I built a monitoring system in Grafana using the IRIS API /api/monitor/metrics (reading with Prometheus) but I noticed that the RAM usage shown was below that shown by the operating system.
I installed the Zabbix agent and the usage values were higher, but with a line with the same highs and lows but shifted.
The metric in the API is iris_phys_mem_percent_used, described as "Percent of physical memory (RAM) currently in use", in Zabbix it is the Item tag: "component: memory" item: "Memory utilization".
Image below of the graphs in Grafana:
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