It is complicated, as taffifs and rates change every few months between Energy Suppliers.
You cant pick something that was historically a better deal, as the chatges are in constant flux.
You can only try and pick the best deal when you sign up. The whole energy pricing index is totally opaque. The charges change on your geographic location