When I worked on Call of Duty (~7 years ago) almost all of our source images were TGA. The runtime format that almost all games use are various block compressed formats (BC7, ASTC, etc) and usually these are grouped in some kind of package/archive format (although engines are moving away from that in order to stream at the asset level) and lz4 compressed on disk.
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