Reddit's strong track record of beating earnings estimates underpins the 90.5% market-implied probability for a Q3 2026 outperformance ahead of the October 29 release. The company delivered substantial surprises in recent quarters, including Q2 revenue of $804.9 million (4.4% above the $771 million consensus) and EPS of $1.25 (well ahead of $0.92 estimates), with beats in nine of the last 12 reports. Rising analyst forecasts reflect accelerating ad revenue, higher average revenue per user, and expanding margins, while the stock trades at a discounted 18x forward earnings multiple near yearly lows. However, risks remain around traffic volatility from AI-driven search shifts, guidance execution, and potential renewal terms for the Google data licensing deal that could pressure results if growth moderates more than expected.