DeepSeek raises some V4 prices by more than 10x as AI demand strains capacity

DeepSeek has significantly raised API pricing for its V4 models (up to 1,100% for cached inputs), driven by exponential demand outpacing compute capacity—a trend likely to cascade across the AI vendor ecosystem. While the company's cost advantage persists through off-peak pricing discounts and high cache-hit rates, IT organizations must reassess workload economics and scheduling strategies to maintain cost efficiency. This signals a broader market shift where AI infrastructure constraints will force enterprises to optimize usage patterns and reconsider multi-vendor strategies as pricing parity with competitors like OpenAI emerges.