Consider a regular PHP website with no Flash or other special features. Is there a measurement for server size requirements (e.g. 1 GB RAM allowing 100 people at the same time being connected)?
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It’s far more likely you’ll first face the limitations on the data level rather than on the application level. If you’re using MySQL, for example, there is a formula allowing to calculate (roughly!) the number of connections it can serve with a certain RAM amount available and vice versa.