls significantly short of banking industry norms (0.8%+), suggesting asset quality or yield issues
  • ! Interest coverage ratio of 0.5x indicates potential difficulty in servicing interest obligations from operating earnings
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
  • * Return on Equity and Return on Assets trends - must improve toward industry benchmarks
  • * Net Interest Margin and loan portfolio composition to assess asset quality
  • * Operating efficiency ratio and cost-to-income trends given the revenue growth trajectory
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
$141.7M
Net Income
$37.6M
EPS (Diluted)
$0.83
Free Cash Flow
$54.1M
Total Assets
$9.9B
Cash Position
$198.4M

💡 AI Analyst Insight

The 38.2% 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 35.1%
Net Margin 26.5%
ROE 2.9%
ROA 0.4%
FCF Margin 38.2%

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

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

Net Margin
BY 26.5%
vs
Sector Avg 25.0%
BY Sector
ROE
BY 2.9%
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
2.9%
Sector avg: 12%
Net Profit Margin
26.5%
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
87.1%
Interest Coverage
0.46x
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
38.2%
Free cash flow / Revenue

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

Operating Cash Flow
$54.6M
Cash generated from operations
Stock Buybacks
$9.8M
Shares repurchased (TTM)
Capital Expenditures
$458.0K
Investment in assets
Dividends Paid
$5.4M
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
Jun 3, 2026 4 xslF345X06/form4-06032026_060648.xml View →
Jun 3, 2026 8-K by-20260602.htm View →
May 22, 2026 8-K by-20260522.htm View →
May 4, 2026 4 xslF345X06/form4-05042026_080540.xml View →
May 1, 2026 10-Q by-20260331.htm View →

Frequently Asked Questions about BY

What is the AI rating for BY?

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

What are BY's key strengths?

Claude: Robust revenue growth of 48.5% year-over-year demonstrates market traction and expansion. Strong operating and net profit margins (35.1% and 26.5%) indicate operational efficiency at the segment level. 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: ROE of 2.9% is critically low for a bank and indicates poor returns on shareholder capital relative to equity deployed. ROA of 0.4% falls significantly short of banking industry norms (0.8%+), suggesting asset quality or yield issues. 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 $141.7M.

Does BY pay dividends?

Byline Bancorp, Inc.. pays dividends, with $5.4M 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 $0.83.

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 grade reflects both perspectives for balanced insights.

What is BY's fundamental grade?

Based on our AI fundamental analysis in June 2026, Byline Bancorp, Inc.. has a B grade with 73% confidence. Review the strengths and risks sections above for full context. This is not investment advice.

Is BY stock overvalued or undervalued?

Valuation metrics for BY: ROE of 2.9% (sector avg: 12%), net margin of 26.5% (sector avg: 25%). Compare these metrics with sector averages to assess valuation.

What is BY's AI grade for 2026?

Our dual AI analysis gives Byline Bancorp, Inc.. a combined B grade for 2026. Revenue is data pending, with profitability above sector average. Always conduct your own research.

What is BY's free cash flow?

Byline Bancorp, Inc..'s operating cash flow is $54.6M, with capital expenditures of $458.0K. FCF margin is 38.2%.

How does BY compare to other Finance stocks?

Vs Finance sector averages: Net margin 26.5% (avg: 25%), ROE 2.9% (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: May 6, 2026 | Data as of: 2026-03-31 | Powered by Claude AI