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Try out Caterva
An alternative to HDF5 and Zarr, Caterva offers better slicing performance. It looks like a fairly young project, and according to a slide deck it does not yet support strided slices. But it might be interesting to benchmark and include as an experimental option.
https://github.com/Blosc/Caterva