What is APP's forecasted revenue?

Applovin Corporation is forecasted to generate $9.02B in FY revenue, representing +64.5% year-over-year growth.

How accurate is the APP revenue forecast model?

The ARDL model achieves 6.5% MAPE (Mean Absolute Percentage Error). In a holdout test, it predicted $1.8B versus the actual $1.3B.

Applovin Corporation APP

Revenue Intelligence Report • 24 quarters of SEC filing data • Updated 2026-03-15

R&D spending drives revenue growth, with the model assuming $1 of R&D yields $5.86 in long-run revenue, while $1 of SG&A reduces long-run revenue by $3.06. The model is linear, estimated on 24 quarters of data, and reports a 6.5% MAPE indicating moderate accuracy. In holdout testing, the model predicted about $1.8B versus actual $1.3B, a 33.9% miss that highlights some risk in near-term forecasts. The FY revenue forecast is $9.0B, up 64.5% year over year, signaling a strong growth outlook but investors should weigh the model risk and SG&A drag when sizing upside.

Investment Thesis

The econometric model achieves strong accuracy (6.5% MAPE), suggesting Applovin Corporation's revenue trajectory is well-characterized by its spending patterns. Every $1 of R&D investment is associated with $5.86 of revenue, indicating efficient capital deployment in innovation.

Next FY Revenue

$9.02B

+64.5% YoY

R&D Multiplier

$5.86 per $1

SG&A Multiplier

$-3.06 per $1

Model Accuracy

6.5% MAPE

Holdout validation: The model predicted $1.8B vs the actual $1.3B — an error of 33.9%.

⚠ Model limitation: This company shows negative spending multipliers, meaning increases in spending have not directly translated into revenue growth. This typically occurs with commodity-driven companies or hypergrowth companies.

Investor insight: Actual revenue ($1.3B) came in 34% below the spending-based forecast ($1.8B). This suggests spending is not yet translating to revenue at historical rates.

Revenue Forecast

Quarterly Detail

Quarter	Model Forecast	Actual	95% Range	YoY Growth	Status
Q4 2025	$1.8B	$1.3B	$1.6B – $1.9B	+187.9%	✗ Outside range
Q2 2026	$2.0B		$1.8B – $2.2B	+34.1%
Q3 2026	$2.2B		$1.9B – $2.4B	+72.4%
Q4 2026	$2.3B		$2.0B – $2.6B	+66.5%
Q1 2027	$2.5B		$2.2B – $2.9B	+88.9%

Seasonal Factors

Multiplicative seasonal adjustment: These factors capture Applovin 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 Quarter	Seasonal Factor	vs Trend	Interpretation	Obs.
FQ1 (Sep–Nov)	0.9957	-0.4%	In line with trend	5
FQ2 (Dec–Feb)	0.992	-0.8%	In line with trend	4
FQ3 (Mar–May)	0.949	-5.1%	-5.1% below trend	5
FQ4 (Jun–Aug)	1.0457	+4.6%	+4.6% above trend	5

How Spending Drives Revenue

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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