The biggest differences come from additives, storage, and station maintenance.
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Here’s what actually varies:
Most name-brand stations (Shell, Chevron, Costco, etc.) use higher levels of detergent additives — often labeled Top Tier?. These help keep injectors, intake valves, and combustion chambers cleaner.
Non-Top-Tier stations typically meet only the legal minimum. Over time, that can lead to:
rough idle
loss of power
worse fuel economy
carbon buildup
Old or poorly maintained tanks can contaminate fuel with:
water
rust/sediment
microbial growth (yes — it happens in diesel especially)
Two stations selling the same supplier’s fuel may perform very differently depending on how clean their tanks and filters are.
Busy stations usually have fresher gas. Small, quiet, cheap stations may have fuel sitting longer — especially premium — which can break down and absorb moisture.
Octane (87/89/91 or 93) must legally match the pump label, but at low-quality stations:
blends may be sloppy
pumps may not be calibrated well
You might feel knocking/pinging in sensitive engines.
Gas is formulated differently in winter vs. summer, and state regulations vary. Some areas require more evaporative control, which can slightly change feel and mileage.