Transients are types of cached data enabled in WordPress by the Transients API.
Something like this code :
set_transient( $transient, $value, $expiration );
get_transient ( $transient );
We do not use transients: there would be too many queries to cache, and a typical query takes a few milliseconds to execute.
Most of the time is spent on the theme during the loop on post results.