diff --git a/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala b/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
index 296153346ef8..a4728d7b8058 100644
--- a/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
+++ b/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
@@ -1431,7 +1431,7 @@ object GlutenConfig {
           "performance profits by default. Try exploring option `spark.gluten.ras.costModel` " +
           "for advanced usage.")
       .booleanConf
-      .createWithDefault(false)
+      .createWithDefault(true)
 
   val RAS_COST_MODEL =
     buildConf("spark.gluten.ras.costModel")