India's spectrum auctions from 2010-2024 reveal a revenue efficiency of only 32.7%, with high reserve prices leading to unsold airwaves. A DoT analysis suggests inflated expectations from the 3G auction skewed revenue projections. Recalibrating reserve prices to reflect market demand and operator capacity is crucial for future auctions to stimulate competition and improve revenue.