Altria Group, Inc. MO
Revenue Intelligence Report • 7 quarters of SEC filing data • Updated 2026-03-15
Altria Group, Inc. has a forecasted full-year revenue of $24B, a -2.4% year-over-year change, based on 7 quarters of SEC filing data. The ARDL model achieves strong accuracy at 3.1% MAPE.
Investment Thesis
The econometric model achieves strong accuracy (3.1% MAPE), suggesting Altria Group, Inc.'s revenue trajectory is well-characterized by its spending patterns.
Next FY Revenue
$24.5B
-2.4% YoY
SG&A Elasticity
-0.02x
Model Accuracy
3.1% MAPE
Holdout validation: The model predicted $5.9B vs the actual $6.3B — an error of 5.6%.
⚠ 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.
Note:
Altria Group, Inc. 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 |
|---|---|---|---|---|---|
| Q3 2023 | $5.9B | $6.3B | $5.5B – $6.4B | -9.4% | ✓ In range |
| Q4 2023 | $6.3B | $5.7B – $7.0B | -3.7% | ||
| Q2 2024 | $6.0B | $5.3B – $6.8B | +4.6% | ||
| Q3 2024 | $6.2B | $5.3B – $7.1B | -5.2% | ||
| Q4 2024 | $6.0B | $5.1B – $7.0B | -4.6% |
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.
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