WP performance with large database of media (photography)

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I would like to know about performance of WP in case of using it primary for large amount of photography structured in albums. I’m speaking about 5000 pictures + around 1500 will be uploaded every year. Anyone have experience with WP in similar case?

I’m pro photographer and I’m looking for CMS that would suit my needs. I’m not looking for proprietary portfolios like squarespace, adobe portfolio, etc. Piwigo, Lychee or PhotoPrism are not solution for me, because front end is dated and not customizable. Any suggestions for open-source CMS is welcome if there is something more suitable. Customization for making good looking portfolio is priority. Thanks.

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