The benchmark demonstrates that the modern C++ "Lambda" approach (creating a unique struct with fields for captured variables) is effectively a compile-time calculated static link. Because the compiler sees the entire definition, it can flatten the "link" into direct member access, which is why it wins. The performance penalty the author sees in GCC is partly due to the OS/CPU overhead of managing executable stacks, not just code inefficiency. The author correctly identifies that C is missing a primitive that low-level languages perfected decades ago: the bound method (wide) pointer.

The most striking surprise is the magnitude of the gap between std::function and std::function_ref. It turns out std::function (the owning container) forces a "copy-by-value" semantics deeply into the recursion. In the "Man-or-Boy" test, this apparently causes an exponential explosion of copying the closure state at every recursive step. std::function_ref (the non-owning view) avoids this entirely.

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gpderetta 10 hours ago | parent [-]

Even if you never copy the std::function the overhead is very large. GCC (14 at least) does not seem to be able to elide the allocation, nor inline the function itself, even if used immediately after use and the object never escapes the function. Given the opportunity, GCC seems to be able to completely remove one layer pf function_ref, but fails at two layers.

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Rochus 9 hours ago | parent | next [-]

This is exactly right, and the "Man-or-Boy" benchmark hits the worst-case scenario for libstdc++ specifically. The optimization fails here. My "copy-by-value" comment refers to the ownership semantics. Since std::function owns its storage, and the Man-or-Boy recursion passes the closure into the next layer (often by value or by capturing it into a new closure), we trigger the copy constructor. If the SBO limit is exceeded, that copy constructor performs a new heap allocation and a deep copy of the state.

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boris 10 hours ago | parent | prev [-]

GCC (libstdc++) as all other major C++ runtimes (libc++, MSVC) implements the small object optimization for std::function where a small enough callable is stored directly in std::function's state instead of on the heap. Across these implementations, you can reply on being able to capture two pointers without a dynamic allocation.

	▲	gpderetta 9 hours ago \| parent [-]
		You would think so, but it actually doesn't. last time I checked, libstdc++ could only optimize std::bind closures. A trivial test with a stateless lambda shows this is still the case in GCC14 and 15. In fact I can't even seem to trigger the library optimization with bind. Differently from GCC14, GCC15 itself does seem to be able to optimize the allocation (and the whole std::function) in trivial cases though (independently of what the library does).