diff --git a/packages/web/projects/vgpu/views/card/admin/index.vue b/packages/web/projects/vgpu/views/card/admin/index.vue
index a8bc6a4..d878136 100644
--- a/packages/web/projects/vgpu/views/card/admin/index.vue
+++ b/packages/web/projects/vgpu/views/card/admin/index.vue
@@ -24,7 +24,7 @@
             clearable
             :placeholder="$t('card.allCardTypes')"
             :options="cardTypeOptions"
-            @change="applyFilters"
+            @change="onTypeChange"
           />
           <t-select
             v-model="filters.nodeName"
@@ -104,12 +104,18 @@ const filters = reactive({
   nodeName: props.filters?.nodeName,
   type: props.filters?.type ?? parseTypeFromQuery(route.query.type),
 });
-const rawNodeNames = ref([]);
+const rawNodes = ref([]);
 const rawCardTypes = ref([]);
-const nodeOptions = computed(() => [
-  { label: t('card.allNodes'), value: undefined },
-  ...rawNodeNames.value.map((name) => ({ label: name, value: name })),
-]);
+const nodeOptions = computed(() => {
+  // When a card type is selected, only offer nodes that actually carry that type.
+  const nodes = filters.type
+    ? rawNodes.value.filter((node) => node.types.includes(filters.type))
+    : rawNodes.value;
+  return [
+    { label: t('card.allNodes'), value: undefined },
+    ...nodes.map((node) => ({ label: node.name, value: node.name })),
+  ];
+});
 const cardTypeOptions = computed(() => [
   { label: t('card.allCardTypes'), value: undefined },
   ...rawCardTypes.value.map((type) => ({ label: type, value: type })),
@@ -121,18 +127,37 @@ const fetchFilterOptions = async () => {
       request(nodeApi.getNodeList({ filters: {} })),
       request(cardApi.getCardType()),
     ]);
-    rawNodeNames.value = nodeList
-      .map((item) => item?.name)
-      .filter(Boolean);
+    rawNodes.value = nodeList
+      .filter((item) => item?.name)
+      .map((item) => ({ name: item.name, types: Array.isArray(item.type) ? item.type : [] }));
     rawCardTypes.value = typeList
       .map((item) => item?.type)
       .filter(Boolean);
   } catch {
-    rawNodeNames.value = [];
+    rawNodes.value = [];
     rawCardTypes.value = [];
   }
 };
 
+// When the selected type no longer includes the chosen node, drop the node so
+// the table isn't filtered by an out-of-scope node. Call synchronously before
+// applyFilters at every type-mutation site to avoid querying with a stale node.
+const pruneNodeScopeByType = () => {
+  if (!filters.type || !filters.nodeName) {
+    return;
+  }
+  const node = rawNodes.value.find((item) => item.name === filters.nodeName);
+  if (!node || !node.types.includes(filters.type)) {
+    filters.nodeName = undefined;
+    hasManualNodeScope.value = true;
+  }
+};
+
+const onTypeChange = () => {
+  pruneNodeScopeByType();
+  applyFilters();
+};
+
 const handleClick = (params) => {
   router.push({
     path: `/admin/vgpu/card/admin/${params.data.name}`,
@@ -336,6 +361,7 @@ const handlePieClick = (params, echarts) => {
     dataIndex: params.dataIndex,
   });
   filters.type = name;
+  pruneNodeScopeByType();
   applyFilters();
 };
 
@@ -400,6 +426,7 @@ watch(
     const next = parseTypeFromQuery(value);
     if (filters.type === next) return;
     filters.type = next;
+    pruneNodeScopeByType();
     applyFilters();
   },
 );
diff --git a/packages/web/projects/vgpu/views/task/admin/index.vue b/packages/web/projects/vgpu/views/task/admin/index.vue
index 153505e..38007f3 100644
--- a/packages/web/projects/vgpu/views/task/admin/index.vue
+++ b/packages/web/projects/vgpu/views/task/admin/index.vue
@@ -27,6 +27,13 @@
             :options="statusOptions"
             @change="applyFilters"
           />
+          <t-select
+            v-model="filters.deviceId"
+            clearable
+            :placeholder="$t('task.allCards')"
+            :options="cardOptions"
+            @change="applyFilters"
+          />
           <t-input
             v-model="filters.name"
             clearable
@@ -74,6 +81,7 @@
 <script setup lang="jsx">
 import taskApi from '~/vgpu/api/task';
 import nodeApi from '~/vgpu/api/node';
+import cardApi from '~/vgpu/api/card';
 import Toolbar from '@/components/TablePlus/Toolbar.vue';
 import TablePagination from '@/components/TablePlus/Pagination.vue';
 import { roundToDecimal, timeParse } from '@/utils';
@@ -95,12 +103,24 @@ const filters = reactive({
   name: props.filters?.name || '',
   nodeName: props.filters?.nodeName,
   status: props.filters?.status,
+  deviceId: props.filters?.deviceId,
 });
 const rawNodeNames = ref([]);
+const rawCards = ref([]);
 const nodeOptions = computed(() => [
   { label: t('task.allNodes'), value: undefined },
   ...rawNodeNames.value.map((name) => ({ label: name, value: name })),
 ]);
+const cardOptions = computed(() => {
+  // When a node is selected, only offer the cards that live on that node.
+  const cards = filters.nodeName
+    ? rawCards.value.filter((card) => card.nodeName === filters.nodeName)
+    : rawCards.value;
+  return [
+    { label: t('task.allCards'), value: undefined },
+    ...cards.map((card) => ({ label: card.uuid, value: card.uuid })),
+  ];
+});
 const statusOptions = computed(() => [
   { label: t('task.allStatus'), value: undefined },
   { label: t('task.statusCompleted'), value: 'closed' },
@@ -119,12 +139,19 @@ const state = reactive({
 
 const fetchFilterOptions = async () => {
   try {
-    const { list: nodeList = [] } = await request(nodeApi.getNodeList({ filters: {} }));
+    const [{ list: nodeList = [] }, { list: cardList = [] }] = await Promise.all([
+      request(nodeApi.getNodeList({ filters: {} })),
+      request(cardApi.getCardList({ filters: {} })),
+    ]);
     rawNodeNames.value = nodeList
       .map((item) => item?.name)
       .filter(Boolean);
+    rawCards.value = cardList
+      .filter((item) => item?.uuid)
+      .map((item) => ({ uuid: item.uuid, nodeName: item.nodeName }));
   } catch {
     rawNodeNames.value = [];
+    rawCards.value = [];
   }
 };
 
@@ -251,6 +278,7 @@ const fetchTableData = async () => {
         ...(nodeName ? { nodeName } : {}),
         ...(nodeUid ? { nodeUid } : {}),
         ...(filters.status ? { status: filters.status } : {}),
+        ...(filters.deviceId ? { deviceId: filters.deviceId } : {}),
       },
     };
     const { items = [] } = await taskApi.getTaskListReq(payload);
@@ -266,6 +294,17 @@ const { getTrimValue, applyFilters, refreshTable } = useTableFilters({
 });
 const onNodeNameChange = () => {
   hasManualNodeScope.value = true;
+  // The card dropdown is scoped to the selected node; drop a previously chosen
+  // card if it doesn't belong to that node so the table isn't filtered by an
+  // out-of-scope device.
+  if (filters.nodeName && filters.deviceId) {
+    const stillValid = rawCards.value.some(
+      (card) => card.nodeName === filters.nodeName && card.uuid === filters.deviceId,
+    );
+    if (!stillValid) {
+      filters.deviceId = undefined;
+    }
+  }
   applyFilters();
 };
 
@@ -279,12 +318,14 @@ watch(
     props.filters?.nodeName,
     props.filters?.nodeUid,
     props.filters?.status,
+    props.filters?.deviceId,
   ],
   () => {
     hasManualNodeScope.value = false;
     filters.name = props.filters?.name || '';
     filters.nodeName = props.filters?.nodeName;
     filters.status = props.filters?.status;
+    filters.deviceId = props.filters?.deviceId;
     applyFilters();
   },
   { immediate: true },