APP · Bayesian revenue outlook

Applovin Corporation: possible revenue paths

Model computed 2026-11-05 · Data cutoff 2026-06-30

Latest verified revenue: $1.924B for the quarter ended 2026-06-30. Reported source.

Source refresh and comparability. Continuing-operations revenue from Q1 2024; disposed Apps business excluded. Q1 2024 is reconstructed from the restated six-month total minus Q2 in the same SEC filing. Refit on November 5 using the SEC data acquired November 4; no new quarter is added.

Forecasts are conditional on the listed data cutoff. This rollout reuses the existing company datasets; it is not a fresh SEC-data refresh. Some forecast quarters may already have ended by the computation date. Read each target date before treating an estimate as a future-quarter outlook.

Forecast with limited history. Limited history: 10 comparable revenue quarters. Proper priors regularize growth, persistence and seasonality; the growth prior is centered on zero with a 0.10 quarterly log-growth standard deviation (roughly -18% to +22% growth for its central 95%). With a short history, assumptions can materially affect the forecast. There are too few quarters for the 16-quarter training window plus four observed outcomes required by our historical forecast checks.

PyMC seasonal AR(1) quarterly log-revenue growth with Student-t shocks; posterior predictive paths include parameter uncertainty and new shocks at every horizon.

A revenue-history baseline, conditional on its assumptions. These are posterior predictive intervals for actual revenue, not confidence bands for a fitted curve. Management guidance is not a probability bound. The model does not identify customer-specific pricing, demand shocks or causal expense effects.
Applovin Corporation posterior predictive spaghetti plot showing simulated future revenue paths and prediction intervals

Each line is one possible future revenue path. The 80% and 95% intervals are pointwise model probabilities, not simultaneous coverage for the whole path. The median is not an expected dollar mean. 1 sampled paths extend beyond the displayed chart range; the plotted intervals use the full simulations. Open full-size chart.

USD · four quarters after the listed data cutoff, not necessarily after today
Quarter endingPredictive median80% predictive interval95% predictive interval
2026-09-30$2.185B$2.044B–$2.329B$1.915B–$2.462B
2026-12-31$2.580B$2.306B–$2.828B$2.081B–$3.039B
2027-03-31$2.916B$2.502B–$3.288B$2.162B–$3.628B
2027-06-30$3.100B$2.573B–$3.587B$2.153B–$4.024B

Future period-end dates are approximate: month-end issuers retain month-end dates; weekly issuers advance by 13 weeks. Future 53-week adjustments are not known.

Historical forecast checks

Historical forecast coverage is not available for this vintage. Sampling convergence alone does not establish forecast accuracy.

Up to four historical cutoffs spaced four quarters apart, with at least 16 training quarters; full four-quarter outcomes required. Fixed specification, no winner selection.

These are retrospective checks using latest-restated data, not forecasts archived before their outcomes. Results from DDOG or another company are not transferred to this company.

Sampling diagnostics and limitations

Maximum R-hat 1.004 · minimum bulk ESS 1493 · minimum tail ESS 900 · divergent transitions 0. The required sampling checks passed. These diagnose computation, not predictive calibration.

Fixed priors

mu is long-run quarterly log growth; phi is growth persistence; sigma is the shock scale; season gives quarterly effects; shock_df controls tail thickness.

ParameterPrior / fixed assumption
muNormal(0,0.10)
phiNormal(0,0.5) truncated to [-0.98,0.98]
sigmaHalfNormal(0.10)
season4 Normal(0,0.15), centered to sum zero
shock_df5

Future regime changes and uncertainty over alternative model structures remain outside these intervals. The model should be scored on subsequent releases, and its forecast vintage preserved.

  • Revenue-history baseline; does not identify customer-level discounts, acquisitions or future structural breaks.
  • Intervals are pointwise, conditional on this model and priors, not guaranteed coverage or simultaneous path bounds.
  • Latest-restated historical data; retrospective tests are not archived real-time forecasts. Small test samples cannot validate nominal coverage.
  • Student-t log shocks can make dollar means undefined; point forecasts are medians.
  • Input source dates are shown separately from generation date; this rollout is not a fresh SEC download.

Management guidance versus reported revenue

Reviewed all 8 archived filings in the latest-eight candidate sample. This is an incomplete earliest-located sample; earlier announcements and call-only guidance may be missing. Annual, segment-only and constant-currency growth outlooks are excluded. The Apps business was sold June 30, 2025 and subsequently classified as discontinued operations. Only post-disposal consolidated continuing-revenue guidance is compared with the restated continuing-business actuals; pre-disposal total-company and Advertising-segment ranges are excluded.

Management ranges are stated targets, not probability intervals. The revenue model is fitted independently; verified guidance is superimposed for comparison. Historical bias uses the earliest located guidance for each quarter: (guidance midpoint − actual revenue) / actual revenue. Positive values mean guidance above actual results; negative values mean guidance below actual results. This describes outcomes, not management intent.

Applovin Corporation management guidance compared with actual revenue and historical guidance bias

4 matched quarters · mean guidance bias -3.47% · mean absolute error 3.64%. Actual revenue fell inside 25.0% of 4 published ranges.

This is a descriptive sample, not evidence of a permanent management bias or a calibrated probability range. Call-only guidance and earlier revisions may be missing; guidance and results can reflect different business assumptions.

Guidance vintages and actual results
Issued / filedTarget quarterManagement guidanceActual revenueBiasSource
2025-08-062025-09-30$1.320B–$1.340B$1.405B-5.34%Company release
2025-11-052025-12-31$1.570B–$1.600B$1.658B-4.40%Company release
2026-02-112026-03-31$1.745B–$1.775B$1.842B-4.47%Company release
2026-05-062026-06-30$1.915B–$1.945B$1.924B+0.33%Company release
All located quarterly guidance announcements

Each announcement retains its original date and amounts. Later revisions remain separate; only the earliest located announcement for each target enters the bias average. An initial forecast may predate this research sample.

Issued / filedTarget quarterGuidanceVintageSource
2025-08-062025-09-30$1.320B–$1.340BEarliest locatedCompany release
2025-11-052025-12-31$1.570B–$1.600BEarliest locatedCompany release
2026-02-112026-03-31$1.745B–$1.775BEarliest locatedCompany release
2026-05-062026-06-30$1.915B–$1.945BEarliest locatedCompany release
2026-08-052026-09-30$2.055B–$2.085BEarliest locatedCompany release

Preserved Bayesian forecast vintage

Computed 2026-11-04 using revenue through 2026-06-30. These original numbers are retained unchanged to allow subsequent scoring; they were not refitted with the new results. Forecasts computed after a target quarter ended are retrospective estimates, not pre-release predictions.

The prior Bayesian forecast was withheld: Only 10 consecutive positive comparable revenue quarters; at least 20 required.

Earlier company analysis · preserved vintage 2026-10-14

The report below retains its original forecasts, validation and company-specific discussion. Those revenue estimates use a different model or information cutoff; they are separate from the Bayesian outlook above. Any EPS model below has not been recalculated using the new Bayesian revenue paths.

Applovin Corporation APP

Revenue Intelligence Report • 25 quarters of SEC filing data • Updated 2026-10-14 • Data through 2026-06-30

Earlier summary (2026-10-14): Applovin Corporation has SEC quarterly revenue data through 2026-06-30. Current, continuous revenue and comparable expense data are insufficient for a spending-based forecast.

Trailing 4 Quarters
$6.83B
+60.6% YoY
SEC Filings
25 quarters
Profile-only page: Current, continuous revenue and comparable expense data are insufficient for a spending-based forecast.

Quarterly Revenue History

Quarter EndingRevenue
2020-03-31 $0.3B
2020-06-30 $0.3B
2020-09-30 $0.4B
2020-12-31 $0.5B
2021-03-31 $0.6B
2021-06-30 $0.7B
2021-09-30 $0.7B
2021-12-31 $0.8B
2022-03-31 $0.6B
2022-06-30 $0.8B
2022-09-30 $0.7B
2022-12-31 $0.7B
2023-03-31 $0.7B
2023-06-30 $0.8B
2023-09-30 $0.9B
2024-03-31 $1.1B
2024-06-30 $0.7B
2024-09-30 $0.8B
2024-12-31 $1.0B
2025-03-31 $1.2B
2025-06-30 $1.3B
2025-09-30 $1.4B
2025-12-31 $1.7B
2026-03-31 $1.8B
2026-06-30 $1.9B

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