Fortunately, price info is actually tracked! If you use the SteamDB browser extension you can see the historical low price right on a game’s product page on Steam.

For example, Terraria is on sale for it’s 2 year low price of $4.99, but the lowest it’s ever been is $1.99 (a little over ten years ago).