Jenkins Build Stability/Statisitics Report plugin

These are few which you can look depending on how much customization/features you want to do/display:

https://wiki.jenkins-ci.org/display/JENKINS/Global+Build+Stats+Plugin
https://wiki.jenkins-ci.org/display/JENKINS/build-metrics-plugin
https://wiki.jenkins-ci.org/display/JENKINS/Project+Statistics+Plugin
https://wiki.jenkins-ci.org/display/JENKINS/eXtreme+Feedback+Panel+Plugin
https://wiki.jenkins-ci.org/display/JENKINS/InfluxDB+Plugin
https://wiki.jenkins-ci.org/display/JENKINS/CouchDB+Statistics+Plugin

And there is Dashboard-View too.

For collecting nodes machine metrics (CPU Time/ Used Memory / Build Time per node etc.), I found the monitoring plugin to be the best.

https://wiki.jenkins.io/display/JENKINS/Monitoring

When it comes to aggregates build times group by job, I couldn't find anything good within Jenkins UI, but if you have a datadog license, you can just enable the datadog Jenkins plugin, configure the datadog api key and hostname in Jenkins Config, and you are good to go.

https://www.datadoghq.com/blog/monitor-jenkins-datadog/