diff --git a/benchmark/CMakeLists.txt b/benchmark/CMakeLists.txt
index 3bf0b19..3784541 100644
--- a/benchmark/CMakeLists.txt
+++ b/benchmark/CMakeLists.txt
@@ -21,6 +21,7 @@ set(XSIMD_ALGORITHM_BENCHMARKS
     bench_math.cpp
     bench_map.cpp
     bench_of.cpp
+    bench_find.cpp
 )
 
 add_executable(benchmark_xsimd_algorithm ${XSIMD_ALGORITHM_BENCHMARKS})
diff --git a/benchmark/bench_find.cpp b/benchmark/bench_find.cpp
new file mode 100644
index 0000000..7187143
--- /dev/null
+++ b/benchmark/bench_find.cpp
@@ -0,0 +1,63 @@
+#include <algorithm>
+#include <numeric>
+#include <vector>
+
+#include <benchmark/benchmark.h>
+
+#include "xsimd_algorithm/stl/find.hpp"
+
+#define BENCH_ARGS ->Arg(kSmall)->Arg(kMedium)->Arg(kLarge)
+
+namespace
+{
+    template <typename T>
+    std::vector<T> make_input(size_t size, size_t position, T constant)
+    {
+        std::vector<T> result(size);
+        std::iota(result.begin(), result.end(), T(1));
+        if (position < size)
+        {
+            result[position] = constant;
+        }
+        return result;
+    }
+
+    template <typename T>
+    void BM_std_find(benchmark::State& state)
+    {
+        const auto constant = T { -42 };
+        auto src = make_input<T>(static_cast<std::size_t>(state.range(0)), static_cast<std::size_t>(state.range(0)) - 1, constant);
+        for (auto _ : state)
+        {
+            auto result = std::find(src.begin(), src.end(), constant);
+            benchmark::DoNotOptimize(result);
+            benchmark::ClobberMemory();
+        }
+        state.SetItemsProcessed(state.iterations() * state.range(0));
+    }
+    
+    template <typename T>
+    void BM_xsimd_find(benchmark::State& state)
+    {
+        const auto constant = T { -42 };
+        auto src = make_input<T>(static_cast<std::size_t>(state.range(0)), static_cast<std::size_t>(state.range(0)) - 1, constant);
+        for (auto _ : state)
+        {
+            auto result = xsimd::find(src.begin(), src.end(), constant);
+            benchmark::DoNotOptimize(result);
+            benchmark::ClobberMemory();
+        }
+        state.SetItemsProcessed(state.iterations() * state.range(0));
+    }
+
+    static constexpr long long kSmall = 1LL << 12;
+    static constexpr long long kMedium = 1LL << 18;
+    static constexpr long long kLarge = 1LL << 22;
+
+    // find
+    BENCHMARK_TEMPLATE(BM_std_find, float)
+    BENCH_ARGS;
+    BENCHMARK_TEMPLATE(BM_xsimd_find, float)
+    BENCH_ARGS;
+
+}
\ No newline at end of file
diff --git a/include/xsimd_algorithm/stl/find.hpp b/include/xsimd_algorithm/stl/find.hpp
new file mode 100644
index 0000000..cc1fda2
--- /dev/null
+++ b/include/xsimd_algorithm/stl/find.hpp
@@ -0,0 +1,29 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#ifndef XSIMD_ALGORITHMS_FIND_HPP
+#define XSIMD_ALGORITHMS_FIND_HPP
+
+#include "xsimd/xsimd.hpp"
+#include "xsimd_algorithm/stl/find_if.hpp"
+
+#include <iostream>
+#include <iterator>
+
+namespace xsimd
+{
+    template <class Arch = default_arch, class ContiguousIterator, class T = typename std::iterator_traits<ContiguousIterator>::value_type>
+    ContiguousIterator find(ContiguousIterator first, ContiguousIterator last, const T& value) noexcept
+    {
+        return find_if<Arch>(first, last, [value](const auto& x) { return x == value; });
+    }
+}
+#endif // XSIMD_ALGORITHMS_FIND_HPP
\ No newline at end of file
diff --git a/include/xsimd_algorithm/stl/find_if.hpp b/include/xsimd_algorithm/stl/find_if.hpp
new file mode 100644
index 0000000..43be142
--- /dev/null
+++ b/include/xsimd_algorithm/stl/find_if.hpp
@@ -0,0 +1,90 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#ifndef XSIMD_ALGORITHMS_FIND_IF_HPP
+#define XSIMD_ALGORITHMS_FIND_IF_HPP
+
+#include "xsimd/xsimd.hpp"
+
+#include <iostream>
+#include <iterator>
+
+namespace xsimd
+{
+    namespace detail
+    {
+        template <class Arch = default_arch, class ForwardIterator, class Predicate>
+        ForwardIterator sequential_find_if(ForwardIterator first, ForwardIterator last, Predicate&& p) noexcept
+        {
+            for (; first != last; ++first)
+            {
+                if (p(*first))
+                {
+                    return first;
+                }
+            }
+            return last;
+        }
+    }
+    
+    template <class Arch = default_arch, class ContiguousIterator, class Predicate>
+    ContiguousIterator find_if(ContiguousIterator first, ContiguousIterator last, Predicate&& p) noexcept
+    {
+        using value_type = typename std::decay<decltype(*first)>::type;
+        using batch_type = batch<value_type, Arch>;
+
+        const std::size_t size = static_cast<std::size_t>(std::distance(first, last));
+        constexpr std::size_t simd_size = batch_type::size;
+
+        // quick exit for small sizes
+        if (size < simd_size)
+        {
+           return detail::sequential_find_if<Arch>(first, last, std::forward<Predicate>(p));
+        }
+        
+        // prologue: process elements until the first aligned one
+        // compute alignment offsets
+        const auto* const ptr_begin = &(*first);
+        const std::size_t align_begin = xsimd::get_alignment_offset(ptr_begin, size, simd_size);
+        const std::size_t align_end = align_begin + ((size - align_begin) & ~(simd_size - 1));
+
+        const auto align_begin_it = std::next(first, align_begin);
+        const auto align_end_it = std::next(first, align_end);
+
+        const auto prologue_it_result = detail::sequential_find_if<Arch>(first, align_begin_it, std::forward<Predicate>(p));
+
+        if (prologue_it_result!= align_begin_it)
+        {
+            return prologue_it_result;
+        }
+
+        // main loop: process aligned elements
+        for (auto current = align_begin_it; current != align_end_it; std::advance(current, simd_size))
+        {
+            batch_type batch_data = batch_type::load_aligned(&(*current));
+            auto offset = xsimd::countr_zero(p(batch_data));
+            if (offset != simd_size)
+            {
+                return std::next(current, offset);
+            }
+        }
+        
+        // epilogue: process remaining elements
+        const auto epilogue_it_result = detail::sequential_find_if<Arch>(align_end_it, last, std::forward<Predicate>(p));
+        if (epilogue_it_result != last)
+        {
+            return epilogue_it_result;
+        }
+
+        return last;
+    }
+}
+#endif // XSIMD_ALGORITHMS_FIND_IF_HPP
\ No newline at end of file
diff --git a/include/xsimd_algorithm/stl/find_if_not.hpp b/include/xsimd_algorithm/stl/find_if_not.hpp
new file mode 100644
index 0000000..99a71d4
--- /dev/null
+++ b/include/xsimd_algorithm/stl/find_if_not.hpp
@@ -0,0 +1,30 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#ifndef XSIMD_ALGORITHMS_FIND_IF_NOT_HPP
+#define XSIMD_ALGORITHMS_FIND_IF_NOT_HPP
+
+#include "xsimd/xsimd.hpp"
+#include "xsimd_algorithm/stl/find_if.hpp"
+
+#include <iostream>
+#include <iterator>
+
+namespace xsimd
+{
+   template <class Arch = default_arch, class ContiguousIterator, class Predicate>
+    ContiguousIterator find_if_not(ContiguousIterator first, ContiguousIterator last, Predicate&& p) noexcept
+    {
+        return find_if<Arch>(first, last, [p](const auto& x) { return !p(x); });
+    }
+}
+
+#endif // XSIMD_ALGORITHMS_FIND_IF_NOT_HPP
\ No newline at end of file
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 86e6b9b..ece86bd 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -51,6 +51,9 @@ set(XSIMD_ALGORITHM_TESTS
     test_any_of.cpp
     test_none_of.cpp
     test_arange.cpp
+    test_find.cpp
+    test_find_if.cpp
+    test_find_if_not.cpp
     test_map.cpp
     test_iterator.cpp
     test_math.cpp
diff --git a/test/test_find.cpp b/test/test_find.cpp
new file mode 100644
index 0000000..77a061d
--- /dev/null
+++ b/test/test_find.cpp
@@ -0,0 +1,101 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#include "xsimd_algorithm/stl/find.hpp"
+
+
+#ifndef XSIMD_NO_SUPPORTED_ARCHITECTURE
+
+#include "doctest/doctest.h"
+
+#include <cstddef>
+#include <numeric>
+#include <vector>
+
+#if XSIMD_WITH_NEON && !XSIMD_WITH_NEON64
+#define FIND_TYPES int, float
+#else
+#define FIND_TYPES int, long, float, double
+#endif
+
+
+template <typename Type>
+struct find_test
+{
+    using vector = std::vector<Type>;
+    static constexpr std::size_t simd_size = xsimd::batch<Type>::size;
+
+    static vector fill_data(size_t size, size_t position, Type constant)
+    {
+        vector result(size);
+        std::iota(begin(result), end(result), Type(1));
+        if (position < size)
+        {
+            result[position] = constant;
+        }
+        return result;
+    }
+
+    void test_find_aligned( size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const vector data = fill_data(size, position, constant);
+        
+        const auto result = xsimd::find(data.begin(), data.end(), constant);
+        const auto expected = std::find(data.begin(), data.end(), constant);
+        CHECK(result == expected);
+    }
+
+    void test_find_misaligned(size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const size_t missalignment = 1;
+        const vector data = fill_data(size + missalignment * 2, position, constant);
+        auto first = data.begin() + missalignment;
+        auto last = first + size;
+
+        const auto result = xsimd::find(first, last, constant);
+        const auto expected = std::find(first, last, constant);
+
+        CHECK(result == expected);
+    }
+};
+
+TEST_CASE_TEMPLATE("find test", T, FIND_TYPES)
+{
+    using Test = find_test<T>;
+
+    const std::array test_sizes {
+        size_t { 0 },
+        size_t { 1 },
+        Test::simd_size - 1,
+        Test::simd_size,
+        Test ::simd_size + 1,
+    };
+
+    Test test;
+
+    size_t sub_case_id = 0;
+    for (const auto size : test_sizes)
+    {
+        const std::string aligned_subcase_name = "Aligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(aligned_subcase_name.c_str())
+        {
+            test.test_find_aligned(size);
+        }
+        const std::string misaligned_subcase_name = "Misaligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(misaligned_subcase_name.c_str())
+        {
+            test.test_find_misaligned(size);
+        }
+    }
+}
+#endif
\ No newline at end of file
diff --git a/test/test_find_if.cpp b/test/test_find_if.cpp
new file mode 100644
index 0000000..a8eb690
--- /dev/null
+++ b/test/test_find_if.cpp
@@ -0,0 +1,101 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#include "xsimd_algorithm/stl/find_if.hpp"
+
+
+#ifndef XSIMD_NO_SUPPORTED_ARCHITECTURE
+
+#include "doctest/doctest.h"
+
+#include <cstddef>
+#include <numeric>
+#include <vector>
+
+#if XSIMD_WITH_NEON && !XSIMD_WITH_NEON64
+#define FIND_IF_TYPES int, float
+#else
+#define FIND_IF_TYPES int, long, float, double
+#endif
+
+
+template <typename Type>
+struct find_if_test
+{
+    using vector = std::vector<Type>;
+    static constexpr std::size_t simd_size = xsimd::batch<Type>::size;
+
+    static vector fill_data(size_t size, size_t position, Type constant)
+    {
+        vector result(size);
+        std::iota(begin(result), end(result), Type(1));
+        if (position < size)
+        {
+            result[position] = constant;
+        }
+        return result;
+    }
+
+    void test_find_if_aligned( size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const vector data = fill_data(size, position, constant);
+        
+        const auto result = xsimd::find_if(data.begin(), data.end(), [constant](const auto& x) { return x == constant; });
+        const auto expected = std::find_if(data.begin(), data.end(), [constant](const auto& x) { return x == constant; });
+        CHECK(result == expected);
+    }
+
+    void test_find_if_misaligned(size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const size_t missalignment = 1;
+        const vector data = fill_data(size + missalignment * 2, position, constant);
+        auto first = data.begin() + missalignment;
+        auto last = first + size;
+
+        const auto result = xsimd::find_if(first, last, [constant](const auto& x) { return x == constant; });
+        const auto expected = std::find_if(first, last, [constant](const auto& x) { return x == constant; });
+
+        CHECK(result == expected);
+    }
+};
+
+TEST_CASE_TEMPLATE("find_if test", T, FIND_IF_TYPES)
+{
+    using Test = find_if_test<T>;
+
+    const std::array test_sizes {
+        size_t { 0 },
+        size_t { 1 },
+        Test::simd_size - 1,
+        Test::simd_size,
+        Test ::simd_size + 1,
+    };
+
+    Test test;
+
+    size_t sub_case_id = 0;
+    for (const auto size : test_sizes)
+    {
+        const std::string aligned_subcase_name = "Aligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(aligned_subcase_name.c_str())
+        {
+            test.test_find_if_aligned(size);
+        }
+        const std::string misaligned_subcase_name = "Misaligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(misaligned_subcase_name.c_str())
+        {
+            test.test_find_if_misaligned(size);
+        }
+    }
+}
+#endif
\ No newline at end of file
diff --git a/test/test_find_if_not.cpp b/test/test_find_if_not.cpp
new file mode 100644
index 0000000..171d022
--- /dev/null
+++ b/test/test_find_if_not.cpp
@@ -0,0 +1,101 @@
+/***************************************************************************
+ * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and         *
+ * Martin Renou                                                             *
+ * Copyright (c) QuantStack                                                 *
+ * Copyright (c) Serge Guelton                                              *
+ *                                                                          *
+ * Distributed under the terms of the BSD 3-Clause License.                 *
+ *                                                                          *
+ * The full license is in the file LICENSE, distributed with this software. *
+ ****************************************************************************/
+
+#include "xsimd_algorithm/stl/find_if_not.hpp"
+
+
+#ifndef XSIMD_NO_SUPPORTED_ARCHITECTURE
+
+#include "doctest/doctest.h"
+
+#include <cstddef>
+#include <numeric>
+#include <vector>
+
+#if XSIMD_WITH_NEON && !XSIMD_WITH_NEON64
+#define FIND_IF_NOT_TYPES int, float
+#else
+#define FIND_IF_NOT_TYPES int, long, float, double
+#endif
+
+
+template <typename Type>
+struct find_if_not_test
+{
+    using vector = std::vector<Type>;
+    static constexpr std::size_t simd_size = xsimd::batch<Type>::size;
+
+    static vector fill_data(size_t size, size_t position, Type constant)
+    {
+        vector result(size);
+        std::iota(begin(result), end(result), Type(1));
+        if (position < size)
+        {
+            result[position] = constant;
+        }
+        return result;
+    }
+
+    void test_find_if_not_naligned( size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const vector data = fill_data(size, position, constant);
+        
+        const auto result = xsimd::find_if_not(data.begin(), data.end(), [constant](const auto& x) { return x != constant; });
+        const auto expected = std::find_if_not(data.begin(), data.end(), [constant](const auto& x) { return x != constant; });
+        CHECK(result == expected);
+    }
+
+    void test_find_if_not_misaligned(size_t size, Type constant= {-42}) const
+    {
+        const auto position = size / 2;
+        const size_t missalignment = 1;
+        const vector data = fill_data(size + missalignment * 2, position, constant);
+        auto first = data.begin() + missalignment;
+        auto last = first + size;
+
+        const auto result = xsimd::find_if_not(first, last, [constant](const auto& x) { return x != constant; });
+        const auto expected = std::find_if_not(first, last, [constant](const auto& x) { return x != constant; });
+
+        CHECK(result == expected);
+    }
+};
+
+TEST_CASE_TEMPLATE("find_if_not test", T, FIND_IF_NOT_TYPES)
+{
+    using Test = find_if_not_test<T>;
+
+    const std::array test_sizes {
+        size_t { 0 },
+        size_t { 1 },
+        Test::simd_size - 1,
+        Test::simd_size,
+        Test ::simd_size + 1,
+    };
+
+    Test test;
+
+    size_t sub_case_id = 0;
+    for (const auto size : test_sizes)
+    {
+        const std::string aligned_subcase_name = "Aligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(aligned_subcase_name.c_str())
+        {
+            test.test_find_if_not_naligned(size);
+        }
+        const std::string misaligned_subcase_name = "Misaligned" + std::to_string(sub_case_id++) + ", size: " + std::to_string(size);
+        SUBCASE(misaligned_subcase_name.c_str())
+        {
+            test.test_find_if_not_misaligned(size);
+        }
+    }
+}
+#endif
\ No newline at end of file