Adding new features to Linux has not affected core performance
Phoronix has published the results of a series of benchmark tests on the past five years worth of Linux kernels, from Linux 2.6.12 through to Linux 2.6.37 (dev) releases. The results show that on the whole, new features have not bloated the OS or hit performance.