Leo,
I would expect better performance from the database server running on a modern desktop.

My assumption is that you are running on a PostgreSQL database server that you installed on your local machine. If so, did you change any of the configuration settings (in the file postgresql.conf) after you installed. If not, then that is your problem (the default configuration of PG is designed to work on a server with only 256MB of memory).

Thanks

Brian