One major factor is artist time and ability.
A full fidelity game with many many assets that all have to reach the realism bar is technically and artistically difficult and extremely expensive. Even using photogrammetry and other irl capture techniques the cleanup and customization has a huge cost.
It can be much safer to pick a lower fidelity style early to save on artist hours, especially for a smaller studio.
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