"I didn't even notice to be honest," one driver told Action News on Wednesday.
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"A few cents a gallon doesn't make a difference," Tim Donney of King of Prussia, Pa. said.
Drivers say despite the small decrease, today's regional average of $4.24 per gallon is still high.
"Utilizing gas stations that use gas points definitely helps in mitigating the price," advised Steve Maisonet of Phoenixville, Pa.
"I have to put in 91 and it's costing me a fortune. I'm going to say almost double. Not satisfactory. Drill baby drill. Open those pipelines," Norma Gerrity of Downingtown, Pa. said.
Last week, President Joe Biden ordered the release of 1 million barrels of oil per day from the nation's backup petroleum supply for six months.
Biden taps oil reserve for 6 months to control gas prices
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The plan is to control energy prices that have spiked after the Russian invasion of Ukraine.
"I've got a 35-gallon tank on my truck so when I'm paying $4-plus, a couple pennies here or there doesn't matter," Donney said.
He added, "I'd like to see the regulations and restrictions taken off the U.S. oil and gas industry to let us start getting back to energy independence so that we're not so much at the mercy of these international fluctuations."
Biden has suggested that prices might go down by anywhere between 10 to 35 cents a gallon, but he says it's hard to say for sure.
Right now, drivers are just hoping those prices continue to drop.