No, gas tax in California is just 2 cents higher per gallon than in Pennsylvania, while the price at the pump is 80 cents higher (as per https://www.usatoday.com/story/money/2020/02/06/states-with-... ). The oil companies claim it has to do with the special formulation decreasing the competition in the local market. Then again, maybe they're successfully acting as a cartel.