On June 1, 2026, the MiniMax M3 model made its official debut. The JD Cloud JoyBuilder model development platform stood out as the inaugural platform to incorporate this model and offer its services. By harnessing JD Cloud's proprietary inference framework and adopting cutting-edge technologies, including PD separation deployment, KV Cache caching, and speculative sampling, it substantially boosts the model's inference throughput and response speed, aligning with the norms and expectations in the tech industry.