Performance testing in the cloud presents unique challenges like dynamic scalability, variable network latency, and cost management. Ensuring consistent test environments and accurate metrics becomes complex. Adapting strategies to cloud-specific architectures is crucial for reliable results. Addressing these hurdles is key to optimizing application performance and delivering seamless user experiences.