Lower-cost AI alternatives are entering the market as enterprise spending surges. This pricing pressure forces incumbents to justify premium rates for their proprietary systems. While cheaper options reduce entry barriers, they often trade off performance or security. Practitioners must now weigh raw cost savings against the reliability of established industry leaders.