The Google Visualization scatter charts use SVG which doesn't scale that well with increasing number of objects.--
If performance is really important you can try to use a scatterplot which is based on canvas.
We successfully switched from the google visualization scatter charts to dygraph (http://dygraphs.com/). Dygraph is based on cavnas and performs really good and hase also zooming and other useful features.
They even support Google Visualization DataTable as datasource.
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