Scalyr is primarily focused on log management and analytics, providing fast search capabilities for large datasets, while Datadog offers a more comprehensive monitoring solution with extensive integrations, APM features, and infrastructure monitoring. Datadog is more suited for organizations needing a holistic view of their applications and infrastructure.