I’d also recommend verifying the rendering performance in a bare bones React example and try to optimize that first, just to verify it’s not something due to the Dash layer.
Finally, i’d make sure that these 20k components aren’t Dash children. Rendering a large number of components as children is still a bit slower than React itself, see the discussion here for details: Slow rendering of large tables
good luck!