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Will Reddit report YoY advertising revenue decline in any quarter through Q4 2026?

Resolves February 28, 2027(367d)
IG: 0.60

Current Prediction

12%
Likely No
Model Agreement78%
Predictions9 runs
Last UpdatedFebruary 5, 2026

Why This Question Matters

Tests the extreme downside scenario. An actual YoY decline in advertising revenue would trigger reclassification from CONDITIONAL to FRAGILE on revenue durability. This is the escalation trigger explicitly identified in the Gravy Gauge analysis. Resolution as NO (no decline) would validate that efficiency gains can sustain positive growth even under traffic pressure.

REVENUE_DURABILITY

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 5%30%Aggregate: 12%
Individual Predictions(9 runs)
opusRun 1
6%

Reddit achieved 74% YoY ad revenue growth in Q3 2025. Even with significant deceleration, an actual YoY decline within 4-5 quarters from a 74% growth base would require catastrophic deterioration. The committee classified revenue as CONDITIONAL, not FRAGILE — decline is the escalation trigger, not the base case.

74% growth provides enormous bufferCONDITIONAL not FRAGILE classificationDecline requires catastrophic scenario
opusRun 2
5%

An actual YoY decline from a 74% growth base within 5 quarters would be unprecedented for a social media platform not facing an existential crisis. Traffic decline is concerning but ARPU growth has more than compensated.

Unprecedented decline requiredARPU compensation mechanismStrong advertiser demand currently
opusRun 3
5%

Even with traffic decline and growth deceleration, moving from 74% growth to negative requires passing through 50%, 40%, 30%, 20%, 10%, and 0% — each requiring compounding negative factors. Time horizon is too short for this magnitude of decline absent a Black Swan.

Multiple deceleration stages requiredShort time horizon for magnitude neededWould require Black Swan event
sonnetRun 1
8%

74% YoY growth provides massive buffer. Ad decline would require not just deceleration but reversal. Traffic decline is a risk factor but monetization gains have been robust.

Massive growth bufferDecline vs deceleration distinctionMonetization offsetting traffic
sonnetRun 2
28%

Traffic decline of 55% is extreme. If Google AI Overviews further erodes Reddit traffic, and advertiser budgets shift, a YoY decline in a later quarter (Q3 or Q4 2026) becomes possible. The committee flagged correlated dependencies that could stress simultaneously.

Extreme traffic decline could accelerateCorrelated dependency riskLater quarters have higher base to compare against
sonnetRun 3
12%

Strong current growth makes decline unlikely but not impossible. Multiple correlated risks (traffic, regulatory, macro) could compound. Low probability but non-trivial given structural vulnerabilities.

Strong growth bufferCorrelated risk factorsStructural vulnerabilities identified
haikuRun 1
27%

55% traffic decline is severe. If ARPU efficiency gains plateau while traffic continues falling, advertising revenue could decline. Multiple quarters provide time for this to materialize.

Severe traffic declineARPU efficiency ceilingMultiple quarter window
haikuRun 2
28%

Traffic headwinds from Google AI Overviews and Section 230 risks could compound. Over 5 quarters, the probability of at least one decline quarter is meaningful given structural vulnerabilities.

Google AI Overviews traffic riskSection 230 regulatory risk5-quarter compounding window
haikuRun 3
30%

Structural traffic vulnerability combined with multiple correlated dependencies creates meaningful tail risk over a 5-quarter horizon. Committee's CONDITIONAL classification acknowledges this fragility.

Structural traffic vulnerabilityCorrelated dependenciesCONDITIONAL classification

Resolution Criteria

Resolves YES if any quarterly 10-Q or 10-K filing from Q4 2025 through Q4 2026 shows advertising revenue lower than the same quarter in the prior year. Resolution is based on the 'Advertising' line item in the Revenue section of the Condensed Consolidated Statements of Operations. Resolves NO if all quarters show positive YoY advertising revenue growth.

Resolution Source

Reddit SEC filings (Forms 10-Q and 10-K) for fiscal quarters Q4 2025 through Q4 2026, specifically the 'Advertising' revenue line item in Condensed Consolidated Statements of Operations

Source Trigger

Revenue decline (YoY negative advertising growth)

gravy-gaugeREVENUE_DURABILITYHIGH
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