While gas logs in your fireplace are convenient, they are a sure-fire way of sending money up your chimney.
While no standard fireplace can really be considered “energy efficient”, burning wood will provide more heat than natural gas logs, and will provide it more cheaply.
Remember to have your chimney cleaned annually!