We were there last week and asked the same question to a few taxi drivers. It is five dollars from Great Harbor and $10 from White Bay per person each way to Little Harbor. However, they said they would work with us since we had kids. We ended up just taking the boat around for lunch. By the way, eat at Abe’s, but call a few hours early to place your order!