"A frequently cited rule-of-thumb in transportation engineering is that tunnel construction costs two to three times as much as bridges, and that simple rule of thumb explains why there are so many more bridges than tunnels in operation today."
What gives you your understanding? Mine is from multiple sources at the top of Google for the query "price of tunnel versus price of bridge"