'When would I use the StatsD protocol over EMF to track application metrics?

I want to track application metrics for my services and view those metrics in CloudWatch. AWS provides multiple options to do this, but the two I'm curious about are installing a CloudWatch agent & using the StatsD protocol vs. using PutMetricData.

I can't tell when I would use one approach versus the other and could use help in identifying the pro's vs con's of each approach.

amazon-cloudwatch statsd

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'When would I use the StatsD protocol over EMF to track application metrics?

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