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Will CAT's total backlog decline below $48B by end of Q2 2026?

Resolves August 15, 2026(170d)
IG: 0.80

Current Prediction

7%
Likely No
Model Agreement94%
Predictions9 runs
Last UpdatedFebruary 23, 2026

Why This Question Matters

Backlog trajectory is the most direct test of the CONDITIONAL revenue durability thesis. All 5 lenses identified data center/power generation as the key growth driver, with the $51B record backlog providing 12-24 months of visibility. If backlog declines below $48B, it would signal either demand deceleration or order cancellations — both would escalate REVENUE_DURABILITY toward FRAGILE and undermine the structural growth narrative supporting the 20x+ P/E re-rating. If backlog holds or grows, it validates that E&T demand remains robust and the CONDITIONAL assessment's growth component is intact.

REVENUE_DURABILITYCOMPETITIVE_POSITIONEXPECTATIONS_PRICED

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 5%10%Aggregate: 7%
Individual Predictions(9 runs)
opusRun 1
8%

The $51B backlog would need to drop $3B+ to breach $48B. With 62% delivering within 12 months (~$31.6B over 12 months, ~$15.8B in H1), backlog only declines if deliveries exceed new orders by >$3B in 6 months. Given 4 recent >1GW power gen orders, extending lead times, and CAT doubling large engine capacity (signaling management expects sustained demand), new order flow remains strong. The only realistic scenario is mass cancellations requiring hyperscaler CapEx pullback that has not materialized and would take quarters to propagate through the order book.

62% delivery rate means ~$15.8B H1 deliveries vs strong ongoing order flow4 orders >1GW recently booked indicate robust demand pipelineCapacity expansion plans signal management confidence in sustained demand
opusRun 2
7%

Historical cycle patterns (fiber 2001, LNG 2015) show infrastructure buildouts can reverse, but the question is about H1 2026 specifically -- only ~5 months from the data vintage. Even if hyperscaler CapEx guidance weakens at Q1 earnings (April 2026), cancellation processes take quarters and contract terms for >1GW orders likely include penalties. The 71% YoY backlog growth represents massive momentum that would take longer than 6 months to reverse even under adverse conditions. Contract cancellation terms are undisclosed but frame agreements with inflationary indices suggest firm commitments.

71% YoY backlog growth represents enormous momentum requiring extended reversal periodContract cancellation for >1GW orders likely involves penalties and multi-quarter processesOnly 5 months of exposure reduces probability of black swan materialization
opusRun 3
6%

The $48B threshold is only ~6% below current $51B, but every directional indicator points toward backlog growth, not decline. Management doubling large recip engine capacity at Lafayette and >2x gas turbine capacity at Solar Turbines -- they would not commit $3.5B+ CapEx if order flow were weakening. Lead times extending for large turbines (Titan 250/350) means demand exceeds current capacity. The 38% of backlog NOT delivering within 12 months (~$19.4B) acts as a structural floor that cannot erode quickly. Even a moderate slowdown in new orders would produce flat-to-growing backlog, not a decline to $48B.

$3.5B+ CapEx commitment to capacity expansion signals management conviction in sustained demandExtending lead times for Titan 250/350 confirm demand exceeds current capacity38% of backlog ($19.4B) not delivering within 12 months creates structural floor
sonnetRun 1
9%

$51B to $48B requires >$3B net decline in 6 months. With ~$15.8B in H1 deliveries (half of 62% annual delivery rate) and strong order flow (power gen +44% growth, 4 orders >1GW), new bookings almost certainly exceed or match deliveries. Even if order pace slowed dramatically, the math does not support a $3B net drawdown given E&T revenue momentum at $9.4B in Q4 alone and management guiding 7% FY2026 sales growth. The Revenue Revealer confirmed E&T is diversified beyond data center into oil & gas, marine, and rail (~$10B of ~$32B E&T), providing order flow diversification.

H1 delivery math: ~$15.8B deliveries would need to be offset by <$12.8B new orders -- implying massive demand collapseE&T diversification beyond data center (oil & gas, marine, rail ~$10B) supports continued order flowManagement FY2026 guidance of ~7% growth implies backlog supporting higher, not lower, revenue
sonnetRun 2
5%

This is near-zero probability in the H1 2026 timeframe. Every data point -- record $51B backlog, capacity expansion doubling large engine production, extending lead times for Titan turbines, 4 orders >1GW, weekly/monthly hyperscaler engagement, management guiding 7% growth -- points in the opposite direction. The only path to below $48B is a sudden, unprecedented collapse in data center demand that has shown zero precursor signals. The Myth Meter notes narrative overstates breadth, but the absolute backlog figures are independently verified at E3 evidence level.

Zero precursor signals for demand collapse in any monitored channelAll 5 committee lenses agree E&T order flow remains strong through analysis dateRecord backlog verified at E3 evidence level leaves minimal room for data quality concerns
sonnetRun 3
8%

The Myth Meter finding that 'narrative overstates breadth' and the unresolved debate about whether data center buildout is structural vs. cyclical introduce some tail risk. However, the math constrains outcomes: E&T is internally diversified beyond data center with oil & gas, marine, and rail representing ~$10B of ~$32B E&T revenue. Even if power gen orders stalled completely (extreme scenario), the non-power-gen E&T backlog component plus CI and RI segments would prevent total backlog from falling $3B+ in 6 months. Services revenue at $24B (~36% of total) provides additional recurring backlog support.

Non-power-gen E&T segments provide ~$10B of diversified backlog supportServices at $24B (36% of total) adds recurring revenue/backlog stabilityMyth Meter tension about narrative breadth doesn't change near-term backlog arithmetic
haikuRun 1
7%

Backlog grew from $29.8B to $51B in one year (+71%). Direction is strongly upward. The $48B threshold requires a reversal of this trajectory with $3B+ net decline in 6 months. No indicators from the committee analysis support reversal in H1 2026. Capacity expansion, extending lead times, and 4 recent >1GW orders all confirm continued demand momentum.

+71% YoY backlog growth shows massive upward momentumCapacity expansion confirms management expects sustained demandNo committee-identified indicators signal near-term reversal
haikuRun 2
10%

Record backlog with expanding capacity and extending lead times argues strongly against decline. However, the committee flagged undisclosed cancellation terms (E2 evidence, not verified at E3) as a material unresolved debate. If cancellation provisions are weak and a hyperscaler CapEx pullback occurs in Q1 2026, there is a small tail risk of rapid backlog erosion. Still, the 6-month window is very short for this scenario to play out fully.

Undisclosed cancellation terms create small tail risk if provisions are weak6-month window is very short for demand reversal to propagate through order bookHyperscaler CapEx pullback is the precursor signal to monitor but has not appeared
haikuRun 3
6%

62% of $51B backlog delivers within 12 months, meaning ~$31.6B annually or ~$15.8B in H1. If new orders match even 80% of current pace, backlog stays well above $48B. The delivery schedule alone ensures backlog cannot fall to $48B unless new orders collapse to near zero, which no indicator supports.

Delivery math: $15.8B H1 deliveries require only modest new order flow to maintain $48B+No indicator supports new order collapse to levels needed for $48B breachExtending lead times suggest order backlog growing, not shrinking

Resolution Criteria

Resolves YES if Caterpillar reports total backlog below $48.0B in either the Q1 2026 or Q2 2026 earnings release (8-K filing or earnings call). Resolves NO if backlog remains at or above $48.0B through both Q1 and Q2 2026 reporting periods.

Resolution Source

CAT Q1 2026 and Q2 2026 earnings press releases (8-K filings) or earnings call transcripts

Source Trigger

Data center power gen order pace slowing (backlog flattens or declines)

gravy-gaugeREVENUE_DURABILITYHIGH
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