Datadog, Inc. DDOG
Revenue Intelligence Report • 29 quarters of SEC filing data • Updated 2026-03-15
Datadog, Inc. has a forecasted full-year revenue of $4.2B, a +23.6% year-over-year change, based on 29 quarters of SEC filing data. Key revenue drivers include R&D ($58.35 per $1). The ARDL model achieves strong accuracy at 1.0% MAPE.
Investment Thesis
Our ARDL model tracks Datadog, Inc.'s revenue with exceptional precision (1.0% MAPE), indicating highly predictable cash flows. Every $1 of R&D investment is associated with $58.35 of revenue, indicating efficient capital deployment in innovation.
Next FY Revenue
$4.24B
+23.6% YoY
R&D Multiplier
$58.35 per $1
SG&A Multiplier
$-44.59 per $1
Model Accuracy
1.0% MAPE
Holdout validation: The model predicted $1.0B vs the actual $1.0B — an error of 0.2%.
⚠ 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.
Revenue Forecast
Quarterly Detail
| Quarter | Model Forecast | Actual | 95% Range | YoY Growth | Status |
|---|---|---|---|---|---|
| Q4 2025 | $1.0B | $1.0B | $0.9B – $1.0B | +29.0% | ✓ In range |
| Q2 2026 | $1.0B | $1.0B – $1.0B | +30.3% | ||
| Q3 2026 | $1.0B | $1.0B – $1.0B | +23.6% | ||
| Q4 2026 | $1.1B | $1.1B – $1.1B | +20.6% | ||
| Q1 2027 | $1.2B | $1.1B – $1.2B | +21.2% |
Seasonal Factors
Multiplicative seasonal adjustment:
These factors capture Datadog, Inc.'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) | 0.9967 | -0.3% | In line with trend | 6 |
| FQ2 (Dec–Feb) | 1.0024 | +0.2% | In line with trend | 7 |
| FQ3 (Mar–May) | 1.0009 | +0.1% | In line with trend | 6 |
| FQ4 (Jun–Aug) | 1.0013 | +0.1% | In line with trend | 6 |
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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