In my case, it lags (up to two-three seconds) even if I set new tabs to about:blank. Haven't been able to find a workaround, and it occurs infrequently.
You might want to try doing a SCM reset. I was having the same issue and did an SMC and noticed that opening a new tab went back to being instantaneous (also using about:blank).