diff --git a/homeassistant/components/collection_image/image.py b/homeassistant/components/collection_image/image.py
index daac907bb114..f3e0821b3893 100644
--- a/homeassistant/components/collection_image/image.py
+++ b/homeassistant/components/collection_image/image.py
@@ -53,6 +53,7 @@ class CollectionImageImageEntity(ImageEntity):
     """Implement the image entity for Collection Image."""
 
     path: Path | None
+    _current_image_id: str | None = None
 
     def __init__(
         self,
@@ -105,12 +106,23 @@ class CollectionImageImageEntity(ImageEntity):
             self.set_unavailable()
             return
 
+        # Don't allow random shuffle to return the same image we are currently viewing.
+        if self._current_image_id:
+            filtered_new = [
+                item
+                for item in filtered
+                if item.media_content_id != self._current_image_id
+            ]
+            if filtered_new:
+                filtered = filtered_new
+
         child = random.choice(filtered)
         self._attr_available = True
         await self.update_image(child.media_content_id)
 
     async def update_image(self, image_id: str) -> None:
         """Update the entity from the image_id."""
+
         self._cached_image = None
         try:
             resolved = await async_resolve_media(self.hass, image_id, self.entity_id)
@@ -122,6 +134,8 @@ class CollectionImageImageEntity(ImageEntity):
             self._attr_content_type = DEFAULT_CONTENT_TYPE
             self.async_write_ha_state()
             return
+        finally:
+            self._current_image_id = image_id
 
         if resolved.url:
             self.path = None
diff --git a/tests/components/collection_image/conftest.py b/tests/components/collection_image/conftest.py
index dbe3345628b0..4578cac2eef7 100644
--- a/tests/components/collection_image/conftest.py
+++ b/tests/components/collection_image/conftest.py
@@ -13,9 +13,13 @@ from homeassistant.core import HomeAssistant
 
 from .const import (
     MOCK_MEDIA_DIR_URI_1,
+    MOCK_MEDIA_DIR_URI_2,
     MOCK_MEDIA_DIR_URI_BROWSE_ERROR,
     MOCK_MEDIA_DIR_URI_EMPTY,
     MOCK_MEDIA_IMAGE_URI_1,
+    MOCK_MEDIA_IMAGE_URI_2,
+    MOCK_MEDIA_IMAGE_URI_3,
+    MOCK_MEDIA_IMAGE_URI_4,
     TEST_IMAGE,
 )
 from .helpers import directory, image
@@ -60,6 +64,11 @@ def config_entry() -> MockConfigEntry:
 @pytest.fixture
 def media_source_state() -> MediaSourceState:
     """Return default configurable responses for the media-source mock."""
+    generic_resolve = PlayMedia(
+        url="",
+        mime_type="image/png",
+        path=TEST_IMAGE,
+    )
     return MediaSourceState(
         browse_results={
             MOCK_MEDIA_DIR_URI_1: directory(
@@ -74,6 +83,12 @@ def media_source_state() -> MediaSourceState:
                 ),
                 image(MOCK_MEDIA_IMAGE_URI_1),
             ),
+            MOCK_MEDIA_DIR_URI_2: directory(
+                "Three pictures",
+                image(MOCK_MEDIA_IMAGE_URI_2),
+                image(MOCK_MEDIA_IMAGE_URI_3),
+                image(MOCK_MEDIA_IMAGE_URI_4),
+            ),
             MOCK_MEDIA_DIR_URI_EMPTY: directory("Empty folder"),
         },
         browse_exceptions={
@@ -82,11 +97,10 @@ def media_source_state() -> MediaSourceState:
             )
         },
         resolve_results={
-            MOCK_MEDIA_IMAGE_URI_1: PlayMedia(
-                url="",
-                mime_type="image/png",
-                path=TEST_IMAGE,
-            ),
+            MOCK_MEDIA_IMAGE_URI_1: generic_resolve,
+            MOCK_MEDIA_IMAGE_URI_2: generic_resolve,
+            MOCK_MEDIA_IMAGE_URI_3: generic_resolve,
+            MOCK_MEDIA_IMAGE_URI_4: generic_resolve,
         },
     )
 
diff --git a/tests/components/collection_image/const.py b/tests/components/collection_image/const.py
index ce14fac9e441..2bca302edf6b 100644
--- a/tests/components/collection_image/const.py
+++ b/tests/components/collection_image/const.py
@@ -3,10 +3,15 @@
 from pathlib import Path
 
 TEST_IMAGE = Path(__file__).parent / "test.png"
+TEST_IMAGE_2 = Path(__file__).parent / "test2.png"
 DEFAULT_ENTITY_ID = "image.random_image"
 
 MOCK_MEDIA_DIR_URI_1 = "media-source://mymedia"
+MOCK_MEDIA_DIR_URI_2 = "media-source://mymedia_multi"
 MOCK_MEDIA_DIR_URI_EMPTY = "media-source://mymedia_empty"
 MOCK_MEDIA_DIR_URI_BROWSE_ERROR = "media-source://mymedia_error"
 
 MOCK_MEDIA_IMAGE_URI_1 = "media-source://mymedia/photo"
+MOCK_MEDIA_IMAGE_URI_2 = "media-source://mymedia/photo2"
+MOCK_MEDIA_IMAGE_URI_3 = "media-source://mymedia/photo3"
+MOCK_MEDIA_IMAGE_URI_4 = "media-source://mymedia/photo4"
diff --git a/tests/components/collection_image/test2.png b/tests/components/collection_image/test2.png
new file mode 100644
index 000000000000..ae83ddc6c5cb
Binary files /dev/null and b/tests/components/collection_image/test2.png differ
diff --git a/tests/components/collection_image/test_image.py b/tests/components/collection_image/test_image.py
index 0a554a2700be..1bd470d93f86 100644
--- a/tests/components/collection_image/test_image.py
+++ b/tests/components/collection_image/test_image.py
@@ -22,10 +22,15 @@ from homeassistant.exceptions import HomeAssistantError
 from .conftest import MediaSourceMocks, MediaSourceState
 from .const import (
     DEFAULT_ENTITY_ID,
+    MOCK_MEDIA_DIR_URI_2,
     MOCK_MEDIA_DIR_URI_BROWSE_ERROR,
     MOCK_MEDIA_DIR_URI_EMPTY,
     MOCK_MEDIA_IMAGE_URI_1,
+    MOCK_MEDIA_IMAGE_URI_2,
+    MOCK_MEDIA_IMAGE_URI_3,
+    MOCK_MEDIA_IMAGE_URI_4,
     TEST_IMAGE,
+    TEST_IMAGE_2,
 )
 from .helpers import config_entry_from_uri
 
@@ -33,6 +38,7 @@ from tests.common import MockConfigEntry
 from tests.typing import ClientSessionGenerator
 
 TEST_TIME = "2025-11-08T12:00:00+00:00"
+TEST_TIME_NEXT = "2025-11-08T13:00:00+00:00"
 
 
 async def _verify_path_image(
@@ -284,3 +290,83 @@ async def test_image_file_read_error(
     client = await hass_client()
     resp = await client.get(f"/api/image_proxy/{DEFAULT_ENTITY_ID}")
     assert resp.status == HTTPStatus.INTERNAL_SERVER_ERROR
+
+
+@pytest.mark.usefixtures("mock_media_source")
+async def test_multi_shuffle(
+    hass: HomeAssistant,
+    hass_client: ClientSessionGenerator,
+    media_source_state: MediaSourceState,
+) -> None:
+    """Check that shuffling random image does not return the same image."""
+    media_source_state.resolve_results[MOCK_MEDIA_IMAGE_URI_4] = PlayMedia(
+        url="",
+        mime_type="image/png",
+        path=TEST_IMAGE_2,
+    )
+
+    config_entry = config_entry_from_uri(MOCK_MEDIA_DIR_URI_2)
+    with (
+        freeze_time(TEST_TIME),
+        patch(
+            "homeassistant.components.collection_image.image.random.choice",
+            return_value=media_source_state.browse_results[
+                MOCK_MEDIA_DIR_URI_2
+            ].children[1],
+        ) as mock_choice,
+    ):
+        config_entry.add_to_hass(hass)
+        assert await hass.config_entries.async_setup(config_entry.entry_id)
+        await hass.async_block_till_done()
+
+    assert [image.media_content_id for image in mock_choice.call_args.args[0]] == [
+        MOCK_MEDIA_IMAGE_URI_2,
+        MOCK_MEDIA_IMAGE_URI_3,
+        MOCK_MEDIA_IMAGE_URI_4,
+    ]
+
+    state = hass.states.get(DEFAULT_ENTITY_ID)
+
+    assert state and state.state == TEST_TIME
+
+    client = await hass_client()
+
+    resp = await client.get(f"/api/image_proxy/{DEFAULT_ENTITY_ID}")
+    assert resp.status == HTTPStatus.OK
+    assert resp.content_type == "image/png"
+    expected_data = await hass.async_add_executor_job(TEST_IMAGE.read_bytes)
+    body = await resp.read()
+    assert body == expected_data
+
+    with (
+        freeze_time(TEST_TIME_NEXT),
+        patch(
+            "homeassistant.components.collection_image.image.random.choice",
+            return_value=media_source_state.browse_results[
+                MOCK_MEDIA_DIR_URI_2
+            ].children[2],
+        ) as mock_choice,
+    ):
+        await hass.services.async_call(
+            DOMAIN,
+            "shuffle",
+            {ATTR_ENTITY_ID: DEFAULT_ENTITY_ID},
+            blocking=True,
+        )
+
+    # On the second call, URI_3 will not be included as it is the current image.
+    assert [image.media_content_id for image in mock_choice.call_args.args[0]] == [
+        MOCK_MEDIA_IMAGE_URI_2,
+        MOCK_MEDIA_IMAGE_URI_4,
+    ]
+
+    state = hass.states.get(DEFAULT_ENTITY_ID)
+
+    assert state and state.state == TEST_TIME_NEXT
+
+    resp = await client.get(f"/api/image_proxy/{DEFAULT_ENTITY_ID}")
+    assert resp.status == HTTPStatus.OK
+    assert resp.content_type == "image/png"
+    expected_data = await hass.async_add_executor_job(TEST_IMAGE_2.read_bytes)
+    body = await resp.read()
+    assert body == expected_data