diff --git a/src/Math/Matrix.h b/src/Math/Matrix.h
index e551f868c..16beaf05c 100644
--- a/src/Math/Matrix.h
+++ b/src/Math/Matrix.h
@@ -145,6 +145,15 @@ template<size_t s, class T> class Matrix: public RectangularMatrix<s, s, T> {
         MAGNUM_RECTANGULARMATRIX_SUBCLASS_OPERATOR_IMPLEMENTATION(size, size, Matrix<size, T>)
 };
 
+#ifndef DOXYGEN_GENERATING_OUTPUT
+template<size_t size, class T, class U> inline Matrix<size, T> operator*(U number, const Matrix<size, T>& matrix) {
+    return number*RectangularMatrix<size, size, T>(matrix);
+}
+template<size_t size, class T, class U> inline Matrix<size, T> operator/(U number, const Matrix<size, T>& matrix) {
+    return number/RectangularMatrix<size, size, T>(matrix);
+}
+#endif
+
 /** @debugoperator{Magnum::Math::Matrix} */
 template<size_t size, class T> Corrade::Utility::Debug operator<<(Corrade::Utility::Debug debug, const Magnum::Math::Matrix<size, T>& value) {
     return debug << static_cast<const Magnum::Math::RectangularMatrix<size, size, T>&>(value);
@@ -191,6 +200,14 @@ template<size_t size, class T> Corrade::Utility::Debug operator<<(Corrade::Utili
     inline Type<T> transposed() const { return Matrix<size, T>::transposed(); } \
     inline Type<T> inverted() const { return Matrix<size, T>::inverted(); }
 
+#define MAGNUM_MATRIX_SUBCLASS_OPERATOR_IMPLEMENTATION(Type, size)          \
+    template<class T, class U> inline Type<T> operator*(U number, const Type<T>& matrix) { \
+        return number*Matrix<size, T>(matrix);                              \
+    }                                                                       \
+    template<class T, class U> inline Type<T> operator/(U number, const Type<T>& matrix) { \
+        return number/Matrix<size, T>(matrix);                              \
+    }
+
 namespace Implementation {
 
 template<size_t size, class T> class MatrixDeterminant {
diff --git a/src/Math/RectangularMatrix.h b/src/Math/RectangularMatrix.h
index 2ae79fea2..7d4d2c508 100644
--- a/src/Math/RectangularMatrix.h
+++ b/src/Math/RectangularMatrix.h
@@ -205,6 +205,66 @@ template<size_t c, size_t r, class T> class RectangularMatrix {
             return *this;
         }
 
+        /**
+         * @brief Multiply matrix with number
+         *
+         * @see operator*=(U), operator*(U, const RectangularMatrix<cols, rows, T>&)
+         */
+        #ifndef DOXYGEN_GENERATING_OUTPUT
+        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>>::type operator*(U number) const {
+        #else
+        template<class U> inline RectangularMatrix<cols, rows, T> operator*(U number) const {
+        #endif
+            return RectangularMatrix<cols, rows, T>(*this)*=number;
+        }
+
+        /**
+         * @brief Multiply matrix with number and assign
+         *
+         * More efficient than operator*(U), because it does the computation
+         * in-place.
+         */
+        #ifndef DOXYGEN_GENERATING_OUTPUT
+        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>&>::type operator*=(U number) {
+        #else
+        template<class U> RectangularMatrix<cols, rows, T>& operator*=(U number) {
+        #endif
+            for(size_t i = 0; i != cols*rows; ++i)
+                _data[i] *= number;
+
+            return *this;
+        }
+
+        /**
+         * @brief Divide matrix with number
+         *
+         * @see operator/=(), operator/(U, const RectangularMatrix<cols, rows, T>&)
+         */
+        #ifndef DOXYGEN_GENERATING_OUTPUT
+        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>>::type operator/(U number) const {
+        #else
+        template<class U> inline RectangularMatrix<cols, rows, T> operator/(U number) const {
+        #endif
+            return RectangularMatrix<cols, rows, T>(*this)/=number;
+        }
+
+        /**
+         * @brief Divide matrix with number and assign
+         *
+         * More efficient than operator/(), because it does the computation
+         * in-place.
+         */
+        #ifndef DOXYGEN_GENERATING_OUTPUT
+        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>&>::type operator/=(U number) {
+        #else
+        template<class U> RectangularMatrix<cols, rows, T>& operator/=(U number) {
+        #endif
+            for(size_t i = 0; i != cols*rows; ++i)
+                _data[i] /= number;
+
+            return *this;
+        }
+
         /** @brief Multiply matrix */
         template<size_t size> RectangularMatrix<size, rows, T> operator*(const RectangularMatrix<size, cols, T>& other) const {
             RectangularMatrix<size, rows, T> out;
@@ -249,6 +309,42 @@ template<size_t c, size_t r, class T> class RectangularMatrix {
         T _data[rows*cols];
 };
 
+/** @relates RectangularMatrix
+@brief Multiply number with matrix
+
+@see RectangularMatrix::operator*(U) const
+*/
+#ifndef DOXYGEN_GENERATING_OUTPUT
+template<size_t cols, size_t rows, class T, class U> inline typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>>::type operator*(U number, const RectangularMatrix<cols, rows, T>& matrix) {
+#else
+template<size_t cols, size_t rows, class T, class U> inline RectangularMatrix<cols, rows, T> operator*(U number, const RectangularMatrix<cols, rows, T>& matrix) {
+#endif
+    return matrix*number;
+}
+
+/** @relates RectangularMatrix
+@brief Divide matrix with number and invert
+
+Example:
+@code
+RectangularMatrix<2, 3, float> mat(1.0f, 2.0f, -4.0f, 8.0f, -1.0f, 0.5f);
+RectangularMatrix<2, 3, float> another = 1.0f/mat; // {1.0f, 0.5f, -0.25f, 0.128f, -1.0f, 2.0f}
+@endcode
+@see RectangularMatrix::operator/()
+*/
+#ifndef DOXYGEN_GENERATING_OUTPUT
+template<size_t cols, size_t rows, class T, class U> typename std::enable_if<std::is_arithmetic<U>::value, RectangularMatrix<cols, rows, T>>::type operator/(U number, const RectangularMatrix<cols, rows, T>& matrix) {
+#else
+template<size_t cols, size_t rows, class T, class U> RectangularMatrix<cols, rows, T> operator/(U number, const RectangularMatrix<cols, rows, T>& matrix) {
+#endif
+    RectangularMatrix<cols, rows, T> out;
+
+    for(size_t i = 0; i != cols*rows; ++i)
+        out.data()[i] = number/matrix.data()[i];
+
+    return out;
+}
+
 /** @debugoperator{Magnum::Math::RectangularMatrix} */
 template<size_t cols, size_t rows, class T> Corrade::Utility::Debug operator<<(Corrade::Utility::Debug debug, const Magnum::Math::RectangularMatrix<cols, rows, T>& value) {
     debug << "Matrix(";
@@ -296,6 +392,20 @@ template<size_t cols, size_t rows, class T> Corrade::Utility::Debug operator<<(C
     inline __VA_ARGS__& operator-=(const RectangularMatrix<cols, rows, T>& other) { \
         RectangularMatrix<cols, rows, T>::operator-=(other);                \
         return *this;                                                       \
+    }                                                                       \
+    template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, __VA_ARGS__>::type operator*(U number) const { \
+        return RectangularMatrix<cols, rows, T>::operator*(number);         \
+    }                                                                       \
+    template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, __VA_ARGS__&>::type operator*=(U number) { \
+        RectangularMatrix<cols, rows, T>::operator*=(number);               \
+        return *this;                                                       \
+    }                                                                       \
+    template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, __VA_ARGS__>::type operator/(U number) const { \
+        return RectangularMatrix<cols, rows, T>::operator/(number);         \
+    }                                                                       \
+    template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, __VA_ARGS__&>::type operator/=(U number) { \
+        RectangularMatrix<cols, rows, T>::operator/=(number);               \
+        return *this;                                                       \
     }
 #endif
 
diff --git a/src/Math/Test/RectangularMatrixTest.cpp b/src/Math/Test/RectangularMatrixTest.cpp
index 925ed8bd2..51cfed605 100644
--- a/src/Math/Test/RectangularMatrixTest.cpp
+++ b/src/Math/Test/RectangularMatrixTest.cpp
@@ -28,6 +28,7 @@ namespace Magnum { namespace Math { namespace Test {
 
 typedef RectangularMatrix<4, 3, float> Matrix4x3;
 typedef RectangularMatrix<3, 4, float> Matrix3x4;
+typedef RectangularMatrix<2, 2, float> Matrix2;
 typedef Vector<4, float> Vector4;
 
 RectangularMatrixTest::RectangularMatrixTest() {
@@ -37,6 +38,7 @@ RectangularMatrixTest::RectangularMatrixTest() {
              &RectangularMatrixTest::data,
 
              &RectangularMatrixTest::addSubtract,
+             &RectangularMatrixTest::multiplyDivide,
              &RectangularMatrixTest::multiply,
 
              &RectangularMatrixTest::transposed,
@@ -127,6 +129,27 @@ void RectangularMatrixTest::addSubtract() {
     CORRADE_COMPARE(e - b, a);
 }
 
+void RectangularMatrixTest::multiplyDivide() {
+    Matrix2 vec(1.0f, 2.0f, 3.0f, 4.0f);
+    Matrix2 multiplied(-1.5f, -3.0f, -4.5f, -6.0f);
+
+    CORRADE_COMPARE(vec*-1.5f, multiplied);
+    CORRADE_COMPARE(-1.5f*vec, multiplied);
+    CORRADE_COMPARE(multiplied/-1.5f, vec);
+
+    Math::RectangularMatrix<1, 1, char> vecChar(32);
+    Math::RectangularMatrix<1, 1, char> multipliedChar(-48);
+    CORRADE_COMPARE(vecChar*-1.5f, multipliedChar);
+    CORRADE_COMPARE(multipliedChar/-1.5f, vecChar);
+    CORRADE_COMPARE(-1.5f*vecChar, multipliedChar);
+
+    /* Divide vector with number and inverse */
+    Matrix2 divisor(1.0f, 2.0f, -4.0f, 8.0f);
+    Matrix2 result(1.0f, 0.5f, -0.25f, 0.125f);
+    CORRADE_COMPARE(1.0f/divisor, result);
+    CORRADE_COMPARE(-1550.0f/multipliedChar, vecChar);
+}
+
 void RectangularMatrixTest::multiply() {
     RectangularMatrix<4, 6, int> left(
         -5,     27,     10,     33,     0,     -15,
diff --git a/src/Math/Test/RectangularMatrixTest.h b/src/Math/Test/RectangularMatrixTest.h
index f2fcfed0f..211d767bd 100644
--- a/src/Math/Test/RectangularMatrixTest.h
+++ b/src/Math/Test/RectangularMatrixTest.h
@@ -29,6 +29,7 @@ class RectangularMatrixTest: public Corrade::TestSuite::Tester<RectangularMatrix
         void data();
 
         void addSubtract();
+        void multiplyDivide();
         void multiply();
 
         void transposed();
diff --git a/src/Math/Test/VectorTest.cpp b/src/Math/Test/VectorTest.cpp
index 588f7992a..035270881 100644
--- a/src/Math/Test/VectorTest.cpp
+++ b/src/Math/Test/VectorTest.cpp
@@ -35,7 +35,6 @@ VectorTest::VectorTest() {
     addTests(&VectorTest::construct,
              &VectorTest::constructFrom,
              &VectorTest::dot,
-             &VectorTest::multiplyDivide,
              &VectorTest::multiplyDivideComponentWise,
              &VectorTest::dotSelf,
              &VectorTest::length,
@@ -70,27 +69,6 @@ void VectorTest::dot() {
     CORRADE_COMPARE(Vector4::dot({1.0f, 0.5f, 0.75f, 1.5f}, {2.0f, 4.0f, 1.0f, 7.0f}), 15.25f);
 }
 
-void VectorTest::multiplyDivide() {
-    Vector4 vec(1.0f, 2.0f, 3.0f, 4.0f);
-    Vector4 multiplied(-1.5f, -3.0f, -4.5f, -6.0f);
-
-    CORRADE_COMPARE(vec*-1.5f, multiplied);
-    CORRADE_COMPARE(-1.5f*vec, multiplied);
-    CORRADE_COMPARE(multiplied/-1.5f, vec);
-
-    Math::Vector<1, char> vecChar(32);
-    Math::Vector<1, char> multipliedChar(-48);
-    CORRADE_COMPARE(vecChar*-1.5f, multipliedChar);
-    CORRADE_COMPARE(multipliedChar/-1.5f, vecChar);
-    CORRADE_COMPARE(-1.5f*vecChar, multipliedChar);
-
-    /* Divide vector with number and inverse */
-    Vector4 divisor(1.0f, 2.0f, -4.0f, 8.0f);
-    Vector4 result(1.0f, 0.5f, -0.25f, 0.125f);
-    CORRADE_COMPARE(1.0f/divisor, result);
-    CORRADE_COMPARE(-1550.0f/multipliedChar, vecChar);
-}
-
 void VectorTest::multiplyDivideComponentWise() {
     Vector4 vec(1.0f, 2.0f, 3.0f, 4.0f);
     Vector4 multiplier(7.0f, -4.0f, -1.5f, 1.0f);
diff --git a/src/Math/Test/VectorTest.h b/src/Math/Test/VectorTest.h
index 4504db2da..70fe2f878 100644
--- a/src/Math/Test/VectorTest.h
+++ b/src/Math/Test/VectorTest.h
@@ -26,7 +26,6 @@ class VectorTest: public Corrade::TestSuite::Tester<VectorTest> {
         void construct();
         void constructFrom();
         void dot();
-        void multiplyDivide();
         void multiplyDivideComponentWise();
         void dotSelf();
         void length();
diff --git a/src/Math/Vector.h b/src/Math/Vector.h
index 4b4bbfd2a..8ed2949c1 100644
--- a/src/Math/Vector.h
+++ b/src/Math/Vector.h
@@ -125,36 +125,6 @@ template<size_t s, class T> class Vector: public RectangularMatrix<1, s, T> {
         inline T& operator[](size_t pos) { return RectangularMatrix<1, size, T>::_data[pos]; }
         inline constexpr T operator[](size_t pos) const { return RectangularMatrix<1, size, T>::_data[pos]; } /**< @overload */
 
-        /**
-         * @brief Multiply vector
-         *
-         * @see operator*=(U), operator*(U, const Vector<size, T>&)
-         */
-        #ifndef DOXYGEN_GENERATING_OUTPUT
-        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>>::type operator*(U number) const {
-        #else
-        template<class U> inline Vector<size, T> operator*(U number) const {
-        #endif
-            return Vector<size, T>(*this)*=number;
-        }
-
-        /**
-         * @brief Multiply vector and assign
-         *
-         * More efficient than operator*(U) const, because it does the
-         * computation in-place.
-         */
-        #ifndef DOXYGEN_GENERATING_OUTPUT
-        template<class U> typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>&>::type operator*=(U number) {
-        #else
-        template<class U> Vector<size, T>& operator*=(U number) {
-        #endif
-            for(size_t i = 0; i != size; ++i)
-                (*this)[i] *= number;
-
-            return *this;
-        }
-
         /**
          * @brief Multiply vector component-wise
          *
@@ -177,36 +147,6 @@ template<size_t s, class T> class Vector: public RectangularMatrix<1, s, T> {
             return *this;
         }
 
-        /**
-         * @brief Divide vector
-         *
-         * @see operator/=(U), operator/(U, const Vector<size, T>&)
-         */
-        #ifndef DOXYGEN_GENERATING_OUTPUT
-        template<class U> inline typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>>::type operator/(U number) const {
-        #else
-        template<class U> inline Vector<size, T> operator/(U number) const {
-        #endif
-            return Vector<size, T>(*this)/=number;
-        }
-
-        /**
-         * @brief Divide vector and assign
-         *
-         * More efficient than operator/(U) const, because it does the
-         * computation in-place.
-         */
-        #ifndef DOXYGEN_GENERATING_OUTPUT
-        template<class U> typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>&>::type operator/=(U number) {
-        #else
-        template<class U> Vector<size, T>& operator/=(U number) {
-        #endif
-            for(size_t i = 0; i != size; ++i)
-                (*this)[i] /= number;
-
-            return *this;
-        }
-
         /**
          * @brief Divide vector component-wise
          *
@@ -318,41 +258,14 @@ template<size_t s, class T> class Vector: public RectangularMatrix<1, s, T> {
         using RectangularMatrix<1, size, T>::operator();
 };
 
-/** @relates Vector
-@brief Multiply number with vector
-
-@see Vector::operator*(U) const
-*/
 #ifndef DOXYGEN_GENERATING_OUTPUT
-template<size_t size, class T, class U> inline typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>>::type operator*(U number, const Vector<size, T>& vector) {
-#else
 template<size_t size, class T, class U> inline Vector<size, T> operator*(U number, const Vector<size, T>& vector) {
-#endif
-    return vector*number;
+    return number*RectangularMatrix<1, size, T>(vector);
 }
-
-/** @relates Vector
-@brief Divide vector with number and invert
-
-Example:
-@code
-Vector<4, float> vec(1.0f, 2.0f, -4.0f, 8.0f);
-Vector<4, float> another = 1.0f/vec; // {1.0f, 0.5f, -0.25f, 0.128f}
-@endcode
-@see Vector::operator/(U) const
-*/
-#ifndef DOXYGEN_GENERATING_OUTPUT
-template<size_t size, class T, class U> typename std::enable_if<std::is_arithmetic<U>::value, Vector<size, T>>::type operator/(U number, const Vector<size, T>& vector) {
-#else
-template<size_t size, class T, class U> Vector<size, T> operator/(U number, const Vector<size, T>& vector) {
-#endif
-    Vector<size, T> out;
-
-    for(size_t i = 0; i != size; ++i)
-        out[i] = number/vector[i];
-
-    return out;
+template<size_t size, class T, class U> inline Vector<size, T> operator/(U number, const Vector<size, T>& vector) {
+    return number/RectangularMatrix<1, size, T>(vector);
 }
+#endif
 
 /** @debugoperator{Magnum::Math::Vector} */
 template<size_t size, class T> Corrade::Utility::Debug operator<<(Corrade::Utility::Debug debug, const Magnum::Math::Vector<size, T>& value) {
@@ -384,13 +297,6 @@ template<size_t size, class T> Corrade::Utility::Debug operator<<(Corrade::Utili
         return *this;                                                       \
     }                                                                       \
                                                                             \
-    template<class U> inline Type<T> operator*(U number) const {            \
-        return Vector<size, T>::operator*(number);                          \
-    }                                                                       \
-    template<class U> inline Type<T>& operator*=(U number) {                \
-        Vector<size, T>::operator*=(number);                                \
-        return *this;                                                       \
-    }                                                                       \
     inline Type<T> operator*(const Vector<size, T>& other) const {          \
         return Vector<size, T>::operator*(other);                           \
     }                                                                       \
@@ -398,13 +304,6 @@ template<size_t size, class T> Corrade::Utility::Debug operator<<(Corrade::Utili
         Vector<size, T>::operator*=(other);                                 \
         return *this;                                                       \
     }                                                                       \
-    template<class U> inline Type<T> operator/(U number) const {            \
-        return Vector<size, T>::operator/(number);                          \
-    }                                                                       \
-    template<class U> inline Type<T>& operator/=(U number) {                \
-        Vector<size, T>::operator/=(number);                                \
-        return *this;                                                       \
-    }                                                                       \
     inline Type<T> operator/(const Vector<size, T>& other) const {          \
         return Vector<size, T>::operator/(other);                           \
     }                                                                       \