So it's a http2 vs http1 benchmark. Not a http vs https benchmark?
This means you need HTTPS if you want the performance wins of HTTP/2.
This doesn't mean that HTTPS is a performance win if you're still using HTTP/1.1. However, the "performance overhead" for TLS is negligible in practice.