diff --git a/fe/fe-core/src/main/java/org/apache/doris/statistics/AnalysisManager.java b/fe/fe-core/src/main/java/org/apache/doris/statistics/AnalysisManager.java
index c72a25feedfa88..c20657e8c68583 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/statistics/AnalysisManager.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/statistics/AnalysisManager.java
@@ -811,7 +811,7 @@ public void execute(ThreadPoolExecutor executor) {
                 executor.submit(() -> {
                     try {
                         if (cancelled) {
-                            errorMessages.add("Query timeout or user cancelled."
+                            errorMessages.add("Query Timeout or user Cancelled."
                                     + "Could set analyze_timeout to a bigger value.");
                             return;
                         }
@@ -834,7 +834,7 @@ public void execute(ThreadPoolExecutor executor) {
             }
             if (!colNames.isEmpty()) {
                 if (cancelled) {
-                    throw new RuntimeException("Cancelled");
+                    throw new RuntimeException("User Cancelled or Timeout.");
                 }
                 throw new RuntimeException("Failed to analyze following columns:[" + String.join(",", colNames)
                         + "] Reasons: " + String.join(",", errorMessages));
diff --git a/fe/fe-core/src/main/java/org/apache/doris/statistics/ExternalAnalysisTask.java b/fe/fe-core/src/main/java/org/apache/doris/statistics/ExternalAnalysisTask.java
index 287941be526635..c054c7bc5b075e 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/statistics/ExternalAnalysisTask.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/statistics/ExternalAnalysisTask.java
@@ -56,6 +56,9 @@ public ExternalAnalysisTask(AnalysisInfo info) {
     }
 
     public void doExecute() throws Exception {
+        if (killed) {
+            return;
+        }
         if (isTableLevelTask) {
             getTableStats();
         } else {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/statistics/JdbcAnalysisTask.java b/fe/fe-core/src/main/java/org/apache/doris/statistics/JdbcAnalysisTask.java
index a318bd4594e5f6..4562d4336e8aee 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/statistics/JdbcAnalysisTask.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/statistics/JdbcAnalysisTask.java
@@ -60,6 +60,9 @@ public JdbcAnalysisTask(AnalysisInfo info) {
     }
 
     public void doExecute() throws Exception {
+        if (killed) {
+            return;
+        }
         if (isTableLevelTask) {
             getTableStats();
         } else {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/statistics/OlapAnalysisTask.java b/fe/fe-core/src/main/java/org/apache/doris/statistics/OlapAnalysisTask.java
index 35ecdc29358658..dffba735fe9dec 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/statistics/OlapAnalysisTask.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/statistics/OlapAnalysisTask.java
@@ -65,6 +65,9 @@ public OlapAnalysisTask(AnalysisInfo info) {
     }
 
     public void doExecute() throws Exception {
+        if (killed) {
+            return;
+        }
         List<Pair<String, String>> columnList = info.jobColumns;
         if (StatisticsUtil.isEmptyTable(tbl, info.analysisMethod) || columnList == null || columnList.isEmpty()) {
             StatsId statsId = new StatsId(concatColumnStatsId(), info.catalogId, info.dbId,
diff --git a/regression-test/suites/external_table_p2/hive/test_hive_statistic_timeout.groovy b/regression-test/suites/external_table_p2/hive/test_hive_statistic_timeout.groovy
index a3329f87712802..a52a230478851b 100644
--- a/regression-test/suites/external_table_p2/hive/test_hive_statistic_timeout.groovy
+++ b/regression-test/suites/external_table_p2/hive/test_hive_statistic_timeout.groovy
@@ -34,9 +34,10 @@ suite("test_hive_statistic_timeout", "p2,external,hive,external_remote,external_
         sql """use ${catalog_name}.tpch_1000_parquet"""
         sql """set global analyze_timeout=1"""
         try {
-            sql """analyze table part (p_partkey, p_container, p_type, p_retailprice) with sync with full;"""
-        } catch (Exception e) {
-            assertTrue(e.getMessage().contains("Cancelled"));
+            test {
+                sql """analyze table part (p_partkey, p_container, p_type, p_retailprice) with sync with full;"""
+                exception "Timeout"
+            }
         } finally {
             sql """set global analyze_timeout=43200"""
         }