The higher the compression of an engine, the more efficient it is. This is why vehicles like the VW Jetta TDI or whatever it is get the mileage they do. They are diesel and have much higher compression.

Of course, with higher compression comes higher temps and the need for a higher octane fuel to ward off knock. Ideally you want a high compression motor that can run on the lowest possible octane.