The big disadvantage of storing all your test results in Jenkins is that 
they are stored in XML files and the only way to analyze of visualize them 
is via the Jenkins test result reporting plugins such as the Junit plugin. 
 Most of them graph passes and failures over time and let you drill down to 
individual failures, but there's no way to get additional analysis short of 
modifying the plugins.

You may also run into some scaling issues the further back you keep the 
test results, since the test results graphs on the build pages have to be 
geberated on the fly from the test results XML files. 

With the amount of tests you're looking at, I would recommend looking at 
exporting the results to a tool such as ElasticSearch that will let you 
create arbitrary graphs and queries over the data.  My company is taking 
this approach so that we can analyze trends such as "flaky" tests that 
intermittently fail, and also keep the test results longer than would be 
possible in Jenkins without running out of disk space.

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