Research / Equities · Machinery & power · October 22, 2026Analyst report

Caterpillar

Caterpillar is the world’s largest maker of construction and mining equipment, and it has quietly become one of the biggest suppliers of power for AI data centers: gas engines, generators and turbines. Its backlog has nearly doubled to $72 billion. The shares ran past $1,000 and have fallen about 30% since.

Rating vs S&P 500HoldOn its own: overvalued
Value per share$442Cash-flow model, base case
Price at writing$703.84Close, Oct 22, 2026
Implied return−37.2%Price to value

Since the Report

Today’s close against the report’s numbers, updated every weekday. The analysis is as of October 22, 2026; the rating as of October 22, 2026. Both change only when the report is revised.

$647.39Last close, Oct 29, 2026
−8.0%Since the report’s $703.84
+46.5%Price against $442 value
$537 – $1,07352-week range

Where Each Method Lands, per Share

The cash-flow model’s bear-to-bull range, the probability-weighted value, the price, its 52-week range and the analysts’ average target. The copper line marks the base case; the fine dotted line is today’s close.

$0$400$800$1,200Cash-flow model$256 to $676, base $442Probability-weighted$454Price at writing$703.8452-week range$510 to $1,073Analyst average$922$0$400$800$1,200Cash-flow model$256 to $676Probability-weighted$454Price at writing$703.8452-week range$510 to $1,073Analyst average$922

Written on October 22, 2026, ahead of its third-quarter results on October 29. Figures are from the company’s filings and releases unless noted. Not investment advice. The author holds no CAT shares.

01 · The business

Bulldozers, mining trucks and data-center power.

Caterpillar has three equipment segments of similar size. Construction Industries sells excavators, loaders and bulldozers. Resource Industries sells mining trucks and equipment. Power & Energy makes engines, generator sets, gas turbines (through Solar Turbines) and rail locomotives. Financial Products lends to customers and dealers.

Power & Energy is the story. Data centers need on-site generation, both as backup and, increasingly, as their main supply where the grid cannot keep up. Caterpillar’s power generation sales rose 72% last quarter, gas engine orders now stretch into late 2028 and turbine orders into 2029–2030. It is restarting a mothballed 10-megawatt gas engine line to add 1.5 gigawatts of capacity, on top of a target of 65 gigawatts by 2030.

02 · Latest results

The first $20 billion quarter.

$20.5BSales, Q2 2026, +24%
21.9%Adjusted operating margin
$8.17Adjusted EPS, +73%
$72BBacklog, +92%
+72%Power generation sales
$5.1BFree cash flow, quarter

Second-quarter sales rose 24% to a record $20.5 billion and adjusted earnings per share 73%. All three segments grew: Construction 35%, Resource 20% and Power & Energy 17%, with margins of 23%, 15% and 25%. Backlog reached $72 billion, up $35 billion in a year, and 59% of it is expected to ship within twelve months.

Caterpillar raised its 2026 outlook to sales growth in the mid-to-high teens and free cash flow in the top half of its $6–15 billion range, with about $2.2 billion of tariff costs. The operating profit included $392 million of expected refunds of IEEPA tariffs. Third-quarter results come on October 29.

03 · The numbers

A record year after two flat ones.

FY2021FY2022FY2023FY2024FY2025TTM Jun 2026
Revenue$51.0B$59.4B$67.1B$64.8B$67.6B$74.7B
Operating margin13.5%13.3%19.3%20.2%16.5%17.5%
Net income$6.5B$6.7B$10.3B$10.8B$8.9B$10.8B
Operating cash flow$7.2B$7.8B$12.9B$12.0B$11.7B$13.6B
Capital spending$1.1B$1.3B$1.6B$2.0B$2.8B$2.9B
Free cash flow$6.1B$6.5B$11.3B$10.0B$8.9B$10.7B

Sales were flat from 2023 to 2025 as construction demand cooled; operating income fell in 2025 as tariffs and lower prices hit margins. 2026 is a sharp reacceleration, driven by data-center power and a construction rebound. The table includes Cat Financial, whose loans are funded by its own debt.

04 · Balance sheet and ownership

Low machinery debt, steady buybacks.

Caterpillar’s balance sheet has two halves. The machinery business had $5.9 billion of cash and $11.0 billion of debt at the end of June, about $5 billion of net debt. Cat Financial carries another $35 billion of debt, matched by the loans it makes to customers, so this model leaves it out. Caterpillar bought back $1.5 billion of stock and paid $0.7 billion of dividends in the second quarter, and plans about $3.5 billion of capital spending this year.

05 · Valuation

The model gives $442 a share.

AssumptionBase caseBasis
Sales, 2026$78BEstimate: 2025’s $67.6B plus the guided mid-to-high-teens growth
Growth, 2027 and 20288%, then 6%Power backlog ships; construction slows; fades to 3% by year 10
Operating margin20% rising to 21%Adjusted margin, less the one-off tariff refunds
Reinvestment$1 for every $3 of new salesNew engine and turbine capacity
Discount rate9.7%Beta 1.05, 3% machinery debt
Terminal growth3.0%With a 20% return on new capital
PV of 10 years of cash flow$98B
PV of terminal value$112B
Enterprise value$209B
Machinery net debt−$5.0B
Equity value$204B
Shares462.5M
Per share$442

Bear, Base and Bull

BearBaseBull
Growth, 2027 / 20280% / 2%8% / 6%12% / 10%
Long-run operating margin17%21%23%
Discount rate10.7%9.7%8.7%
Value per share$256$442$676
Probability25%50%25%

Weighted 25/50/25: $454. The bear case is the usual machinery downturn arriving as data-center orders normalise; the bull case keeps power growing at double digits through 2028.

Sensitivity to the Discount Rate

Discount rate8.5%9.0%9.5%10.0%10.5%
Value per share$537$492$454$422$394
Check the numbers

Every figure in this valuation comes from one model script, rerun and checked against this page each time the site is built. The XLSX model rebuilds it in live formulas: change any blue input and every year’s cash flow, the bridge to the value, the scenarios and the sensitivity table recalculate.

06 · What the price assumes

At $704, 18% growth for two years.

To justify the price, you needAgainst
Sales growth of about 18% a year in 2027 and 2028, then the same fade8% and 6%
Or a long-run operating margin of about 34%21%; Caterpillar has never sustained much above 21%

Even after a 30% fall the shares trade at about 32 times forward earnings, a multiple Caterpillar has rarely held outside the bottom of a downturn. Analysts are more optimistic, with an average target of about $922, though several cut their targets this month on slowing bookings, dealer inventories and the risk that data-center power demand normalises.

07 · Risks

What could go wrong, and what could go right.

RiskWhy it matters
The machinery cycleConstruction and mining equipment has always been cyclical; Construction grew 35% last quarter.
AI spendingPower & Energy’s growth depends on data-center build plans that could slow after 2027.
Tariffs and costsAbout $2.2 billion of tariff costs this year, plus rising diesel and material costs.
ValuationAt about 32 times forward earnings, a normal downturn would hit the shares hard.

Upside: a power backlog that keeps growing, turbines sold out into 2030, new engine capacity from late 2026, and more tariff refunds.

08 · Rating

Hold. The AI power trade, inside a cyclical company.

Caterpillar has become one of the largest suppliers of power for AI data centers, and its backlog makes the next two years visible. About 60% of the company is still construction and mining equipment, and the price assumes about 18% growth a year for two more years.

What would change the value: Third-quarter results on October 29, especially Power & Energy orders and the backlog, are the next test.

Rating against the S&P 500, October 22, 2026Hold
Expected value$439
Likely range, 10th–90th percentile$301–$586
Price at writing$703.84
Value against price−38%
On its ownOvervalued
S&P 500 value / price68%
Against the market−8%
Chance the value beats the price2%
Chance it is cheaper than the market34%
Analysts’ average target$922

Ranges, not three cases. The expected value is the average of 4,000 runs of this report’s own model, with every input drawn from a range: the base case is the middle, and the bear and bull cases are the 10th and 90th percentiles. Business inputs move together; the discount rate moves on its own. The 25/50/25 weighting in the valuation section gives $454. How the ranges work

Two different questions. The rating is relative: it asks whether the stock is cheaper or dearer than the S&P 500 on the same assumptions. The absolute view asks whether it is worth its price at all: on its own the stock trades above our estimated value, which is 38% below the price.

On the same assumptions every report uses (a 5.15% Treasury yield and a 4.5% equity premium), the S&P 500 itself is worth about 68% of its price. The rating compares each stock with that: Buy if it is at least 15% cheaper than the market on this basis, Sell if at least 15% dearer, Hold in between. It is the same rule for every company, whoever owns it. The rating depends on that assumption: it would be Hold if the index grows 6% a year and Sell at 10%, against 8% here. How ratings work

Against the Street: Analysts average about $922 and value Caterpillar on near-term earnings at a premium multiple. This model fades growth to 3% by year ten and holds the margin near 21%, its best level so far.

Against Its Industry

MeasureCaterpillarIndustry medianRank
Revenue growth, last fiscal year4.3%4.6%45 of 82Worse than the median
Operating margin17.5%17.4%40 of 82Better than the median
Price to earnings27.4×26.3×44 of 81Worse than the median
Free cash flow yield3.6%3.7%48 of 81Worse than the median

Peers: the 81 other S&P 500 companies in Industrials with complete data (ADP, ALLE, AME, AOS, AXON, BA, BE, BR, CARR, CHRW, CMI, CPRT, CSX, CTAS, DAL, DD, DE, DOV, EFX, EME, EMR, ETN, EXPD, FAST, FDX, FDXF, FERG, FIX, FTV, GD, GE, GEV, GNRC, GWW, HII, HON, HUBB, HWM, IEX, IR, ITW, J, JBHT, JCI, LDOS, LHX, LII, LMT, LUV, MAS, MMM, NDSN, NOC, NSC, ODFL, OTIS, PAYX, PCAR, PH, PNR, PWR, ROK, ROL, RSG, RTX, SNA, SWK, TDG, TT, TXT, UAL, UBER, UNP, UPS, URI, VLTO, VRSK, VRT, WAB, WM, XYL). Last twelve months where reported, from SEC filings; prices from the latest close. A lower price-to-earnings ratio ranks higher. These figures update with each data run; the rating does not.

Final view

The AI power trade, at an AI price.

The engines are sold out; the shares already know it.

09 · Figures and sources

Where the numbers come from.

WhatFiguresSource
Latest results$20.5B (Sales, Q2 2026, +24%), 21.9% (Adjusted operating margin), $8.17 (Adjusted EPS, +73%), $72B (Backlog, +92%) and othersQ2 2026 results; Results with segment detail, SEC; Earnings call
The numbers (five-year table)Five years of annual figures and the last twelve monthsSEC XBRL company facts; latest: 10-K for the period to 2025-12-31, 10-Q for the period to 2026-06-30
Price at writing$703.84 (Close, Oct 22, 2026)Yahoo Finance; the time of the quote is stated beside the price
Discount rate inputs10-year Treasury 5.15%, equity risk premium 4.5%Fixed for every report so they can be compared; How ratings work
ValuationEvery value, case and sensitivityThis site’s model: XLSX, CSV
Checked by handNot yetReports are added to the audit log as they are revised

Ranges Used in the Simulation

InputBear (10th percentile)Base (median)Bull (90th percentile)
Growth, first forecast year0.0%8.0%12.0%
Growth, second forecast year2.0%6.0%10.0%
Operating margin, near term17.0%20.0%21.5%
Operating margin, long run17.0%21.0%23.0%
Discount rate10.7%9.7%8.7%
Simulation result
Expected value (average of 4,000 runs)$439.17
Likely range, 10th to 90th percentile$300.66 to $585.59
Median$432.14
Chance the value is above the price2%
Chance it is cheaper than the S&P 50034%

Each input is drawn from a split normal: its bear and bull values are the 10th and 90th percentiles, so the two sides can differ. Business inputs share a common factor (correlation 0.6); the discount rate moves on its own. Inputs not listed are held at their base value. How the simulation works.