diff --git a/bootstrap/sql/migrations/native/1.5.7/mysql/postDataMigrationSQLScript.sql b/bootstrap/sql/migrations/native/1.5.7/mysql/postDataMigrationSQLScript.sql
index 0aaa75e3876..c56233b9e77 100644
--- a/bootstrap/sql/migrations/native/1.5.7/mysql/postDataMigrationSQLScript.sql
+++ b/bootstrap/sql/migrations/native/1.5.7/mysql/postDataMigrationSQLScript.sql
@@ -14,4 +14,5 @@ SET json = JSON_MERGE_PRESERVE(
             )
         )
     )
-WHERE name = 'tableDiff';
+WHERE name = 'tableDiff'
+AND NOT JSON_CONTAINS(json->>'$.parameterDefinition', JSON_OBJECT('name', 'caseSensitiveColumns'));
diff --git a/bootstrap/sql/migrations/native/1.5.7/postgres/postDataMigrationSQLScript.sql b/bootstrap/sql/migrations/native/1.5.7/postgres/postDataMigrationSQLScript.sql
index 32afd14731f..ce58d3d3160 100644
--- a/bootstrap/sql/migrations/native/1.5.7/postgres/postDataMigrationSQLScript.sql
+++ b/bootstrap/sql/migrations/native/1.5.7/postgres/postDataMigrationSQLScript.sql
@@ -5,4 +5,9 @@ SET json = jsonb_set(
         (json->'parameterDefinition')::jsonb || 
         '{"name": "caseSensitiveColumns", "dataType": "BOOLEAN", "required": false, "description": "Use case sensitivity when comparing the columns.", "displayName": "Case sensitive columns"}'::jsonb
     )
-WHERE name = 'tableDiff';
+WHERE name = 'tableDiff'
+AND NOT EXISTS (
+    SELECT 1
+    FROM jsonb_array_elements(json#>'{parameterDefinition}') AS elem
+    WHERE elem->>'name' = 'caseSensitiveColumns'
+);
diff --git a/openmetadata-service/src/main/java/org/openmetadata/service/migration/utils/v157/MigrationUtil.java b/openmetadata-service/src/main/java/org/openmetadata/service/migration/utils/v157/MigrationUtil.java
index 1beaacce423..e251afe5f92 100644
--- a/openmetadata-service/src/main/java/org/openmetadata/service/migration/utils/v157/MigrationUtil.java
+++ b/openmetadata-service/src/main/java/org/openmetadata/service/migration/utils/v157/MigrationUtil.java
@@ -37,9 +37,14 @@ public class MigrationUtil {
         TestDefinition td = getTestDefinition(daoCollection, testCase);
         if (Objects.nonNull(td) && Objects.equals(td.getName(), TABLE_DIFF)) {
           LOG.debug("Adding caseSensitiveColumns=true table diff test case: {}", testCase.getId());
-          testCase
-              .getParameterValues()
-              .add(new TestCaseParameterValue().withName("caseSensitiveColumns").withValue("true"));
+          if (!hasCaseSensitiveColumnsParam(testCase.getParameterValues())) {
+            testCase
+                .getParameterValues()
+                .add(
+                    new TestCaseParameterValue()
+                        .withName("caseSensitiveColumns")
+                        .withValue("true"));
+          }
           daoCollection.testCaseDAO().update(testCase);
         }
       }
@@ -60,4 +65,10 @@ public class MigrationUtil {
     }
     return dao.testDefinitionDAO().findEntityById(records.get(0).getId());
   }
+
+  private static boolean hasCaseSensitiveColumnsParam(
+      List<TestCaseParameterValue> parameterValues) {
+    return parameterValues.stream()
+        .anyMatch(paramValue -> paramValue.getName().equals("caseSensitiveColumns"));
+  }
 }