On March 24, 2025, DeepSeek introduced an updated checkpoint, DeepSeek V3 (0324), which refines the model's performance, output style, and operational costs. This article provides an in-depth comparison of the two versions, focusing on architectural innovations as well as direct metrics like token usage, response style, and cost