Large 3d scatter plot doesn't load in the browser after a certain size

Hello everyone,

I am currently working on an interactive visualization consisting of a 3D point cloud, a few graphs and an image using plotly. It performs well up to a certain size, but I’ve encountered a significant issue with larger datasets.

Specifically, when the point cloud size is around 4 million points, the visualization renders successfully in the browser. However, I recently increased the data size to approximately 9 million points, and the browser is no longer able to load the graph.

Any ideas, suggestions, or workarounds to solve this would be greatly appreciated!

Here is a screenshot of the plot for reference:

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I am also interested in a solution for this. I am running into a problem where a 3D mesh plot (with several hundred elements) is crashing my browser. The funny thing is, two weeks ago the same model was not crashing my browser. It seems to be happening recently.