Stock Analysis on Net

Caterpillar Inc. (NYSE:CAT)

Analysis of Income Taxes

Microsoft Excel

Income Tax Expense (Benefit)

Caterpillar Inc., income tax expense (benefit), continuing operations

US$ in millions

Microsoft Excel
12 months ended: Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
U.S. 1,584 1,627 1,055 766 18
Non-U.S. 1,531 1,592 1,255 1,283 1,031
State (U.S.) 135 154 134 76 31
Current tax provision 3,250 3,373 2,444 2,125 1,080
U.S. (553) (391) (404) (387) (44)
Non-U.S. (69) (164) 50 54 (34)
State (U.S.) 1 (37) (23) (50) 4
Deferred tax benefit (621) (592) (377) (383) (74)
Provision for income taxes 2,629 2,781 2,067 1,742 1,006

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

Item Description The company
Current tax provision Amount of current income tax expense (benefit) pertaining to taxable income (loss) from continuing operations. Caterpillar Inc. current tax provision increased from 2022 to 2023 but then slightly decreased from 2023 to 2024.
Deferred tax benefit Amount of deferred income tax expense (benefit) pertaining to income (loss) from continuing operations. Caterpillar Inc. deferred tax benefit decreased from 2022 to 2023 and from 2023 to 2024.
Provision for income taxes Amount of current income tax expense (benefit) and deferred income tax expense (benefit) pertaining to continuing operations. Caterpillar Inc. provision for income taxes increased from 2022 to 2023 but then slightly decreased from 2023 to 2024.

Effective Income Tax Rate (EITR)

Caterpillar Inc., effective income tax rate (EITR) reconciliation

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
U.S. statutory tax rate 21.00% 21.00% 21.00% 21.00% 21.00%
Non-U.S. subsidiaries taxed at other than the U.S. rate 1.40% 1.00% 2.70% 2.60% 7.10%
State and local taxes, net of federal 0.90% 0.70% 1.00% 0.30% 0.80%
U.S. tax incentives -1.80% -1.30% -1.90% -1.50% -1.30%
Tax law change related to currency translation -1.70% 0.00% 0.00% 0.00% 0.00%
Nondeductible goodwill 0.00% 0.00% 1.80% 0.00% 0.00%
Other, net -0.10% -0.10% -1.00% -1.20% -2.40%
Effective tax rate 19.70% 21.30% 23.60% 21.20% 25.20%

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

Item Description The company
Effective tax rate Percentage of current income tax expense (benefit) and deferred income tax expense (benefit) pertaining to continuing operations. Caterpillar Inc. effective tax rate decreased from 2022 to 2023 and from 2023 to 2024.

Components of Deferred Tax Assets and Liabilities

Caterpillar Inc., components of deferred tax assets and liabilities

US$ in millions

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
Research expenditures 1,735 1,350 949 415 193
Tax carryforwards 1,346 1,389 1,349 1,380 1,346
Postemployment benefits 560 656 728 959 1,315
Employee compensation and benefits 531 634 459 464 267
Warranty reserves 303 325 282 266 247
Post sale discounts 260 253 159 143 153
Inventory valuation 183 138 147
Lease obligations 151 144 144 159 154
Other, net 288 205 382 509 326
Deferred income tax assets, gross 5,357 5,094 4,599 4,295 4,001
Valuation allowance for deferred tax assets (874) (934) (1,014) (1,028) (1,009)
Deferred income tax assets 4,483 4,160 3,585 3,267 2,992
Capital and intangible assets, including lease basis differences (1,270) (1,312) (1,401) (1,457) (1,526)
Other outside basis differences (253) (267) (264) (264) (284)
Undistributed profits, including translation adjustments (201) (401) (344) (289) (242)
Deferred income tax liabilities (1,724) (1,980) (2,009) (2,010) (2,052)
Deferred income taxes, net 2,759 2,180 1,576 1,257 940

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

Item Description The company
Deferred income tax assets, gross Amount before allocation of valuation allowances of deferred tax asset attributable to deductible temporary differences and carryforwards. Caterpillar Inc. deferred income tax assets, gross increased from 2022 to 2023 and from 2023 to 2024.
Deferred income tax assets Amount after allocation of valuation allowances of deferred tax asset attributable to deductible temporary differences and carryforwards. Caterpillar Inc. deferred income tax assets increased from 2022 to 2023 and from 2023 to 2024.
Deferred income taxes, net Amount, after allocation of valuation allowances and deferred tax liability, of deferred tax asset attributable to deductible differences and carryforwards, without jurisdictional netting. Caterpillar Inc. deferred income taxes, net increased from 2022 to 2023 and from 2023 to 2024.

Deferred Tax Assets and Liabilities, Classification

Caterpillar Inc., deferred tax assets and liabilities, classification

US$ in millions

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
Deferred income tax assets (included in Noncurrent deferred and refundable income taxes) 3,191 2,634 2,047 1,669 1,358
Deferred income tax liabilities (included in Other liabilities) 432 454 471 412 418

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

Item Description The company
Deferred income tax assets (included in Noncurrent deferred and refundable income taxes) Amount, after allocation of valuation allowances and deferred tax liability, of deferred tax asset attributable to deductible differences and carryforwards, with jurisdictional netting and classified as noncurrent. Caterpillar Inc. deferred income tax assets (included in Noncurrent deferred and refundable income taxes) increased from 2022 to 2023 and from 2023 to 2024.
Deferred income tax liabilities (included in Other liabilities) Amount, after deferred tax asset, of deferred tax liability attributable to taxable differences, with jurisdictional netting and classified as noncurrent. Caterpillar Inc. deferred income tax liabilities (included in Other liabilities) decreased from 2022 to 2023 and from 2023 to 2024.

Adjustments to Financial Statements: Removal of Deferred Taxes

Caterpillar Inc., adjustments to financial statements

US$ in millions

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
Adjustment to Total Assets
Total assets (as reported) 87,764 87,476 81,943 82,793 78,324
Less: Noncurrent deferred tax assets, net 3,191 2,634 2,047 1,669 1,358
Total assets (adjusted) 84,573 84,842 79,896 81,124 76,966
Adjustment to Total Liabilities
Total liabilities (as reported) 68,270 67,973 66,052 66,277 62,946
Less: Noncurrent deferred tax liabilities, net 432 454 471 412 418
Total liabilities (adjusted) 67,838 67,519 65,581 65,865 62,528
Adjustment to Equity Attributable To Common Shareholders
Equity attributable to common shareholders (as reported) 19,491 19,494 15,869 16,484 15,331
Less: Net deferred tax assets (liabilities) 2,759 2,180 1,576 1,257 940
Equity attributable to common shareholders (adjusted) 16,732 17,314 14,293 15,227 14,391
Adjustment to Profit Attributable To Common Stockholders
Profit attributable to common stockholders (as reported) 10,792 10,335 6,705 6,489 2,998
Add: Deferred income tax expense (benefit) (621) (592) (377) (383) (74)
Profit attributable to common stockholders (adjusted) 10,171 9,743 6,328 6,106 2,924

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).


Caterpillar Inc., Financial Data: Reported vs. Adjusted


Adjusted Financial Ratios: Removal of Deferred Taxes (Summary)

Caterpillar Inc., adjusted financial ratios

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
Net Profit Margin
Reported net profit margin 17.59% 16.18% 11.85% 13.47% 7.68%
Adjusted net profit margin 16.58% 15.25% 11.19% 12.67% 7.49%
Total Asset Turnover
Reported total asset turnover 0.70 0.73 0.69 0.58 0.50
Adjusted total asset turnover 0.73 0.75 0.71 0.59 0.51
Financial Leverage
Reported financial leverage 4.50 4.49 5.16 5.02 5.11
Adjusted financial leverage 5.05 4.90 5.59 5.33 5.35
Return on Equity (ROE)
Reported ROE 55.37% 53.02% 42.25% 39.37% 19.56%
Adjusted ROE 60.79% 56.27% 44.27% 40.10% 20.32%
Return on Assets (ROA)
Reported ROA 12.30% 11.81% 8.18% 7.84% 3.83%
Adjusted ROA 12.03% 11.48% 7.92% 7.53% 3.80%

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

Financial ratio Description The company
Adjusted net profit margin An indicator of profitability, calculated as adjusted net income divided by total revenue. Caterpillar Inc. adjusted net profit margin ratio improved from 2022 to 2023 and from 2023 to 2024.
Adjusted total asset turnover An activity ratio calculated as total revenue divided by adjusted total assets. Caterpillar Inc. adjusted total asset turnover ratio improved from 2022 to 2023 but then slightly deteriorated from 2023 to 2024 not reaching 2022 level.
Adjusted financial leverage A measure of financial leverage calculated as adjusted total assets divided by adjusted total equity.
Financial leverage is the extent to which a company can effect, through the use of debt, a proportional change in the return on common equity that is greater than a given proportional change in operating income.
Caterpillar Inc. adjusted financial leverage ratio decreased from 2022 to 2023 but then slightly increased from 2023 to 2024.
Adjusted ROE A profitability ratio calculated as adjusted net income divided by adjusted shareholders’ equity. Caterpillar Inc. adjusted ROE improved from 2022 to 2023 and from 2023 to 2024.
Adjusted ROA A profitability ratio calculated as adjusted net income divided by adjusted total assets. Caterpillar Inc. adjusted ROA improved from 2022 to 2023 and from 2023 to 2024.

Caterpillar Inc., Financial Ratios: Reported vs. Adjusted


Adjusted Net Profit Margin

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
As Reported
Selected Financial Data (US$ in millions)
Profit attributable to common stockholders 10,792 10,335 6,705 6,489 2,998
Sales of Machinery, Energy & Transportation 61,363 63,869 56,574 48,188 39,022
Profitability Ratio
Net profit margin1 17.59% 16.18% 11.85% 13.47% 7.68%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted profit attributable to common stockholders 10,171 9,743 6,328 6,106 2,924
Sales of Machinery, Energy & Transportation 61,363 63,869 56,574 48,188 39,022
Profitability Ratio
Adjusted net profit margin2 16.58% 15.25% 11.19% 12.67% 7.49%

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

2024 Calculations

1 Net profit margin = 100 × Profit attributable to common stockholders ÷ Sales of Machinery, Energy & Transportation
= 100 × 10,792 ÷ 61,363 = 17.59%

2 Adjusted net profit margin = 100 × Adjusted profit attributable to common stockholders ÷ Sales of Machinery, Energy & Transportation
= 100 × 10,171 ÷ 61,363 = 16.58%

Profitability ratio Description The company
Adjusted net profit margin An indicator of profitability, calculated as adjusted net income divided by total revenue. Caterpillar Inc. adjusted net profit margin ratio improved from 2022 to 2023 and from 2023 to 2024.

Adjusted Total Asset Turnover

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
As Reported
Selected Financial Data (US$ in millions)
Sales of Machinery, Energy & Transportation 61,363 63,869 56,574 48,188 39,022
Total assets 87,764 87,476 81,943 82,793 78,324
Activity Ratio
Total asset turnover1 0.70 0.73 0.69 0.58 0.50
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Sales of Machinery, Energy & Transportation 61,363 63,869 56,574 48,188 39,022
Adjusted total assets 84,573 84,842 79,896 81,124 76,966
Activity Ratio
Adjusted total asset turnover2 0.73 0.75 0.71 0.59 0.51

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

2024 Calculations

1 Total asset turnover = Sales of Machinery, Energy & Transportation ÷ Total assets
= 61,363 ÷ 87,764 = 0.70

2 Adjusted total asset turnover = Sales of Machinery, Energy & Transportation ÷ Adjusted total assets
= 61,363 ÷ 84,573 = 0.73

Activity ratio Description The company
Adjusted total asset turnover An activity ratio calculated as total revenue divided by adjusted total assets. Caterpillar Inc. adjusted total asset turnover ratio improved from 2022 to 2023 but then slightly deteriorated from 2023 to 2024 not reaching 2022 level.

Adjusted Financial Leverage

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
As Reported
Selected Financial Data (US$ in millions)
Total assets 87,764 87,476 81,943 82,793 78,324
Equity attributable to common shareholders 19,491 19,494 15,869 16,484 15,331
Solvency Ratio
Financial leverage1 4.50 4.49 5.16 5.02 5.11
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted total assets 84,573 84,842 79,896 81,124 76,966
Adjusted equity attributable to common shareholders 16,732 17,314 14,293 15,227 14,391
Solvency Ratio
Adjusted financial leverage2 5.05 4.90 5.59 5.33 5.35

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

2024 Calculations

1 Financial leverage = Total assets ÷ Equity attributable to common shareholders
= 87,764 ÷ 19,491 = 4.50

2 Adjusted financial leverage = Adjusted total assets ÷ Adjusted equity attributable to common shareholders
= 84,573 ÷ 16,732 = 5.05

Solvency ratio Description The company
Adjusted financial leverage A measure of financial leverage calculated as adjusted total assets divided by adjusted total equity.
Financial leverage is the extent to which a company can effect, through the use of debt, a proportional change in the return on common equity that is greater than a given proportional change in operating income.
Caterpillar Inc. adjusted financial leverage ratio decreased from 2022 to 2023 but then slightly increased from 2023 to 2024.

Adjusted Return on Equity (ROE)

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
As Reported
Selected Financial Data (US$ in millions)
Profit attributable to common stockholders 10,792 10,335 6,705 6,489 2,998
Equity attributable to common shareholders 19,491 19,494 15,869 16,484 15,331
Profitability Ratio
ROE1 55.37% 53.02% 42.25% 39.37% 19.56%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted profit attributable to common stockholders 10,171 9,743 6,328 6,106 2,924
Adjusted equity attributable to common shareholders 16,732 17,314 14,293 15,227 14,391
Profitability Ratio
Adjusted ROE2 60.79% 56.27% 44.27% 40.10% 20.32%

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

2024 Calculations

1 ROE = 100 × Profit attributable to common stockholders ÷ Equity attributable to common shareholders
= 100 × 10,792 ÷ 19,491 = 55.37%

2 Adjusted ROE = 100 × Adjusted profit attributable to common stockholders ÷ Adjusted equity attributable to common shareholders
= 100 × 10,171 ÷ 16,732 = 60.79%

Profitability ratio Description The company
Adjusted ROE A profitability ratio calculated as adjusted net income divided by adjusted shareholders’ equity. Caterpillar Inc. adjusted ROE improved from 2022 to 2023 and from 2023 to 2024.

Adjusted Return on Assets (ROA)

Microsoft Excel
Dec 31, 2024 Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020
As Reported
Selected Financial Data (US$ in millions)
Profit attributable to common stockholders 10,792 10,335 6,705 6,489 2,998
Total assets 87,764 87,476 81,943 82,793 78,324
Profitability Ratio
ROA1 12.30% 11.81% 8.18% 7.84% 3.83%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted profit attributable to common stockholders 10,171 9,743 6,328 6,106 2,924
Adjusted total assets 84,573 84,842 79,896 81,124 76,966
Profitability Ratio
Adjusted ROA2 12.03% 11.48% 7.92% 7.53% 3.80%

Based on: 10-K (reporting date: 2024-12-31), 10-K (reporting date: 2023-12-31), 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31).

2024 Calculations

1 ROA = 100 × Profit attributable to common stockholders ÷ Total assets
= 100 × 10,792 ÷ 87,764 = 12.30%

2 Adjusted ROA = 100 × Adjusted profit attributable to common stockholders ÷ Adjusted total assets
= 100 × 10,171 ÷ 84,573 = 12.03%

Profitability ratio Description The company
Adjusted ROA A profitability ratio calculated as adjusted net income divided by adjusted total assets. Caterpillar Inc. adjusted ROA improved from 2022 to 2023 and from 2023 to 2024.