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The backtest reveals that VFS shares typically deliver strong short-term gains after earnings misses, with an 83.33% win rate and over 5% returns in both 3- and 10-day windows, though 30-day performance is more variable. This suggests that immediate post-earnings momentum is positive but less reliable longer-term. In contrast, similar earnings misses across the Automobiles Industry did not produce consistent directional moves in stock prices. Investors may find better opportunities in short-term trades after VFS earnings misses, rather than across the broader industry.