Private equity’s giants have been raising record amounts of capital for their latest funds, but bigger does not always mean better for performance, a new study has found.

Small and mid-market deals executed between 2000 and 2012 have outperformed their large and mega-buyout peers, according to research by private equity investor Pantheon.