What is SOFI's forecasted revenue?

Sofi Technologies, Inc. is forecasted to generate $610.7M in FY revenue, representing -1.4% year-over-year growth.

How accurate is the SOFI revenue forecast model?

The ARDL model achieves 1.0% MAPE (Mean Absolute Percentage Error). In a holdout test, it predicted $137M versus the actual $170M.

Sofi Technologies, Inc. SOFI

Revenue Intelligence Report • 22 quarters of SEC filing data • Updated 2026-03-15

Revenue appears to be driven primarily by SG&A spending, with $1 of SG&A generating $144.32 of long-run revenue, while $1 of R&D spending yields a negative $5.15 in long-run revenue. The model is linear with a 1.0% MAPE, but holdout testing produced a sizeable miss (predicted $137M vs actual $170M, about 19.3% error), signaling forecast risk. The FY revenue outlook is about $611M, representing a -1.4% year-over-year change and implying modest top-line headwinds. Investors should consider the strong SG&A ROI alongside the negative R&D ROI and the holdout miss as potential risks to the sustainability of the forecast.

Investment Thesis

Our ARDL model tracks Sofi Technologies, Inc.'s revenue with exceptional precision (1.0% MAPE), indicating highly predictable cash flows. Each $1 of SG&A spending generates $144.32 in revenue, reflecting strong commercial efficiency.

Next FY Revenue

$610.7M

-1.4% YoY

R&D Multiplier

$-5.15 per $1

SG&A Multiplier

$144.32 per $1

Model Accuracy

1.0% MAPE

Holdout validation: The model predicted $137M vs the actual $170M — an error of 19.3%.

⚠ 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 ($170M) came in 19% above the spending-based forecast ($137M). This suggests that Sofi Technologies, Inc.'s recent revenue growth is driven significantly by external demand factors — such as market pricing, product cycle tailwinds, or structural demand shifts — beyond what its R&D and SG&A spending alone would predict.

Revenue Forecast

Quarterly Detail

Quarter	Model Forecast	Actual	95% Range	YoY Growth	Status
Q4 2025	$137M	$170M	$134M – $140M	+1.4%	✗ Outside range
Q2 2026	$154M		$150M – $158M	+9.8%
Q3 2026	$132M		$127M – $137M	-13.1%
Q4 2026	$203M		$197M – $209M	+29.2%
Q1 2027	$122M		$115M – $129M	-28.3%

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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