diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/expression/CHExpressionTransformer.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/expression/CHExpressionTransformer.scala
index ab9fdd29f6aa..762160110f53 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/expression/CHExpressionTransformer.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/expression/CHExpressionTransformer.scala
@@ -125,12 +125,6 @@ case class CHStringTranslateTransformer(
       throw new GlutenNotSupportException(s"$original not supported yet.")
     }
 
-    val matchingLiteral = matchingNode.asInstanceOf[StringLiteralNode].getValue
-    val replaceLiteral = replaceNode.asInstanceOf[StringLiteralNode].getValue
-    if (matchingLiteral.length() != replaceLiteral.length()) {
-      throw new GlutenNotSupportException(s"$original not supported yet.")
-    }
-
     super.doTransform(args)
   }
 }
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/compatibility/GlutenClickhouseFunctionSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/compatibility/GlutenClickhouseFunctionSuite.scala
index 2437ffd03550..8f2658ef8f24 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/compatibility/GlutenClickhouseFunctionSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/compatibility/GlutenClickhouseFunctionSuite.scala
@@ -415,4 +415,18 @@ class GlutenClickhouseFunctionSuite extends GlutenClickHouseTPCHAbstractSuite {
     }
   }
 
+  test("GLUTEN-7755: translate support args with unequal length") {
+    withTable("test_7755") {
+      sql("create table if not exists test_7755 (id string) using parquet")
+      sql("insert into test_7755 values('aAbBcC')")
+      compareResultsAgainstVanillaSpark(
+        """
+          |select translate(id, 'abc', '12') from test_7755
+        """.stripMargin,
+        true,
+        { _ => }
+      )
+    }
+  }
+
 }