diff --git a/src/Type/Php/ImplodeFunctionReturnTypeExtension.php b/src/Type/Php/ImplodeFunctionReturnTypeExtension.php
index 1c59bbbf23..cd324b00b4 100644
--- a/src/Type/Php/ImplodeFunctionReturnTypeExtension.php
+++ b/src/Type/Php/ImplodeFunctionReturnTypeExtension.php
@@ -7,11 +7,15 @@
 use PHPStan\Reflection\FunctionReflection;
 use PHPStan\Type\Accessory\AccessoryLiteralStringType;
 use PHPStan\Type\Accessory\AccessoryNonEmptyStringType;
+use PHPStan\Type\Constant\ConstantArrayType;
+use PHPStan\Type\Constant\ConstantStringType;
+use PHPStan\Type\ConstantScalarType;
 use PHPStan\Type\DynamicFunctionReturnTypeExtension;
 use PHPStan\Type\IntersectionType;
 use PHPStan\Type\StringType;
 use PHPStan\Type\Type;
 use function count;
+use function implode;
 use function in_array;
 
 class ImplodeFunctionReturnTypeExtension implements DynamicFunctionReturnTypeExtension
@@ -35,20 +39,7 @@ public function getTypeFromFunctionCall(
 		if (count($args) === 1) {
 			$argType = $scope->getType($args[0]->value);
 			if ($argType->isArray()->yes()) {
-				$accessoryTypes = [];
-				if ($argType->isIterableAtLeastOnce()->yes() && $argType->getIterableValueType()->isNonEmptyString()->yes()) {
-					$accessoryTypes[] = new AccessoryNonEmptyStringType();
-				}
-				if ($argType->getIterableValueType()->isLiteralString()->yes()) {
-					$accessoryTypes[] = new AccessoryLiteralStringType();
-				}
-
-				if (count($accessoryTypes) > 0) {
-					$accessoryTypes[] = new StringType();
-					return new IntersectionType($accessoryTypes);
-				}
-
-				return new StringType();
+				return $this->implode($argType, new ConstantStringType(''));
 			}
 		}
 
@@ -58,6 +49,19 @@ public function getTypeFromFunctionCall(
 
 		$separatorType = $scope->getType($args[0]->value);
 		$arrayType = $scope->getType($args[1]->value);
+
+		return $this->implode($arrayType, $separatorType);
+	}
+
+	private function implode(Type $arrayType, Type $separatorType): Type
+	{
+		if ($arrayType instanceof ConstantArrayType && $separatorType instanceof ConstantStringType) {
+			$constantType = $this->inferConstantType($arrayType, $separatorType);
+			if ($constantType !== null) {
+				return $constantType;
+			}
+		}
+
 		$accessoryTypes = [];
 		if ($arrayType->isIterableAtLeastOnce()->yes()) {
 			if ($arrayType->getIterableValueType()->isNonEmptyString()->yes() || $separatorType->isNonEmptyString()->yes()) {
@@ -77,4 +81,19 @@ public function getTypeFromFunctionCall(
 		return new StringType();
 	}
 
+	private function inferConstantType(ConstantArrayType $arrayType, ConstantStringType $separatorType): ?Type
+	{
+		$valueTypes = $arrayType->getValueTypes();
+
+		$arrayValues = [];
+		foreach ($valueTypes as $valueType) {
+			if (!$valueType instanceof ConstantScalarType) {
+				return null;
+			}
+			$arrayValues[] = $valueType->getValue();
+		}
+
+		return new ConstantStringType(implode($separatorType->getValue(), $arrayValues));
+	}
+
 }
diff --git a/tests/PHPStan/Analyser/NodeScopeResolverTest.php b/tests/PHPStan/Analyser/NodeScopeResolverTest.php
index aaf6bc04b3..9f1ed697ec 100644
--- a/tests/PHPStan/Analyser/NodeScopeResolverTest.php
+++ b/tests/PHPStan/Analyser/NodeScopeResolverTest.php
@@ -14,6 +14,9 @@ class NodeScopeResolverTest extends TypeInferenceTestCase
 
 	public function dataFileAsserts(): iterable
 	{
+		require_once __DIR__ . '/data/implode.php';
+		yield from $this->gatherAssertTypes(__DIR__ . '/data/implode.php');
+
 		require_once __DIR__ . '/data/bug2574.php';
 
 		yield from $this->gatherAssertTypes(__DIR__ . '/data/bug2574.php');
diff --git a/tests/PHPStan/Analyser/data/bug-5219.php b/tests/PHPStan/Analyser/data/bug-5219.php
index cf7e4c0485..91ce62bb02 100644
--- a/tests/PHPStan/Analyser/data/bug-5219.php
+++ b/tests/PHPStan/Analyser/data/bug-5219.php
@@ -7,9 +7,9 @@
 class HelloWorld
 {
 
-	protected function foo(string $message): void
+	protected function foo(string $message, string $x): void
 	{
-		$header = sprintf('%s-%s', '', implode('-', ['x']));
+		$header = sprintf('%s-%s', '', implode('-', [$x]));
 
 		assertType('non-empty-string', $header);
 		assertType('non-empty-array<non-empty-string, string>', [$header => $message]);
diff --git a/tests/PHPStan/Analyser/data/implode.php b/tests/PHPStan/Analyser/data/implode.php
new file mode 100644
index 0000000000..b2e2b9aa7c
--- /dev/null
+++ b/tests/PHPStan/Analyser/data/implode.php
@@ -0,0 +1,24 @@
+<?php declare(strict_types = 1);
+
+namespace ImplodeFunctionReturn;
+
+use function PHPStan\Testing\assertType;
+
+class Foo
+{
+	const X = 'x';
+	const ONE = 1;
+
+	public function constants() {
+		assertType("'12345'", implode(['12', '345']));
+
+		assertType("'12345'", implode('', ['12', '345']));
+		assertType("'12345'", join('', ['12', '345']));
+
+		assertType("'12,345'", implode(',', ['12', '345']));
+		assertType("'12,345'", join(',', ['12', '345']));
+
+		assertType("'x,345'", join(',', [self::X, '345']));
+		assertType("'1,345'", join(',', [self::ONE, '345']));
+	}
+}
diff --git a/tests/PHPStan/Analyser/data/non-empty-string.php b/tests/PHPStan/Analyser/data/non-empty-string.php
index ce46249f18..03969d8cb9 100644
--- a/tests/PHPStan/Analyser/data/non-empty-string.php
+++ b/tests/PHPStan/Analyser/data/non-empty-string.php
@@ -206,10 +206,10 @@ public function doFoo4(string $s, array $nonEmptyArrayWithNonEmptyStrings): void
 		assertType('non-empty-string', implode($nonEmptyArrayWithNonEmptyStrings));
 	}
 
-	public function sayHello(): void
+	public function sayHello(int $i): void
 	{
 		// coming from issue #5291
-		$s = array(1, 2);
+		$s = array(1, $i);
 
 		assertType('non-empty-string', implode("a", $s));
 	}
@@ -227,10 +227,10 @@ public function nonE($glue, array $a)
 		assertType('non-empty-string', implode($glue, $a));
 	}
 
-	public function sayHello2(): void
+	public function sayHello2(int $i): void
 	{
 		// coming from issue #5291
-		$s = array(1, 2);
+		$s = array(1, $i);
 
 		assertType('non-empty-string', join("a", $s));
 	}