Here are benchmarks for 1 through 12 cores on our 1920X and a pretty chart.
The blue line in the chart represents perfect additional core utilization. For example, two cores would be twice as fast as one.
We graphed the linear algebra times.
All benchmarks were done on an otherwise idle system. IRL, with lots of stuff running, things slow down dramatically.
