diff --git a/benchmarks/CMakeLists.txt b/benchmarks/CMakeLists.txt
index 10cc525b8be..aedb0d57bd3 100644
--- a/benchmarks/CMakeLists.txt
+++ b/benchmarks/CMakeLists.txt
@@ -102,6 +102,7 @@ add_benchmark(bitset_from_string src/bitset_from_string.cpp)
 add_benchmark(bitset_to_string src/bitset_to_string.cpp)
 add_benchmark(efficient_nonlocking_print src/efficient_nonlocking_print.cpp)
 add_benchmark(filesystem src/filesystem.cpp)
+add_benchmark(fill src/fill.cpp)
 add_benchmark(find_and_count src/find_and_count.cpp)
 add_benchmark(find_first_of src/find_first_of.cpp)
 add_benchmark(has_single_bit src/has_single_bit.cpp)
diff --git a/benchmarks/src/fill.cpp b/benchmarks/src/fill.cpp
new file mode 100644
index 00000000000..232a7841d3c
--- /dev/null
+++ b/benchmarks/src/fill.cpp
@@ -0,0 +1,89 @@
+// Copyright (c) Microsoft Corporation.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+#include <algorithm>
+#include <benchmark/benchmark.h>
+#include <cstring>
+#include <vector>
+
+#include <skewed_allocator.hpp>
+
+template <typename Contained, Contained Value>
+void handwritten_loop(benchmark::State& state) {
+    const size_t r0 = static_cast<size_t>(state.range(0));
+    std::vector<Contained, not_highly_aligned_allocator<Contained>> buffer(r0);
+    for ([[maybe_unused]] auto _ : state) {
+        benchmark::DoNotOptimize(buffer.data());
+        Contained* ptr                 = buffer.data();
+        const Contained* const ptr_end = ptr + r0;
+        while (ptr != ptr_end) {
+            *ptr++ = Value;
+        }
+        benchmark::DoNotOptimize(buffer.data());
+    }
+}
+
+template <typename Contained, Contained Value>
+void handwritten_loop_n(benchmark::State& state) {
+    const size_t r0 = static_cast<size_t>(state.range(0));
+    std::vector<Contained, not_highly_aligned_allocator<Contained>> buffer(r0);
+    for ([[maybe_unused]] auto _ : state) {
+        benchmark::DoNotOptimize(buffer.data());
+        Contained* ptr = buffer.data();
+        for (size_t idx = 0; idx < r0; ++idx) {
+            ptr[idx] = Value;
+        }
+        benchmark::DoNotOptimize(buffer.data());
+    }
+}
+
+// Ensure that Contained and Value are ok for std::memset.
+template <typename Contained, Contained Value>
+void memset_call(benchmark::State& state) {
+    const size_t r0 = static_cast<size_t>(state.range(0));
+    std::vector<Contained, not_highly_aligned_allocator<Contained>> buffer(r0);
+    for ([[maybe_unused]] auto _ : state) {
+        benchmark::DoNotOptimize(buffer.data());
+        Contained* ptr = buffer.data();
+        std::memset(ptr, Value, r0 * sizeof(Contained));
+        benchmark::DoNotOptimize(buffer.data());
+    }
+}
+
+template <typename Contained, Contained Value>
+void std_fill_call(benchmark::State& state) {
+    const size_t r0 = static_cast<size_t>(state.range(0));
+    std::vector<Contained, not_highly_aligned_allocator<Contained>> buffer(r0);
+    for ([[maybe_unused]] auto _ : state) {
+        benchmark::DoNotOptimize(buffer.data());
+        auto begin_it = buffer.data();
+        auto end_it   = buffer.data() + r0;
+        std::fill(begin_it, end_it, Value);
+        benchmark::DoNotOptimize(buffer.data());
+    }
+}
+
+template <typename Contained, Contained Value>
+void std_fill_n_call(benchmark::State& state) {
+    const size_t r0 = static_cast<size_t>(state.range(0));
+    std::vector<Contained, not_highly_aligned_allocator<Contained>> buffer(r0);
+    for ([[maybe_unused]] auto _ : state) {
+        benchmark::DoNotOptimize(buffer.data());
+        auto begin_it = buffer.data();
+        std::fill_n(begin_it, r0, Value);
+        benchmark::DoNotOptimize(buffer.data());
+    }
+}
+
+BENCHMARK(handwritten_loop<char, 0>)->Range(0, 1 << 18);
+BENCHMARK(handwritten_loop<char, 1>)->Range(0, 1 << 18);
+BENCHMARK(handwritten_loop_n<char, 0>)->Range(0, 1 << 18);
+BENCHMARK(handwritten_loop_n<char, 1>)->Range(0, 1 << 18);
+BENCHMARK(memset_call<char, 0>)->Range(0, 1 << 18);
+BENCHMARK(memset_call<char, 1>)->Range(0, 1 << 18);
+BENCHMARK(std_fill_call<char, 0>)->Range(0, 1 << 18);
+BENCHMARK(std_fill_call<char, 1>)->Range(0, 1 << 18);
+BENCHMARK(std_fill_n_call<char, 0>)->Range(0, 1 << 18);
+BENCHMARK(std_fill_n_call<char, 1>)->Range(0, 1 << 18);
+
+BENCHMARK_MAIN();