CloudWatch is AWS's native monitoring tool and integrates well with AWS resources through automated logging and alarms. Prometheus is open source, supporting advanced querying and flexible scraping, but requires more setup. On AWS, CloudWatch may be easier and fits natively, but Prometheus often offers more sophisticated custom metrics capabilities.
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