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You can use ImageMagick to batch convert all JPG and PNG files in a folder. I do this on GNU/Linux.
shit i did not know that.. does it also work well with wordpress etc? because the only downfall of avif is bunch of extra steps on a nginx to get it to work right.. Also, u/LITUATUI 's comment, do i just change avif to jpeg-xl? i found something but didnt fully finish reading yet https://github.com/ImageMagick/jpeg-xl
You might want to use libjxl directly, e.g. for visually lossless images: cjxl --effort 9 --brotli_effort 11 --distance 1.0 --num_threads (nproc) --lossless_jpeg 0 input.png output.jxl on linux (if you're on windows/mac, just replace the (nproc) with the number of cpu threads you have, e.g. --num_threads 16).