Yeah, they pass through the wholesale prices. Most providers do some work to offer fixed retail prices (gaining when wholesale is cheap, losing when it's expensive). Most markets in the US have some sort of system for matching supply and demand, often a wholesale market.

https://www.epa.gov/greenpower/us-electricity-grid-markets has a picture of the various wholesale markets.