Datadog is a monitoring tool for cloud infrastructure and services, but its pricing model can become expensive. Cost optimization strategies include understanding the host- and container-based pricing models and optimizing Kubernetes clusters by rightsizing them to match actual workload usage. Automation solutions like CAST AI can help manage cluster resources efficiently, reducing Datadog costs while maintaining optimal performance.