> So can Prometheus handle so much load and monitor each container?

In short yes, although the important figure is the total number of 
*metrics* (servers x containers-per-server x metrics-per-container), and 
this will affect how much resource you need to throw at your prometheus 
server.  If it's too much, you may choose to filter the metrics you ingest 
to just the ones of interest, using metric relabelling.

Assuming you are using a modern version of prometheus (2.14 or later) then 
the web interface on port 9090 will tell you the stats you need to know, 
under Status > Runtime & Build Information.

As for grafana "hanging": you probably need to configure your dashboards to 
select a small enough subset of timeseries up-front, e.g. using dashboard 
variables.  If you run an initial query which returns thousands of 
timeseries, it will indeed take an extremely long time to (a) return the 
results from prometheus, and (b) render them.

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