Oracle has posted a study comparing performance between Lambdas and anonymous classes
See JDK 8: Lambda Performance Study by Sergey Kuksenko, which is 74 slides long.
Summary: slow to warm up but when JIT inlines it worst case just as fast as anonymous class but can be faster.