For a random example, I think the New York featured in the Amazing Spider-Man 2012 game is probably quite a bit more barren in comparison to the real thing.
How close to real life is the city in the comics are? I believe many of the Marvel writers live in NYC, so that probably gives it a bit more authenticity than otherwise, not sure about the artists.