Parker-Hannifin Corporation PH

Revenue Intelligence Report • 53 quarters of SEC filing data • Updated 2026-03-15

With 53 quarters of data under a linear model, SG&A spending is a primary revenue driver, as every $1 of SG&A is estimated to generate $3.77 in long-run revenue. The forecasting framework shows solid accuracy at 2.8% MAPE, with a holdout test error of 5.2% (predicted $4.9B vs actual $5.2B). The latest quarterly revenue was $5.174B, and the FY forecast calls for about $20B in revenue, down 2.1% YoY. The near-term outlook points to a modest topline decline, but the ROI from SG&A spending remains favorable, supporting long-run revenue growth through disciplined cost allocation.

Investment Thesis

Our ARDL model tracks Parker-Hannifin Corporation's revenue with exceptional precision (2.8% MAPE), indicating highly predictable cash flows. Each $1 of SG&A spending generates $3.77 in revenue, reflecting strong commercial efficiency.

Next FY Revenue
$19.5B
-2.1% YoY
SG&A Multiplier
$3.77 per $1
Model Accuracy
2.8% MAPE
Holdout validation: The model predicted $4.9B vs the actual $5.2B — an error of 5.2%.
Note: Parker-Hannifin Corporation does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

PH Revenue Forecast

Quarterly Detail

QuarterModel ForecastActual95% RangeYoY GrowthStatus
Q4 2025 $4.9B $5.2B $4.7B – $5.1B +0.0% ✗ Outside range
Q2 2026 $5.0B $4.6B – $5.3B +4.6%
Q3 2026 $4.9B $4.5B – $5.3B -0.9%
Q4 2026 $4.8B $4.4B – $5.3B -5.2%
Q1 2027 $4.8B $4.3B – $5.4B -6.3%

Seasonal Factors

Multiplicative seasonal adjustment: These factors capture Parker-Hannifin Corporation's systematic quarterly revenue patterns relative to the trend model. A factor of 1.05 means that quarter typically runs 5% above the underlying trend; 0.95 means 5% below. Factors are computed as the median of (actual / fitted) across all available quarters.
Fiscal QuarterSeasonal Factorvs TrendInterpretationObs.
FQ1 (Sep–Nov) 0.99 -1.0% In line with trend 16
FQ2 (Dec–Feb) 0.9914 -0.9% In line with trend 17
FQ3 (Mar–May) 1.0241 +2.4% In line with trend 16
FQ4 (Jun–Aug) 1.0 +0.0% In line with trend 0

How Spending Drives Revenue

PH Spending Timing
Reading this chart: Each line shows the cumulative revenue generated per $1 spent over subsequent quarters. The effect builds over 4-5 quarters as investments mature.

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