It's not really scientific but if you look at the language benchmark game Rust is generally toe-to-toe with C++ without requiring any unsafe code.
Here's a random example: https://benchmarksgame-team.pages.debian.net/benchmarksgame/...
Rust is pretty damn close to the fastest C++ version without any unsafe (but using a bunch of generic libraries which may have unsafe code, to be perfectly fair).
Note that the winning C++ entry is also vastly more complex code and I wouldn't want to have to maintain that.
The n-body benchmark is even more in Rust's favour: https://benchmarksgame-team.pages.debian.net/benchmarksgame/...
Here Rust wins the benchmark without unsafe or non-std dependencies. I also find the code very readable and natural looking.
Disclaimer: I love Rust so much that I wish that I could marry it, I'm obviously thoroughly biased.