diff --git a/src/Functions/FunctionBinaryArithmetic.h b/src/Functions/FunctionBinaryArithmetic.h
index bbac58a92c6..bbb08c4068f 100644
--- a/src/Functions/FunctionBinaryArithmetic.h
+++ b/src/Functions/FunctionBinaryArithmetic.h
@@ -65,7 +65,7 @@ namespace ErrorCodes
   */
 
 template <typename A, typename B, typename Op, typename ResultType_ = typename Op::ResultType>
-struct BinaryOperationImplBase
+struct BinaryOperation
 {
     using ResultType = ResultType_;
     static const constexpr bool allow_fixed_string = false;
@@ -167,16 +167,24 @@ struct FixedStringOperationImpl
 
 
 template <typename A, typename B, typename Op, typename ResultType = typename Op::ResultType>
-struct BinaryOperationImpl : BinaryOperationImplBase<A, B, Op, ResultType>
+struct BinaryOperationImpl : BinaryOperation<A, B, Op, ResultType>
 {
 };
 
+template <typename T>
+inline constexpr const auto & undec(const T & x)
+{
+    if constexpr (IsDecimalNumber<T>)
+        return x.value;
+    else
+        return x;
+}
 
 /// Binary operations for Decimals need scale args
 /// +|- scale one of args (which scale factor is not 1). ScaleR = oneof(Scale1, Scale2);
 /// *   no agrs scale. ScaleR = Scale1 + Scale2;
 /// /   first arg scale. ScaleR = Scale1 (scale_a = DecimalType<B>::getScale()).
-template <typename A, typename B, template <typename, typename> typename Operation, typename ResultType_, bool _check_overflow = true>
+template <template <typename, typename> typename Operation, typename ResultType_, bool check_overflow = true>
 struct DecimalBinaryOperation
 {
     static constexpr bool is_plus_minus =   IsOperation<Operation>::plus ||
@@ -196,48 +204,10 @@ struct DecimalBinaryOperation
     using Op = std::conditional_t<is_float_division,
         DivideIntegralImpl<NativeResultType, NativeResultType>, /// substitute divide by intDiv (throw on division by zero)
         Operation<NativeResultType, NativeResultType>>;
-    using ColVecA = std::conditional_t<IsDecimalNumber<A>, ColumnDecimal<A>, ColumnVector<A>>;
-    using ColVecB = std::conditional_t<IsDecimalNumber<B>, ColumnDecimal<B>, ColumnVector<B>>;
-    using ArrayA = typename ColVecA::Container;
-    using ArrayB = typename ColVecB::Container;
+
     using ArrayC = typename ColumnDecimal<ResultType>::Container;
-    using SelfNoOverflow = DecimalBinaryOperation<A, B, Operation, ResultType_, false>;
-
-    static void vectorVector(const ArrayA & a, const ArrayB & b, ArrayC & c,
-                             NativeResultType scale_a, NativeResultType scale_b, bool check_overflow)
-    {
-        if (check_overflow)
-            vectorVector(a, b, c, scale_a, scale_b);
-        else
-            SelfNoOverflow::vectorVector(a, b, c, scale_a, scale_b);
-    }
-
-    static void vectorConstant(const ArrayA & a, B b, ArrayC & c,
-                               NativeResultType scale_a, NativeResultType scale_b, bool check_overflow)
-    {
-        if (check_overflow)
-            vectorConstant(a, b, c, scale_a, scale_b);
-        else
-            SelfNoOverflow::vectorConstant(a, b, c, scale_a, scale_b);
-    }
-
-    static void constantVector(A a, const ArrayB & b, ArrayC & c,
-                               NativeResultType scale_a, NativeResultType scale_b, bool check_overflow)
-    {
-        if (check_overflow)
-            constantVector(a, b, c, scale_a, scale_b);
-        else
-            SelfNoOverflow::constantVector(a, b, c, scale_a, scale_b);
-    }
-
-    static ResultType constantConstant(A a, B b, NativeResultType scale_a, NativeResultType scale_b, bool check_overflow)
-    {
-        if (check_overflow)
-            return constantConstant(a, b, scale_a, scale_b);
-        else
-            return SelfNoOverflow::constantConstant(a, b, scale_a, scale_b);
-    }
 
+    template <bool is_decimal_a, bool is_decimal_b, typename ArrayA, typename ArrayB>
     static void NO_INLINE vectorVector(const ArrayA & a, const ArrayB & b, ArrayC & c,
                                        NativeResultType scale_a [[maybe_unused]], NativeResultType scale_b [[maybe_unused]])
     {
@@ -247,92 +217,102 @@ struct DecimalBinaryOperation
             if (scale_a != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<true>(a[i], b[i], scale_a);
+                    c[i] = applyScaled<true>(undec(a[i]), undec(b[i]), scale_a);
                 return;
             }
             else if (scale_b != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<false>(a[i], b[i], scale_b);
+                    c[i] = applyScaled<false>(undec(a[i]), undec(b[i]), scale_b);
                 return;
             }
         }
-        else if constexpr (is_division && IsDecimalNumber<B>)
+        else if constexpr (is_division && is_decimal_b)
         {
             for (size_t i = 0; i < size; ++i)
-                c[i] = applyScaledDiv(a[i], b[i], scale_a);
+                c[i] = applyScaledDiv<is_decimal_a>(undec(a[i]), undec(b[i]), scale_a);
             return;
         }
 
         /// default: use it if no return before
         for (size_t i = 0; i < size; ++i)
-            c[i] = apply(a[i], b[i]);
+            c[i] = apply(undec(a[i]), undec(b[i]));
     }
 
+    template <bool is_decimal_a, bool is_decimal_b, typename ArrayA, typename B>
     static void NO_INLINE vectorConstant(const ArrayA & a, B b, ArrayC & c,
                                          NativeResultType scale_a [[maybe_unused]], NativeResultType scale_b [[maybe_unused]])
     {
+        static_assert(!IsDecimalNumber<B>);
+
         size_t size = a.size();
         if constexpr (is_plus_minus_compare)
         {
             if (scale_a != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<true>(a[i], b, scale_a);
+                    c[i] = applyScaled<true>(undec(a[i]), b, scale_a);
                 return;
             }
             else if (scale_b != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<false>(a[i], b, scale_b);
+                    c[i] = applyScaled<false>(undec(a[i]), b, scale_b);
                 return;
             }
         }
-        else if constexpr (is_division && IsDecimalNumber<B>)
+        else if constexpr (is_division && is_decimal_b)
         {
             for (size_t i = 0; i < size; ++i)
-                c[i] = applyScaledDiv(a[i], b, scale_a);
+                c[i] = applyScaledDiv<is_decimal_a>(undec(a[i]), b, scale_a);
             return;
         }
 
         /// default: use it if no return before
         for (size_t i = 0; i < size; ++i)
-            c[i] = apply(a[i], b);
+            c[i] = apply(undec(a[i]), b);
     }
 
+    template <bool is_decimal_a, bool is_decimal_b, typename A, typename ArrayB>
     static void NO_INLINE constantVector(A a, const ArrayB & b, ArrayC & c,
                                          NativeResultType scale_a [[maybe_unused]], NativeResultType scale_b [[maybe_unused]])
     {
+        static_assert(!IsDecimalNumber<A>);
+
         size_t size = b.size();
         if constexpr (is_plus_minus_compare)
         {
             if (scale_a != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<true>(a, b[i], scale_a);
+                    c[i] = applyScaled<true>(a, undec(b[i]), scale_a);
                 return;
             }
             else if (scale_b != 1)
             {
                 for (size_t i = 0; i < size; ++i)
-                    c[i] = applyScaled<false>(a, b[i], scale_b);
+                    c[i] = applyScaled<false>(a, undec(b[i]), scale_b);
                 return;
             }
         }
-        else if constexpr (is_division && IsDecimalNumber<B>)
+        else if constexpr (is_division && is_decimal_b)
         {
             for (size_t i = 0; i < size; ++i)
-                c[i] = applyScaledDiv(a, b[i], scale_a);
+                c[i] = applyScaledDiv<is_decimal_a>(a, undec(b[i]), scale_a);
             return;
         }
 
         /// default: use it if no return before
         for (size_t i = 0; i < size; ++i)
-            c[i] = apply(a, b[i]);
+            c[i] = apply(a, undec(b[i]));
     }
 
+    template <bool is_decimal_a, bool is_decimal_b, typename A, typename B>
     static ResultType constantConstant(A a, B b, NativeResultType scale_a [[maybe_unused]], NativeResultType scale_b [[maybe_unused]])
     {
+        static_assert(!IsDecimalNumber<A>);
+        static_assert(!IsDecimalNumber<B>);
+
         if constexpr (is_plus_minus_compare)
         {
             if (scale_a != 1)
@@ -340,64 +320,16 @@ struct DecimalBinaryOperation
             else if (scale_b != 1)
                 return applyScaled<false>(a, b, scale_b);
         }
-        else if constexpr (is_division && IsDecimalNumber<B>)
-            return applyScaledDiv(a, b, scale_a);
+        else if constexpr (is_division && is_decimal_b)
+            return applyScaledDiv<is_decimal_a>(a, b, scale_a);
         return apply(a, b);
     }
 
 private:
-    template <typename T, typename U>
-    static NativeResultType apply(const T & a, const U & b)
-    {
-        if constexpr (OverBigInt<T> || OverBigInt<U>)
-        {
-            if constexpr (IsDecimalNumber<T>)
-                return apply(a.value, b);
-            else if constexpr (IsDecimalNumber<U>)
-                return apply(a, b.value);
-            else
-                return applyNative(bigint_cast<NativeResultType>(a), bigint_cast<NativeResultType>(b));
-        }
-        else
-            return applyNative(a, b);
-    }
-
-    template <bool scale_left, typename T, typename U>
-    static NativeResultType applyScaled(const T & a, const U & b, NativeResultType scale)
-    {
-        if constexpr (OverBigInt<T> || OverBigInt<U>)
-        {
-            if constexpr (IsDecimalNumber<T>)
-                return applyScaled<scale_left>(a.value, b, scale);
-            else if constexpr (IsDecimalNumber<U>)
-                return applyScaled<scale_left>(a, b.value, scale);
-            else
-                return applyNativeScaled<scale_left>(bigint_cast<NativeResultType>(a), bigint_cast<NativeResultType>(b), scale);
-        }
-        else
-            return applyNativeScaled<scale_left>(a, b, scale);
-    }
-
-    template <typename T, typename U>
-    static NativeResultType applyScaledDiv(const T & a, const U & b, NativeResultType scale)
-    {
-        if constexpr (OverBigInt<T> || OverBigInt<U>)
-        {
-            if constexpr (IsDecimalNumber<T>)
-                return applyScaledDiv(a.value, b, scale);
-            else if constexpr (IsDecimalNumber<U>)
-                return applyScaledDiv(a, b.value, scale);
-            else
-                return applyNativeScaledDiv(bigint_cast<NativeResultType>(a), bigint_cast<NativeResultType>(b), scale);
-        }
-        else
-            return applyNativeScaledDiv(a, b, scale);
-    }
-
     /// there's implicit type convertion here
-    static NativeResultType applyNative(NativeResultType a, NativeResultType b)
+    static NativeResultType apply(NativeResultType a, NativeResultType b)
     {
-        if constexpr (can_overflow && _check_overflow)
+        if constexpr (can_overflow && check_overflow)
         {
             NativeResultType res;
             if (Op::template apply<NativeResultType>(a, b, res))
@@ -409,13 +341,13 @@ private:
     }
 
     template <bool scale_left>
-    static NO_SANITIZE_UNDEFINED NativeResultType applyNativeScaled(NativeResultType a, NativeResultType b, NativeResultType scale)
+    static NO_SANITIZE_UNDEFINED NativeResultType applyScaled(NativeResultType a, NativeResultType b, NativeResultType scale)
     {
         if constexpr (is_plus_minus_compare)
         {
             NativeResultType res;
 
-            if constexpr (_check_overflow)
+            if constexpr (check_overflow)
             {
                 bool overflow = false;
                 if constexpr (scale_left)
@@ -444,14 +376,15 @@ private:
         }
     }
 
-    static NO_SANITIZE_UNDEFINED NativeResultType applyNativeScaledDiv(NativeResultType a, NativeResultType b, NativeResultType scale)
+    template <bool is_decimal_a>
+    static NO_SANITIZE_UNDEFINED NativeResultType applyScaledDiv(NativeResultType a, NativeResultType b, NativeResultType scale)
     {
         if constexpr (is_division)
         {
-            if constexpr (_check_overflow)
+            if constexpr (check_overflow)
             {
                 bool overflow = false;
-                if constexpr (!IsDecimalNumber<A>)
+                if constexpr (!is_decimal_a)
                     overflow |= common::mulOverflow(scale, scale, scale);
                 overflow |= common::mulOverflow(a, scale, a);
                 if (overflow)
@@ -459,7 +392,7 @@ private:
             }
             else
             {
-                if constexpr (!IsDecimalNumber<A>)
+                if constexpr (!is_decimal_a)
                     scale *= scale;
                 a *= scale;
             }
@@ -1024,10 +957,15 @@ public:
 
             if constexpr (IsDataTypeDecimal<LeftDataType> || IsDataTypeDecimal<RightDataType>)
             {
-                using OpImpl = DecimalBinaryOperation<T0, T1, Op, ResultType>;
+                using NativeResultType = typename NativeType<ResultType>::Type;
+                using OpImpl = DecimalBinaryOperation<Op, ResultType, false>;
+                using OpImplCheck = DecimalBinaryOperation<Op, ResultType, true>;
 
                 ResultDataType type = decimalResultType<is_multiply, is_division>(left, right);
 
+                static constexpr const bool dec_a = IsDecimalNumber<T0>;
+                static constexpr const bool dec_b = IsDecimalNumber<T1>;
+
                 typename ResultDataType::FieldType scale_a = type.scaleFactorFor(left, is_multiply);
                 typename ResultDataType::FieldType scale_b = type.scaleFactorFor(right, is_multiply || is_division);
                 if constexpr (IsDataTypeDecimal<RightDataType> && is_division)
@@ -1036,8 +974,12 @@ public:
                 /// non-vector result
                 if (col_left_const && col_right_const)
                 {
-                    auto res = OpImpl::constantConstant(col_left_const->template getValue<T0>(), col_right_const->template getValue<T1>(),
-                                                        scale_a, scale_b, check_decimal_overflow);
+                    NativeResultType const_a = col_left_const->template getValue<T0>();
+                    NativeResultType const_b = col_right_const->template getValue<T1>();
+
+                    auto res = check_decimal_overflow ?
+                        OpImplCheck::template constantConstant<dec_a, dec_b>(const_a, const_b, scale_a, scale_b) :
+                        OpImpl::template constantConstant<dec_a, dec_b>(const_a, const_b, scale_a, scale_b);
 
                     block.getByPosition(result).column = ResultDataType(type.getPrecision(), type.getScale()).createColumnConst(
                             col_left_const->size(), toField(res, type.getScale()));
@@ -1050,17 +992,28 @@ public:
 
                 if (col_left && col_right)
                 {
-                    OpImpl::vectorVector(col_left->getData(), col_right->getData(), vec_res, scale_a, scale_b, check_decimal_overflow);
+                    if (check_decimal_overflow)
+                        OpImplCheck::template vectorVector<dec_a, dec_b>(col_left->getData(), col_right->getData(), vec_res, scale_a, scale_b);
+                    else
+                        OpImpl::template vectorVector<dec_a, dec_b>(col_left->getData(), col_right->getData(), vec_res, scale_a, scale_b);
                 }
                 else if (col_left_const && col_right)
                 {
-                    OpImpl::constantVector(col_left_const->template getValue<T0>(), col_right->getData(), vec_res,
-                                           scale_a, scale_b, check_decimal_overflow);
+                    NativeResultType const_a = col_left_const->template getValue<T0>();
+
+                    if (check_decimal_overflow)
+                        OpImplCheck::template constantVector<dec_a, dec_b>(const_a, col_right->getData(), vec_res, scale_a, scale_b);
+                    else
+                        OpImpl::template constantVector<dec_a, dec_b>(const_a, col_right->getData(), vec_res, scale_a, scale_b);
                 }
                 else if (col_left && col_right_const)
                 {
-                    OpImpl::vectorConstant(col_left->getData(), col_right_const->template getValue<T1>(), vec_res,
-                                           scale_a, scale_b, check_decimal_overflow);
+                    NativeResultType const_b = col_right_const->template getValue<T1>();
+
+                    if (check_decimal_overflow)
+                        OpImplCheck::template vectorConstant<dec_a, dec_b>(col_left->getData(), const_b, vec_res, scale_a, scale_b);
+                    else
+                        OpImpl::template vectorConstant<dec_a, dec_b>(col_left->getData(), const_b, vec_res, scale_a, scale_b);
                 }
                 else
                     return false;
diff --git a/src/Functions/intDiv.cpp b/src/Functions/intDiv.cpp
index 45fb8bd51bd..25c21f8439c 100644
--- a/src/Functions/intDiv.cpp
+++ b/src/Functions/intDiv.cpp
@@ -22,7 +22,7 @@ namespace
 
 template <typename A, typename B>
 struct DivideIntegralByConstantImpl
-    : BinaryOperationImplBase<A, B, DivideIntegralImpl<A, B>>
+    : BinaryOperation<A, B, DivideIntegralImpl<A, B>>
 {
     using ResultType = typename DivideIntegralImpl<A, B>::ResultType;
     static const constexpr bool allow_fixed_string = false;
diff --git a/src/Functions/modulo.cpp b/src/Functions/modulo.cpp
index 2f9bf8a9c3a..1458d20c131 100644
--- a/src/Functions/modulo.cpp
+++ b/src/Functions/modulo.cpp
@@ -22,7 +22,7 @@ namespace
 
 template <typename A, typename B>
 struct ModuloByConstantImpl
-    : BinaryOperationImplBase<A, B, ModuloImpl<A, B>>
+    : BinaryOperation<A, B, ModuloImpl<A, B>>
 {
     using ResultType = typename ModuloImpl<A, B>::ResultType;
     static const constexpr bool allow_fixed_string = false;