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The files start at around 700mb and approach 1.8gb by the end of the series.

I've got 64gb of ram and 10 cores to work with, but it seems single core compression might be in order?

7zip can use 2 cores (maybe more now), zstd can use all of them, but zstd doesn't support solid compression - you need to use tar with it.