diff --git a/docs/layouts/shortcodes/generated/core_configuration.html b/docs/layouts/shortcodes/generated/core_configuration.html
index fc5c04477bc1..3a554731f26a 100644
--- a/docs/layouts/shortcodes/generated/core_configuration.html
+++ b/docs/layouts/shortcodes/generated/core_configuration.html
@@ -1012,7 +1012,7 @@
             <td><h5>tag.period-formatter</h5></td>
             <td style="word-wrap: break-word;">with_dashes</td>
             <td><p>Enum</p></td>
-            <td>The date format for tag periods.<br /><br />Possible values:<ul><li>"with_dashes": Dates and hours with dashes, e.g., 'yyyy-MM-dd HH'</li><li>"without_dashes": Dates and hours without dashes, e.g., 'yyyyMMdd HH'</li></ul></td>
+            <td>The date format for tag periods.<br /><br />Possible values:<ul><li>"with_dashes": Dates and hours with dashes, e.g., 'yyyy-MM-dd HH'</li><li>"without_dashes": Dates and hours without dashes, e.g., 'yyyyMMdd HH'</li><li>"without_dashes_and_spaces": Dates and hours without dashes and spaces, e.g., 'yyyyMMddHH'</li></ul></td>
         </tr>
         <tr>
             <td><h5>target-file-size</h5></td>
diff --git a/paimon-common/src/main/java/org/apache/paimon/CoreOptions.java b/paimon-common/src/main/java/org/apache/paimon/CoreOptions.java
index 4aabb8b4d98e..c35e89e82ba7 100644
--- a/paimon-common/src/main/java/org/apache/paimon/CoreOptions.java
+++ b/paimon-common/src/main/java/org/apache/paimon/CoreOptions.java
@@ -2999,7 +2999,10 @@ public InlineElement getDescription() {
     /** The period format options for tag creation. */
     public enum TagPeriodFormatter implements DescribedEnum {
         WITH_DASHES("with_dashes", "Dates and hours with dashes, e.g., 'yyyy-MM-dd HH'"),
-        WITHOUT_DASHES("without_dashes", "Dates and hours without dashes, e.g., 'yyyyMMdd HH'");
+        WITHOUT_DASHES("without_dashes", "Dates and hours without dashes, e.g., 'yyyyMMdd HH'"),
+        WITHOUT_DASHES_AND_SPACES(
+                "without_dashes_and_spaces",
+                "Dates and hours without dashes and spaces, e.g., 'yyyyMMddHH'");
 
         private final String value;
         private final String description;
diff --git a/paimon-core/src/main/java/org/apache/paimon/tag/TagPeriodHandler.java b/paimon-core/src/main/java/org/apache/paimon/tag/TagPeriodHandler.java
index 31e1bd2e283f..2d0df61b6aaf 100644
--- a/paimon-core/src/main/java/org/apache/paimon/tag/TagPeriodHandler.java
+++ b/paimon-core/src/main/java/org/apache/paimon/tag/TagPeriodHandler.java
@@ -61,6 +61,15 @@ public interface TagPeriodHandler {
                     .toFormatter()
                     .withResolverStyle(ResolverStyle.LENIENT);
 
+    DateTimeFormatter HOUR_FORMATTER_WITHOUT_DASHES_AND_SPACES =
+            new DateTimeFormatterBuilder()
+                    .appendValue(YEAR, 1, 10, SignStyle.NORMAL)
+                    .appendValue(MONTH_OF_YEAR, 2, 2, SignStyle.NORMAL)
+                    .appendValue(DAY_OF_MONTH, 2, 2, SignStyle.NORMAL)
+                    .appendValue(HOUR_OF_DAY, 2, 2, SignStyle.NORMAL)
+                    .toFormatter()
+                    .withResolverStyle(ResolverStyle.LENIENT);
+
     DateTimeFormatter MINUTE_FORMATTER =
             new DateTimeFormatterBuilder()
                     .appendValue(YEAR, 1, 10, SignStyle.NORMAL)
@@ -179,6 +188,8 @@ protected DateTimeFormatter formatter() {
                     return HOUR_FORMATTER;
                 case WITHOUT_DASHES:
                     return HOUR_FORMATTER_WITHOUT_DASHES;
+                case WITHOUT_DASHES_AND_SPACES:
+                    return HOUR_FORMATTER_WITHOUT_DASHES_AND_SPACES;
                 default:
                     throw new IllegalArgumentException("Unsupported date format type");
             }
@@ -207,6 +218,7 @@ protected DateTimeFormatter formatter() {
                 case WITH_DASHES:
                     return DAY_FORMATTER;
                 case WITHOUT_DASHES:
+                case WITHOUT_DASHES_AND_SPACES:
                     return DAY_FORMATTER_WITHOUT_DASHES;
                 default:
                     throw new IllegalArgumentException("Unsupported date format type");
diff --git a/paimon-core/src/test/java/org/apache/paimon/tag/TagAutoManagerTest.java b/paimon-core/src/test/java/org/apache/paimon/tag/TagAutoManagerTest.java
index 4dfa802f8122..407e42d5affa 100644
--- a/paimon-core/src/test/java/org/apache/paimon/tag/TagAutoManagerTest.java
+++ b/paimon-core/src/test/java/org/apache/paimon/tag/TagAutoManagerTest.java
@@ -291,6 +291,23 @@ public void testTagHourlyPeriodFormatter() {
         assertThat(tagManager.allTagNames()).contains("20230718 11", "20230718 12");
     }
 
+    @Test
+    public void testTagHourlyPeriodFormatterWithoutDashesAndSpaces() {
+        Options options = new Options();
+        options.set(TAG_AUTOMATIC_CREATION, TagCreationMode.WATERMARK);
+        options.set(TAG_CREATION_PERIOD, TagCreationPeriod.HOURLY);
+        options.set(TAG_PERIOD_FORMATTER, TagPeriodFormatter.WITHOUT_DASHES_AND_SPACES);
+        FileStoreTable table = this.table.copy(options.toMap());
+        TableCommitImpl commit = table.newCommit(commitUser).ignoreEmptyCommit(false);
+        TagManager tagManager = table.store().newTagManager();
+
+        commit.commit(new ManifestCommittable(0, utcMills("2023-07-18T12:12:00")));
+        assertThat(tagManager.allTagNames()).containsOnly("2023071811");
+
+        commit.commit(new ManifestCommittable(1, utcMills("2023-07-18T13:13:00")));
+        assertThat(tagManager.allTagNames()).contains("2023071811", "2023071812");
+    }
+
     @Test
     public void testOnlyExpireAutoCreatedTag() {
         Options options = new Options();