The service designed for providing insights into the performance and operation of distributed applications is X-Ray. It allows the collection, analysis, and visualization of tracing data, which is crucial for developers to understand and optimize their applications. CloudTrail, on the other hand, focuses on logging and auditing AWS account activity. Inspector assesses applications for vulnerabilities and deviations from best practices. CloudFormation automates infrastructure provisioning, which is unrelated to application performance tracing.