diff --git a/backends-clickhouse/pom.xml b/backends-clickhouse/pom.xml
index 4347deac1851..e43a9bcc1ed7 100644
--- a/backends-clickhouse/pom.xml
+++ b/backends-clickhouse/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>backends-clickhouse</artifactId>
diff --git a/backends-velox/pom.xml b/backends-velox/pom.xml
index 428bfce03cac..a78f0c2362a3 100644
--- a/backends-velox/pom.xml
+++ b/backends-velox/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>backends-velox</artifactId>
diff --git a/dev/info.sh b/dev/info.sh
index 9f8096becaed..adaef81bc091 100755
--- a/dev/info.sh
+++ b/dev/info.sh
@@ -14,7 +14,7 @@
 # limitations under the License.
 set -e
 
-version='1.6.0-SNAPSHOT'
+version='1.6.0'
 cb='```'
 
 if [ ! -x "$(command -v cmake)" ]; then
diff --git a/dev/release/bump-version.sh b/dev/release/bump-version.sh
index c7e552891125..559e7d5ea1fb 100755
--- a/dev/release/bump-version.sh
+++ b/dev/release/bump-version.sh
@@ -18,7 +18,7 @@
 set -euo pipefail
 
 usage() {
-  echo "Usage: $0 <new-version>  e.g., 1.6.0-SNAPSHOT"
+  echo "Usage: $0 <new-version>  e.g., 1.6.0"
   exit 1
 }
 
diff --git a/gluten-arrow/pom.xml b/gluten-arrow/pom.xml
index 4ffbd2ead34a..8412b71a5459 100644
--- a/gluten-arrow/pom.xml
+++ b/gluten-arrow/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-celeborn/pom.xml b/gluten-celeborn/pom.xml
index a5451029cfd4..0bda986e9c5b 100755
--- a/gluten-celeborn/pom.xml
+++ b/gluten-celeborn/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-core/pom.xml b/gluten-core/pom.xml
index 800b7fc21cf1..967c9be0a834 100644
--- a/gluten-core/pom.xml
+++ b/gluten-core/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>gluten-core</artifactId>
diff --git a/gluten-delta/pom.xml b/gluten-delta/pom.xml
index 7a8f3f09ebb5..491985641bd5 100755
--- a/gluten-delta/pom.xml
+++ b/gluten-delta/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-flink/docs/Flink.md b/gluten-flink/docs/Flink.md
index 0ac30debc4f9..d4201f7c7595 100644
--- a/gluten-flink/docs/Flink.md
+++ b/gluten-flink/docs/Flink.md
@@ -98,8 +98,8 @@ export FLINK_HOME=
 cd $FLINK_HOME
 mkdir -p gluten_lib
 ln -s $VELOX4J_HOME/target/velox4j-0.1.0-SNAPSHOT.jar $FLINK_HOME/gluten_lib/velox4j-0.1.0-SNAPSHOT.jar
-ln -s $GLUTEN_FLINK_HOME/runtime/target/gluten-flink-runtime-1.6.0-SNAPSHOT.jar $FLINK_HOME/gluten_lib/gluten-flink-runtime-1.6.0.jar
-ln -s $GLUTEN_FLINK_HOME/loader/target/gluten-flink-loader-1.6.0-SNAPSHOT.jar $FLINK_HOME/gluten_lib/gluten-flink-loader-1.6.0.jar
+ln -s $GLUTEN_FLINK_HOME/runtime/target/gluten-flink-runtime-1.6.0.jar $FLINK_HOME/gluten_lib/gluten-flink-runtime-1.6.0.jar
+ln -s $GLUTEN_FLINK_HOME/loader/target/gluten-flink-loader-1.6.0.jar $FLINK_HOME/gluten_lib/gluten-flink-loader-1.6.0.jar
 ```
 
 And make them loaded before flink libraries.
diff --git a/gluten-flink/loader/pom.xml b/gluten-flink/loader/pom.xml
index 8e8332160740..95bd74f32413 100644
--- a/gluten-flink/loader/pom.xml
+++ b/gluten-flink/loader/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-flink</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-flink/planner/pom.xml b/gluten-flink/planner/pom.xml
index 0176c85ae43c..93f9503e7160 100644
--- a/gluten-flink/planner/pom.xml
+++ b/gluten-flink/planner/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-flink</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-flink/pom.xml b/gluten-flink/pom.xml
index 78e192df4297..312793484fc0 100644
--- a/gluten-flink/pom.xml
+++ b/gluten-flink/pom.xml
@@ -17,7 +17,7 @@
 
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-flink</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <packaging>pom</packaging>
   <name>Gluten Flink</name>
 
diff --git a/gluten-flink/runtime/pom.xml b/gluten-flink/runtime/pom.xml
index 017bbf7736f6..bbf72595fbd0 100644
--- a/gluten-flink/runtime/pom.xml
+++ b/gluten-flink/runtime/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-flink</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-flink/ut/pom.xml b/gluten-flink/ut/pom.xml
index 915686961601..d3f73b85b13e 100644
--- a/gluten-flink/ut/pom.xml
+++ b/gluten-flink/ut/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-flink</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-hudi/pom.xml b/gluten-hudi/pom.xml
index 186791856ca3..5e1c6358e629 100755
--- a/gluten-hudi/pom.xml
+++ b/gluten-hudi/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-iceberg/pom.xml b/gluten-iceberg/pom.xml
index 1d98909eac50..b406ba9ee906 100644
--- a/gluten-iceberg/pom.xml
+++ b/gluten-iceberg/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-kafka/pom.xml b/gluten-kafka/pom.xml
index f240e9b4ba86..e97cedd437f1 100644
--- a/gluten-kafka/pom.xml
+++ b/gluten-kafka/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-paimon/pom.xml b/gluten-paimon/pom.xml
index b16e26804194..c2aa858e9c94 100644
--- a/gluten-paimon/pom.xml
+++ b/gluten-paimon/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ras/common/pom.xml b/gluten-ras/common/pom.xml
index 010b5b8ae062..43005f1c79c5 100644
--- a/gluten-ras/common/pom.xml
+++ b/gluten-ras/common/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ras</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
   <artifactId>gluten-ras-common</artifactId>
   <name>Gluten Ras Common</name>
diff --git a/gluten-ras/planner/pom.xml b/gluten-ras/planner/pom.xml
index 7c9b10b06126..61dcb2b13f92 100644
--- a/gluten-ras/planner/pom.xml
+++ b/gluten-ras/planner/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ras</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
   <artifactId>gluten-ras-planner</artifactId>
   <name>Gluten Ras Planner</name>
diff --git a/gluten-ras/pom.xml b/gluten-ras/pom.xml
index d5f7349d029a..564a2168e02f 100644
--- a/gluten-ras/pom.xml
+++ b/gluten-ras/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
   <artifactId>gluten-ras</artifactId>
   <packaging>pom</packaging>
diff --git a/gluten-substrait/pom.xml b/gluten-substrait/pom.xml
index 0b8d75ddfcc0..7b32ea0d7e8a 100644
--- a/gluten-substrait/pom.xml
+++ b/gluten-substrait/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>gluten-substrait</artifactId>
diff --git a/gluten-ui/pom.xml b/gluten-ui/pom.xml
index ede19c3a046c..18013aa6b2bf 100644
--- a/gluten-ui/pom.xml
+++ b/gluten-ui/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>gluten-ui</artifactId>
diff --git a/gluten-uniffle/pom.xml b/gluten-uniffle/pom.xml
index cbee60e4c47c..91d7e60d9244 100644
--- a/gluten-uniffle/pom.xml
+++ b/gluten-uniffle/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/common/pom.xml b/gluten-ut/common/pom.xml
index d08253fe3197..66fa819e8789 100644
--- a/gluten-ut/common/pom.xml
+++ b/gluten-ut/common/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/pom.xml b/gluten-ut/pom.xml
index 1fcd675f9e4e..bc6359c535bf 100644
--- a/gluten-ut/pom.xml
+++ b/gluten-ut/pom.xml
@@ -21,7 +21,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark32/pom.xml b/gluten-ut/spark32/pom.xml
index d13ae92e8163..7c48fc3237a2 100644
--- a/gluten-ut/spark32/pom.xml
+++ b/gluten-ut/spark32/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark33/pom.xml b/gluten-ut/spark33/pom.xml
index 0e1274c3fc63..cd9be3062c1f 100644
--- a/gluten-ut/spark33/pom.xml
+++ b/gluten-ut/spark33/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark34/pom.xml b/gluten-ut/spark34/pom.xml
index dc5c578290ef..76087103caa8 100644
--- a/gluten-ut/spark34/pom.xml
+++ b/gluten-ut/spark34/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark35/pom.xml b/gluten-ut/spark35/pom.xml
index 41fd483dd2a7..3d20a6dfb5d4 100644
--- a/gluten-ut/spark35/pom.xml
+++ b/gluten-ut/spark35/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark40/pom.xml b/gluten-ut/spark40/pom.xml
index 895f74abec4c..2614e5566108 100644
--- a/gluten-ut/spark40/pom.xml
+++ b/gluten-ut/spark40/pom.xml
@@ -4,7 +4,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark41/pom.xml b/gluten-ut/spark41/pom.xml
index 297602b2a234..21a6bb9602cc 100644
--- a/gluten-ut/spark41/pom.xml
+++ b/gluten-ut/spark41/pom.xml
@@ -4,7 +4,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/test/pom.xml b/gluten-ut/test/pom.xml
index 496f86bb366f..69494637e00c 100644
--- a/gluten-ut/test/pom.xml
+++ b/gluten-ut/test/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ut</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/package/pom.xml b/package/pom.xml
index dddc435b6bd6..2e84d3be9a8c 100644
--- a/package/pom.xml
+++ b/package/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/pom.xml b/pom.xml
index 695b7655be38..43ea0abd3ef4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -24,7 +24,7 @@
   </parent>
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-parent</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <packaging>pom</packaging>
 
   <name>Gluten Parent Pom</name>
diff --git a/shims/common/pom.xml b/shims/common/pom.xml
index cfbeff0ae237..d94ac6cdda75 100644
--- a/shims/common/pom.xml
+++ b/shims/common/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/pom.xml b/shims/pom.xml
index 2f6695584a99..19a97ddda635 100644
--- a/shims/pom.xml
+++ b/shims/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark33/pom.xml b/shims/spark33/pom.xml
index e18bcd64838d..aa35d76a7852 100644
--- a/shims/spark33/pom.xml
+++ b/shims/spark33/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark34/pom.xml b/shims/spark34/pom.xml
index aa437b271474..700cafd4a302 100644
--- a/shims/spark34/pom.xml
+++ b/shims/spark34/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark35/pom.xml b/shims/spark35/pom.xml
index a35958c43cf0..3838828b93c7 100644
--- a/shims/spark35/pom.xml
+++ b/shims/spark35/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark40/pom.xml b/shims/spark40/pom.xml
index c2433e8bdd21..b0935cc8a4d8 100644
--- a/shims/spark40/pom.xml
+++ b/shims/spark40/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark41/pom.xml b/shims/spark41/pom.xml
index 3d39f1a9322d..5dc17f51b50d 100644
--- a/shims/spark41/pom.xml
+++ b/shims/spark41/pom.xml
@@ -18,7 +18,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/tools/gluten-it/3rd/pom.xml b/tools/gluten-it/3rd/pom.xml
index 2f5d2e5fc3e8..1401dd45a2df 100644
--- a/tools/gluten-it/3rd/pom.xml
+++ b/tools/gluten-it/3rd/pom.xml
@@ -21,12 +21,12 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-it</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-it-3rd</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <packaging>jar</packaging>
 
   <dependencies>
diff --git a/tools/gluten-it/common/pom.xml b/tools/gluten-it/common/pom.xml
index dd8caa1b4ffd..a78d299233db 100644
--- a/tools/gluten-it/common/pom.xml
+++ b/tools/gluten-it/common/pom.xml
@@ -21,18 +21,18 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-it</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
 
   <artifactId>gluten-it-common</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <packaging>jar</packaging>
 
   <dependencies>
     <dependency>
       <groupId>org.apache.gluten</groupId>
       <artifactId>gluten-it-3rd</artifactId>
-      <version>1.6.0-SNAPSHOT</version>
+      <version>1.6.0</version>
       <scope>compile</scope>
       <exclusions>
         <exclusion>
diff --git a/tools/gluten-it/package/pom.xml b/tools/gluten-it/package/pom.xml
index 8336b7d19f75..5ec869aee22c 100644
--- a/tools/gluten-it/package/pom.xml
+++ b/tools/gluten-it/package/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-it</artifactId>
-    <version>1.6.0-SNAPSHOT</version>
+    <version>1.6.0</version>
   </parent>
   <artifactId>gluten-it-package</artifactId>
   <packaging>pom</packaging>
diff --git a/tools/gluten-it/pom.xml b/tools/gluten-it/pom.xml
index 033968755fee..01b002017feb 100644
--- a/tools/gluten-it/pom.xml
+++ b/tools/gluten-it/pom.xml
@@ -20,7 +20,7 @@
 
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-it</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <packaging>pom</packaging>
   <modules>
     <module>3rd</module>
@@ -40,7 +40,7 @@
     <delta.version>2.4.0</delta.version>
     <celeborn.version>0.6.1</celeborn.version>
     <uniffle.version>0.10.0</uniffle.version>
-    <gluten.version>1.6.0-SNAPSHOT</gluten.version>
+    <gluten.version>1.6.0</gluten.version>
     <tpch.version>1.1</tpch.version>
     <tpcds.version>1.4</tpcds.version>
 
diff --git a/tools/qualification-tool/pom.xml b/tools/qualification-tool/pom.xml
index 9b7b82a10bfa..cbe229d72f12 100644
--- a/tools/qualification-tool/pom.xml
+++ b/tools/qualification-tool/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.apache.gluten</groupId>
   <artifactId>qualification-tool</artifactId>
-  <version>1.6.0-SNAPSHOT</version>
+  <version>1.6.0</version>
   <name>Qualification Tool</name>
 
   <properties>
diff --git a/tools/workload/benchmark_velox/params.yaml.template b/tools/workload/benchmark_velox/params.yaml.template
index a5c9cd052f10..396b6336ecc4 100644
--- a/tools/workload/benchmark_velox/params.yaml.template
+++ b/tools/workload/benchmark_velox/params.yaml.template
@@ -2,7 +2,7 @@
 gluten_home: /home/sparkuser/gluten
 
 # Local path to gluten jar.
-gluten_target_jar: /home/sparkuser/gluten-velox-bundle-spark3.5_2.12-linux_amd64-1.6.0-SNAPSHOT.jar
+gluten_target_jar: /home/sparkuser/gluten-velox-bundle-spark3.5_2.12-linux_amd64-1.6.0.jar
 
 # Spark app master.
 master: yarn
diff --git a/tools/workload/benchmark_velox/tpc_workload.ipynb b/tools/workload/benchmark_velox/tpc_workload.ipynb
index f13724c6012a..d0dd54dedbb5 100644
--- a/tools/workload/benchmark_velox/tpc_workload.ipynb
+++ b/tools/workload/benchmark_velox/tpc_workload.ipynb
@@ -21,7 +21,7 @@
     "gluten_home='/home/sparkuser/gluten'\n",
     "\n",
     "# Local path to gluten jar.\n",
-    "gluten_target_jar='/home/sparkuser/gluten-velox-bundle-spark3.5_2.12-linux_amd64-1.6.0-SNAPSHOT.jar'\n",
+    "gluten_target_jar='/home/sparkuser/gluten-velox-bundle-spark3.5_2.12-linux_amd64-1.6.0.jar'\n",
     "\n",
     "# Spark app master. e.g. 'yarn'\n",
     "master='yarn'\n",