That sort of stuff is regulated you know...there are standards that have to be met and Costco is now Top Tier gasoline. It really doesn't matter what brand the gas is, it all goes through the same pipelines and hits the same distribution facilities (so Shell/BP/Chevron gas and Costco gas will be in the same tank). They just blend in their proprietary mix of detergents and/or ethanol at the point they fill the truck which goes to the gas station. Shell/Chevron/BP stations are typically independently owned (it's why so many gas stations are run down) so it doesn't matter how good the gas is if the tank they're putting it in is old and has water in it. Most people are better off going to bigger corporately owned gas stations that also happen to have high volume.
People that swear their cars run better on one gas brand over another are deluding themselves. If there ever was a difference, it would likely be from contamination at one gas station and have nothing to do with the brand.