diff --git a/packages/safe-ds-lang/src/language/typing/safe-ds-type-checker.ts b/packages/safe-ds-lang/src/language/typing/safe-ds-type-checker.ts
index ab910b340..3b99f0f09 100644
--- a/packages/safe-ds-lang/src/language/typing/safe-ds-type-checker.ts
+++ b/packages/safe-ds-lang/src/language/typing/safe-ds-type-checker.ts
@@ -50,12 +50,14 @@ export class SafeDsTypeChecker {
      * Checks whether {@link type} is a subtype of {@link other}.
      */
     isSubtypeOf = (type: Type, other: Type, options: TypeCheckOptions = {}): boolean => {
+        // Handle base cases
         if (type.equals(this.coreTypes.Nothing) || other.equals(this.coreTypes.AnyOrNull)) {
             return true;
         } else if (type === UnknownType || other === UnknownType) {
             return false;
         }
 
+        // Handle type parameter types
         if (other instanceof TypeParameterType) {
             if (type.isExplicitlyNullable && !other.isExplicitlyNullable) {
                 return false;
@@ -68,10 +70,16 @@ export class SafeDsTypeChecker {
 
             const otherLowerBound = this.coreTypes.Nothing.withExplicitNullability(other.isExplicitlyNullable);
             return this.isSubtypeOf(type, otherLowerBound, options);
+        }
+
+        // Handle union types
+        if (type instanceof UnionType) {
+            return type.types.every((it) => this.isSubtypeOf(it, other, options));
         } else if (other instanceof UnionType) {
             return other.types.some((it) => this.isSubtypeOf(type, it, options));
         }
 
+        // Handle other cases
         if (type instanceof CallableType) {
             return this.callableTypeIsSubtypeOf(type, other, options);
         } else if (type instanceof ClassType) {
@@ -88,8 +96,6 @@ export class SafeDsTypeChecker {
             return this.staticTypeIsSubtypeOf(type, other, options);
         } else if (type instanceof TypeParameterType) {
             return this.typeParameterTypeIsSubtypeOf(type, other, options);
-        } else if (type instanceof UnionType) {
-            return this.unionTypeIsSubtypeOf(type, other, options);
         } /* c8 ignore start */ else {
             throw new Error(`Unexpected type: ${type.constructor.name}`);
         } /* c8 ignore stop */
@@ -312,10 +318,6 @@ export class SafeDsTypeChecker {
         return this.isSubtypeOf(upperBound, other, options);
     }
 
-    private unionTypeIsSubtypeOf(type: UnionType, other: Type, options: TypeCheckOptions): boolean {
-        return type.types.every((it) => this.isSubtypeOf(it, other, options));
-    }
-
     // -----------------------------------------------------------------------------------------------------------------
     // Special cases
     // -----------------------------------------------------------------------------------------------------------------
diff --git a/packages/safe-ds-lang/tests/language/typing/type checker/isSubOrSupertypeOf.test.ts b/packages/safe-ds-lang/tests/language/typing/type checker/isSubOrSupertypeOf.test.ts
index 247a85fc7..b182cac2c 100644
--- a/packages/safe-ds-lang/tests/language/typing/type checker/isSubOrSupertypeOf.test.ts	
+++ b/packages/safe-ds-lang/tests/language/typing/type checker/isSubOrSupertypeOf.test.ts	
@@ -59,8 +59,6 @@ const basic = async (): Promise<IsSubOrSupertypeOfTest[]> => {
         class Class2() sub Class1
         class Class3
 
-        class Class4
-
         enum Enum1 {
             Variant1(p: Int)
             Variant2
@@ -654,7 +652,23 @@ const basic = async (): Promise<IsSubOrSupertypeOfTest[]> => {
             type2: enumType1,
             expected: false,
         },
-        // Union type to X
+        // Union type to union type
+        {
+            type1: factory.createUnionType(classType1, classType2),
+            type2: factory.createUnionType(classType1, classType2),
+            expected: true,
+        },
+        {
+            type1: factory.createUnionType(classType1, classType2),
+            type2: factory.createUnionType(classType1, classType3),
+            expected: true,
+        },
+        {
+            type1: factory.createUnionType(classType1, classType3),
+            type2: factory.createUnionType(classType1, classType2),
+            expected: false,
+        },
+        // Union type to other
         {
             type1: factory.createUnionType(),
             type2: classType1,