diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/avx2_algo.cpp b/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/avx2_algo.cpp
new file mode 100644
index 000000000000..048653ab8143
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/avx2_algo.cpp
@@ -0,0 +1,9 @@
+#include <ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h>
+#include <immintrin.h>
+#include <avxintrin.h>
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<AVX2Trait>() {
+    Cerr << "AVXTrait";
+    return MakeHolder<Algo<AVX2Trait>>();
+}
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/ya.make b/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/ya.make
new file mode 100644
index 000000000000..d435fa73030a
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo/ya.make
@@ -0,0 +1,9 @@
+LIBRARY()
+
+OWNER(g:yql)
+
+CFLAGS(-mavx2)
+
+SRCS(avx2_algo.cpp)
+
+END()
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/fallback_algo.cpp b/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/fallback_algo.cpp
new file mode 100644
index 000000000000..ae60677a6541
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/fallback_algo.cpp
@@ -0,0 +1,7 @@
+#include <ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h>
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<FallbackTrait>() {
+    Cerr << "FallbackTrait";
+    return MakeHolder<Algo<FallbackTrait>>();
+}
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/ya.make b/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/ya.make
new file mode 100644
index 000000000000..42e95e1c6581
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo/ya.make
@@ -0,0 +1,7 @@
+LIBRARY()
+
+OWNER(g:yql)
+
+SRCS(fallback_algo.cpp)
+
+END()
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/sse42_algo.cpp b/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/sse42_algo.cpp
new file mode 100644
index 000000000000..921bbc4fc2cf
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/sse42_algo.cpp
@@ -0,0 +1,8 @@
+#include <ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h>
+#include <immintrin.h>
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<SSE42Trait>() {
+    Cerr << "SSETrait";
+    return MakeHolder<Algo<SSE42Trait>>();
+}
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/ya.make b/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/ya.make
new file mode 100644
index 000000000000..e08bf55a60aa
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo/ya.make
@@ -0,0 +1,9 @@
+LIBRARY()
+
+OWNER(g:yql)
+
+CFLAGS(-msse4.2)
+
+SRCS(sse42_algo.cpp)
+
+END()
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h b/ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h
new file mode 100644
index 000000000000..10bdc4860d91
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h
@@ -0,0 +1,92 @@
+#include "util/system/cpu_id.h"
+#include <ydb/library/yql/utils/simd/simd_avx2.h>
+#include <ydb/library/yql/utils/simd/simd_fallback.h>
+#include <ydb/library/yql/utils/simd/simd_sse42.h>
+#include <vector>
+
+using vl = std::vector<ui64>;
+using vvl = std::vector<std::vector<ui64>>;
+
+template <int RegisterSize, template<typename> typename Intrinsic>
+struct TTrait {
+    static constexpr int Size = RegisterSize;
+};
+
+using AVX2Trait = NSimd::NAVX2::TSimd8<ui64>;
+
+using SSE42Trait = NSimd::NSSE42::TSimd8<ui64>;
+
+using FallbackTrait = NSimd::NFallback::FallbackTrait<ui64>;
+
+struct Perfomancer {
+
+    Perfomancer() = default;
+
+    struct Interface {
+
+        virtual ~Interface() = default;
+
+        inline virtual void Add(vvl& columns, vl& result) {
+
+            // to avoid clang(-Wunused-parameter)
+            columns[0];
+            result[0];
+        }
+
+    };
+
+
+    template <typename Trait>
+    struct Algo : Interface {
+
+        Algo() {}
+
+        inline void Add(vvl& columns, vl& result) override {
+            std::vector<Trait> Registers(columns.size());
+
+            for (size_t j = 0; j < result.size(); j += Trait::Size) {
+                
+                for (size_t i = 0; i < columns.size(); ++i) {
+                    Registers[i] = Trait(&columns[i][j]);
+                }
+
+                for (size_t i = 1; i < columns.size(); ++i) {
+                    Registers[i] += Registers[i - 1];
+                }
+
+                Registers.back().Store(&result[j]);
+            }
+        }
+
+        ~Algo() = default;
+    };
+
+    template <typename Trait>
+    inline THolder<Interface> Create() {
+        return MakeHolder<Interface>();
+    }
+
+};
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<AVX2Trait>();
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<SSE42Trait>();
+
+template<>
+THolder<Perfomancer::Interface> Perfomancer::Create<FallbackTrait>();
+
+template <typename TFactory>
+auto ChooseTrait(TFactory& factory) {
+    
+    if (NX86::HaveAVX2()) {
+        return factory.template Create<AVX2Trait>();
+    
+    } else if (NX86::HaveSSE42()) {
+        return factory.template Create<SSE42Trait>();
+    
+    }
+    
+    return factory.template Create<FallbackTrait>();
+}
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/main.cpp b/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/main.cpp
new file mode 100644
index 000000000000..f3de913dc9cc
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/main.cpp
@@ -0,0 +1,13 @@
+#include <ydb/library/yql/utils/simd/exec/runtime_dispatching/algo.h>
+
+int main() {
+    
+    std::vector<std::vector<ui64>> columns(10, std::vector<ui64>(64e6, 1e8));
+    std::vector<ui64> result(64e6);
+
+    Perfomancer perfomancer;
+
+    auto worker = ChooseTrait(perfomancer);
+
+    worker->Add(columns, result);
+}
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/ya.make b/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/ya.make
new file mode 100644
index 000000000000..cdf26a14805d
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/main/ya.make
@@ -0,0 +1,9 @@
+OWNER(g:yql)
+
+PROGRAM()
+
+SRCS(main.cpp)
+
+PEERDIR(ydb/library/yql/utils/simd/exec/runtime_dispatching)
+
+END()
\ No newline at end of file
diff --git a/ydb/library/yql/utils/simd/exec/runtime_dispatching/ya.make b/ydb/library/yql/utils/simd/exec/runtime_dispatching/ya.make
new file mode 100644
index 000000000000..643c72cd6441
--- /dev/null
+++ b/ydb/library/yql/utils/simd/exec/runtime_dispatching/ya.make
@@ -0,0 +1,19 @@
+OWNER(g:yql)
+
+LIBRARY()
+
+PEERDIR(
+    ydb/library/yql/utils/simd
+    ydb/library/yql/utils/simd/exec/runtime_dispatching/AVX2_algo
+    ydb/library/yql/utils/simd/exec/runtime_dispatching/SSE42_algo
+    ydb/library/yql/utils/simd/exec/runtime_dispatching/Fallback_algo
+)
+
+END()
+
+RECURSE(
+    AVX2_algo
+    SSE42_algo
+    Fallback_algo
+    main
+)
\ No newline at end of file