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Rust ran the loop at compile time.

Enabled compiler optimization for g++ and then the execution time went down to 0.00025, which made it slightly faster than Rust :)

Is that a feature specific to Rust? Can you please share any references to their official docs citing this?

It's a feature of optimizing compilers for decades. OP just didn't compile the C++ code with optimizations enabled.