Generally no. This depends entirely on the application (game?). If you browse the various GPU performance tests, you'll see the testers use different resolutions in game-testing. Typically 1024x768 and upwards. Today's games are not playable with only CPU rendering, even at 1024x768.
But to answer your question specifically, you need to mention the application whose performance you like to evaluate.