diff --git a/CHANGELOG.md b/CHANGELOG.md
index 364b536..27a560f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,7 @@
 
 - New #118: Add `findBetween()`, `findBetweenFirst()` and `findBetweenLast()` methods to `StringHelper` to retrieve
   a substring that lies between two strings (@salehhashemi1992)
+- Enh #121: Don't use regexp if there is no delimeter in the path in `StringHelper::parsePath()` (@viktorprogger)
 
 ## 2.3.1 October 30, 2023
 
diff --git a/src/StringHelper.php b/src/StringHelper.php
index 1715d0a..75a1bf4 100644
--- a/src/StringHelper.php
+++ b/src/StringHelper.php
@@ -509,6 +509,14 @@ public static function parsePath(
             return [];
         }
 
+        if (!str_contains($path, $delimiter)) {
+            if ($preserveDelimiterEscaping) {
+                return [$path];
+            }
+
+            return [str_replace($escapeCharacter . $escapeCharacter, $escapeCharacter, $path)];
+        }
+
         /** @psalm-var non-empty-list<array{0:string, 1:int}> $matches */
         $matches = preg_split(
             sprintf(
diff --git a/tests/StringHelperTest.php b/tests/StringHelperTest.php
index 7895078..d412145 100644
--- a/tests/StringHelperTest.php
+++ b/tests/StringHelperTest.php
@@ -447,6 +447,7 @@ public function dataParsePath(): array
             ['key1\.', '.', '\\', false, ['key1.']],
             ['key1~.', '.', '~', false, ['key1.']],
             ['key1~~', '.', '~', false, ['key1~']],
+            ['key1~~', '.', '~', true, ['key1~~']],
             ['key1\\\\', '.', '\\', false, ['key1\\']],
             ['key1~~.key2', '.', '~', false, ['key1~', 'key2']],
             ['key1\\\\.key2', '.', '\\', false, ['key1\\', 'key2']],