The primary use of a load balancer in cloud architecture is to distribute incoming traffic across multiple servers or services. This ensures that no single server becomes overwhelmed with requests, improving overall application performance and availability. Load balancers can automatically detect server failures and reroute traffic to healthy instances, enhancing fault tolerance. By optimizing resource usage and enabling seamless scaling of services, load balancers play a crucial role in maintaining efficient operations in cloud environments.