Can a client run multiple LLMs simultaneously?

Yes, and most enterprise clients do. Different workloads route to different models based on the best fit. Frontier reasoning to one provider, fast-cheap routine work to a smaller cloud model, sensitive workloads to local models — all within one platform. Th