F

Rivian Automotive, Inc. — Earnings Quality Grade F

RIVN · Consumer Cyclical

Major red flags

Revenue
$5.4B
2025
Net Income
-$3.6B
2025
Gross Margin
2.7%
Free Cash Flow
-$2.5B
01

Screening Summary

7
Passed
7
Watch
3
Failed
-8.32
M-Score
02

Financial Trends

Revenue & Net Income ($B)

Margins (%)

03

18-Point Screening

01

Revenue Quality

A1DSO Change

DSO 38 days, change +5 days YoY

A2AR vs Revenue Growth

AR outpaced revenue for 2 consecutive years

A3Revenue vs CFFO

Revenue 8.4%, CFFO 54.6%. Cash follows revenue

02

Expense Quality

B1Inventory vs COGS

Inventory -29.1% vs COGS -15.0%. Normal

!
B2CapEx vs Revenue

CapEx growth 49.9% is >2x revenue growth 8.4%

!
B3SG&A Ratio

SG&A/Gross Profit = 1277.8%, exceeds 70%

!
B4Gross Margin

Gross margin swung +26.8pp (-24.1% → 2.7%)

03

Cash Flow Quality

C1CFFO vs Net Income

CFFO < Net Income for 3 consecutive years

!
C2Free Cash Flow

FCF is negative ($-2.5B)

C3Accruals Ratio

Accruals ratio = -19.3%. Low accruals

!
C4Cash vs Debt

Cash $6.1B covers 91% of debt $6.7B

04

Balance Sheet Health

D1Goodwill + Intangibles

No goodwill. Clean balance sheet

!
D2Leverage

Interest coverage = -13.1x (<2x). Financial stress

!
D3Soft Asset Growth

Other assets grew 30.5% vs revenue 8.4%

D4Asset Impairment

No write-off data

05

Acquisition Risk

E1Serial Acquirer FCF

FCF after acquisitions negative for 3 years

E2Goodwill Surge

No goodwill

06

Manipulation Score

F1Beneish M-Score

M-Score = -8.32 (< -2.22). Unlikely manipulator

04

Beneish M-Score

Manipulation Probability-8.32
-4.0 Clean-2.22 Grey-1.78 Danger0
1.156
DSRI
AR growing faster than revenue?
-9.033
GMI
Gross margin declining?
1.353
AQI
Asset quality deteriorating?
1.084
SGI
Revenue growth rate
1.573
DEPI
Depreciation slowing?
0.905
SGAI
SG&A ratio changing?
-0.1929
TATA
Accruals level
1.26
LVGI
Leverage increasing?
05

Altman Z-Score

-4.79
Distress Zone
0 Distress1.102.605.0+ Safe
0.3296
Liquidity
-1.8132
Cumulative profit
-0.2251
Operating efficiency
0.4446
Leverage

Generated from public financial data using forensic accounting frameworks. Not investment advice. Data: Yahoo Finance · 2026-04-08

Rivian Automotive, Inc. (RIVN) Earnings Quality Grade F — EarningsGrade