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I see my collaborator @maxrjones already mentioned it here #1 (comment), but I'd encourage you to also test out the new zarr.storage.ObjectStore as a backend in addition to the default fsspec-based Zarr backend. This is new as of Zarr v3.0.7 (see zarr-developers/zarr-python#1661) and in https://github.com/maxrjones/zarr-obstore-performance we found it to have 3x faster wall time than the fsspec backend for loading a 24GB zarr array from S3.
If you do add that to your benchmarks I'll be really curious to see how it fares!