The latest data point for RIVN's EPS Surprise % in Q4'25 shows a negative surprise of -21.7%, indicating that earnings fell short of analyst expectations by a significant margin. In contrast, the EPS Growth (YoY) for the same period reflects a modest positive growth of 4.4%, suggesting year-over-year improvement despite the miss. Over the period from Q1'23 to Q4'25, EPS Surprise % has exhibited high volatility, starting with consistent misses around -12.5% to -23.4% in 2023, turning positive in Q1'24 (+3.5%) and Q3'24 (+7.7%), but deteriorating sharply to -48.8% in Q1'25 before a rebound to +23.1% in Q2'25 and renewed negatives in later quarters. EPS Growth (YoY) began strong at 18.1% to 32.8% in 2023, dipped into negatives in Q1'24 (-2.1%) and Q2'24 (-15.0%), then surged to highs of 67.6% in Q1'25 and 57.2% in Q4'24, before stabilizing at lower positive levels toward the end, highlighting an overall trend of improving growth amid erratic surprise performance.