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The vector-returning to_cbor/to_msgpack/to_ubjson/to_bjdata/to_bson grew the output buffer purely by geometric reallocation. Reserving an estimate up front avoids the early reallocations, which is the dominant per-byte cost for array/object-heavy output. The estimate (binary_reserve_hint) is deliberately conservative and safe against untrusted input: it consults only the top-level element count (O(1), no walk of the DOM), guards the multiplication against overflow, and clamps the result to a fixed 1 MiB ceiling, so a large or hostile DOM can never force an oversized allocation here. The buffer still grows geometrically past the hint, so an underestimate only costs a few later reallocations; scalars/strings/binary are written in one shot and get no hint. Reserving capacity does not change the bytes produced. Throughput (g++/clang -O3, vs the previous commit): cbor int array +10% / +13% cbor object array +20% / +38% Output is byte-for-byte identical to develop across the binary differential corpus. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01XAYM1qhSA2FDaDcGfPW3fG Signed-off-by: Niels Lohmann <mail@nlohmann.me>