What is PGR's forecasted revenue?

Progressive Corp/Oh/ is forecasted to generate $100.0B in FY revenue, representing +14.0% year-over-year growth.

How accurate is the PGR revenue forecast model?

The ARDL model achieves 2.6% MAPE (Mean Absolute Percentage Error). In a holdout test, it predicted $23B versus the actual $23B.

Progressive Corp/Oh/ PGR

Revenue Intelligence Report • 70 quarters of SEC filing data • Updated 2026-03-15

Progressive’s revenue is on a solid upcycle, with FY revenue at about $100B and a forecast of roughly +14% year over year to around $114B, driven by ongoing rate actions and policy growth in the premium base. Our econometric model shows SG&A spend becoming increasingly revenue-accretive: a 1% rise in SG&A is linked to about 1.04% higher revenue, and the time-varying elasticity has moved from negative to roughly 0.40x, meaning incremental SG&A dollars are translating into topline gains. Forecast reliability is credible: our model’s holdout predicted about $23.2B versus actual $22.7B, a -2.1% miss, with a MAPE of 2.6%. Key risk is underwriting and claims volatility—adverse loss experience or stronger pricing competition could temper the revenue trajectory.

Investment Thesis

Our ARDL model tracks Progressive Corp/Oh/'s revenue with exceptional precision (2.6% MAPE), indicating highly predictable cash flows. Sales & marketing spend shows a 1.04x elasticity, suggesting effective go-to-market execution.

Next FY Revenue

$100.0B

+14.0% YoY

SG&A Elasticity

1.04x

Model Accuracy

2.6% MAPE

Holdout validation: The model predicted $23B vs the actual $23B — an error of 2.1%.

Note: Progressive Corp/Oh/ does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

Quarterly Detail

Quarter	Model Forecast	Actual	95% Range	YoY Growth	Status
Q4 2025	$23B	$23B	$22B – $25B	+14.5%	✓ In range
Q2 2026	$24B		$21B – $26B	+15.5%
Q3 2026	$25B		$22B – $28B	+12.1%
Q4 2026	$26B		$22B – $30B	+14.2%
Q1 2027	$26B		$22B – $31B	+14.4%

How Spending Drives Revenue

Reading this chart: Each line shows the cumulative elasticity — how a 1% increase in spending translates to revenue growth over subsequent quarters. The effect builds over 4-5 quarters as investments compound.

Spending Efficiency Over Time

Time-varying analysis: A penalized spline model (GAM) tracks how the link between spending and revenue has evolved over 70 quarters. A falling elasticity means the company needs less incremental spending to sustain growth — a hallmark of operating leverage from platform scale, pricing power, or recurring-revenue streams. A rising elasticity suggests the company is becoming more spending-dependent.
Current SG&A elasticity: 0.3958x

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