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It's not really a relevant spec. Every card you can find >$100 (and I wouldn't recommend going under that for gaming) will have enough memory to store the game textures.

Here's a chart of graphics card relative performance: http://www.tomshardware.com/reviews/gaming-graphics-card-review,3107-7.html

The rest of that article has some reasonable recommendations for price and desired resolution/settings.