F

Mayville Engineering Company, I — Earnings Quality Grade F

MEC · Industrials

Major red flags

Revenue
$546M
2025
Net Income
-$8M
2025
Gross Margin
9.9%
Free Cash Flow
$27M
01

Screening Summary

9
Passed
5
Watch
3
Failed
-2.64
M-Score

Management Signals

No recent CEO, CFO, board, or accounting leadership signals found in SEC 8-K filings.
02

Financial Trends

Revenue & Net Income ($B)

Margins (%)

03

18-Point Screening

01

Revenue Quality

A1DSO Change

DSO 38 days, change +7 days YoY

!
A2AR vs Revenue Growth

AR growth 15.6% exceeds revenue growth -6.0%

A3Revenue vs CFFO

Revenue -6.0%, CFFO -57.1%. Cash follows revenue

02

Expense Quality

B1Inventory vs COGS

Inventory 8.5% vs COGS -3.5%. Normal

B2CapEx vs Revenue

CapEx growth -3.7% vs revenue -6.0%. Normal

!
B3SG&A Ratio

SG&A/Gross Profit = 89.1%, exceeds 70%

B4Gross Margin

Gross margin 9.9%, change -2.3pp. Stable

03

Cash Flow Quality

!
C1CFFO vs Net Income

CFFO/NI = -4.75. Below 1.0

C2Free Cash Flow

FCF $0.0B, FCF/NI = -3.32

C3Accruals Ratio

Accruals ratio = -8.3%. Low accruals

C4Cash vs Debt

Cash $0.0B covers only 1% of debt $0.2B

04

Balance Sheet Health

D1Goodwill + Intangibles

Goodwill+Intangibles $0.3B = 104% of equity. Over 50%

D2Leverage

Debt/EBITDA = 6.3x (>4x). Interest coverage = -0.4x (<2x). Financial stress

D3Soft Asset Growth

Other assets 4.3% vs revenue -6.0%. Normal

D4Asset Impairment

No write-off data

05

Acquisition Risk

!
E1Serial Acquirer FCF

FCF after acquisitions negative for 2/3 years

!
E2Goodwill Surge

Goodwill+Intangibles surged 74% YoY

06

Manipulation Score

F1Beneish M-Score

M-Score = -2.64 (< -2.22). Unlikely manipulator

Portfolio monitoring

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04

Beneish M-Score

Manipulation Probability-2.64
-4.0 Clean-2.22 Grey-1.78 Danger0
1.23
DSRI
AR growing faster than revenue?
1.237
GMI
Gross margin declining?
1.366
AQI
Asset quality deteriorating?
0.94
SGI
Revenue growth rate
0.906
DEPI
Depreciation slowing?
1.136
SGAI
SG&A ratio changing?
-0.0828
TATA
Accruals level
1.519
LVGI
Leverage increasing?
05

Altman Z-Score

1.66
Grey Zone
0 Distress1.102.605.0+ Safe
0.0952
Liquidity
0.0922
Cumulative profit
-0.0068
Operating efficiency
0.7455
Leverage

Generated from public financial data using forensic accounting frameworks. Not investment advice. Data: Yahoo Finance · 2026-04-25