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I have an HTML export of a 3D figure created using the Python API. For website embedding, I load a custom font from a server. For the example here, I'll just use a Google Font with a distinct style:
I include a template in the plot layout so that this font is used for axis labels, tick labels, and et cetera. For 2D plots, this works as expected. For 3D plots, the axis and tick labels do not use the font at all.
I can't share the HTML export, but I recreated a minimal example from scratch to demonstrate this using Plotly.js: