diff --git a/apps/website/src/utils/cloudNodes.test.ts b/apps/website/src/utils/cloudNodes.test.ts
index 9b96cc3dd9..01028cbe51 100644
--- a/apps/website/src/utils/cloudNodes.test.ts
+++ b/apps/website/src/utils/cloudNodes.test.ts
@@ -345,6 +345,53 @@ describe('fetchCloudNodesForBuild', () => {
     )
   })
 
+  it('queries every raw-id alias when packs collide on the same slug and picks the first hit', async () => {
+    fetchRegistryPacksMock.mockResolvedValue(
+      new Map<string, unknown>([
+        ['ComfyUI-QwenVL', null],
+        [
+          'ComfyUI_QwenVL',
+          {
+            id: 'ComfyUI_QwenVL',
+            name: 'ComfyUI QwenVL',
+            repository: 'https://github.com/example/ComfyUI_QwenVL'
+          }
+        ]
+      ])
+    )
+
+    const fetchImpl = vi.fn(async () =>
+      response({
+        QwenDash: validNode({
+          name: 'QwenDash',
+          python_module: 'custom_nodes.ComfyUI-QwenVL.nodes'
+        }),
+        QwenUnder: validNode({
+          name: 'QwenUnder',
+          python_module: 'custom_nodes.ComfyUI_QwenVL.nodes'
+        })
+      })
+    )
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(outcome.status).toBe('fresh')
+    if (outcome.status !== 'fresh') return
+    expect(outcome.snapshot.packs).toHaveLength(1)
+    expect(outcome.snapshot.packs[0]?.id).toBe('comfyui-qwenvl')
+    expect(outcome.snapshot.packs[0]?.registryId).toBe('ComfyUI_QwenVL')
+    expect(outcome.snapshot.packs[0]?.repoUrl).toBe(
+      'https://github.com/example/ComfyUI_QwenVL'
+    )
+    expect(fetchRegistryPacksMock).toHaveBeenCalledWith(
+      ['ComfyUI-QwenVL', 'ComfyUI_QwenVL'],
+      expect.anything()
+    )
+  })
+
   it('normalizes pack ids when reading a fallback snapshot', async () => {
     const snapshotUrl = withSnapshotDir({
       fetchedAt: '2026-04-01T00:00:00.000Z',
diff --git a/apps/website/src/utils/cloudNodes.ts b/apps/website/src/utils/cloudNodes.ts
index 2947c2ae8d..2d059c4224 100644
--- a/apps/website/src/utils/cloudNodes.ts
+++ b/apps/website/src/utils/cloudNodes.ts
@@ -238,12 +238,12 @@ async function parseCloudNodes(
   )
   const grouped = groupNodesByPack(sanitizedDefs)
 
+  const allAliases = grouped.flatMap((pack) => pack.rawIds)
   let registryMap = new Map<string, RegistryPack | null>()
   try {
-    registryMap = await fetchRegistryPacks(
-      grouped.map((pack) => pack.rawId),
-      { fetchImpl: options.fetchImpl }
-    )
+    registryMap = await fetchRegistryPacks(allAliases, {
+      fetchImpl: options.fetchImpl
+    })
   } catch {
     registryMap = new Map()
   }
@@ -253,13 +253,24 @@ async function parseCloudNodes(
       pack.id,
       pack.displayName,
       pack.nodes,
-      registryMap.get(pack.rawId)
+      pickRegistryPack(registryMap, pack.rawIds)
     )
   )
 
   return { kind: 'ok', packs, droppedNodes }
 }
 
+function pickRegistryPack(
+  registryMap: Map<string, RegistryPack | null>,
+  aliases: readonly string[]
+): RegistryPack | null | undefined {
+  for (const alias of aliases) {
+    const hit = registryMap.get(alias)
+    if (hit) return hit
+  }
+  return registryMap.get(aliases[0])
+}
+
 function safeExternalUrl(value: string | undefined): string | undefined {
   if (!value) return undefined
   try {
diff --git a/packages/object-info-parser/src/__tests__/groupNodesByPack.test.ts b/packages/object-info-parser/src/__tests__/groupNodesByPack.test.ts
index fcf2b678b8..ac977f13a1 100644
--- a/packages/object-info-parser/src/__tests__/groupNodesByPack.test.ts
+++ b/packages/object-info-parser/src/__tests__/groupNodesByPack.test.ts
@@ -92,6 +92,17 @@ describe('groupNodesByPack', () => {
       'QwenA',
       'QwenB'
     ])
+    expect(grouped[0].rawIds).toEqual(['ComfyUI-QwenVL', 'ComfyUI_QwenVL'])
+  })
+
+  it('does not record duplicate aliases when the same raw id appears twice', () => {
+    const grouped = groupNodesByPack({
+      QwenA: makeNodeDef('QwenA', 'custom_nodes.ComfyUI-QwenVL.nodes'),
+      QwenB: makeNodeDef('QwenB', 'custom_nodes.ComfyUI-QwenVL.nodes')
+    })
+
+    expect(grouped).toHaveLength(1)
+    expect(grouped[0].rawIds).toEqual(['ComfyUI-QwenVL'])
   })
 
   it('strips version suffix before slugifying', () => {
diff --git a/packages/object-info-parser/src/helpers/groupNodesByPack.ts b/packages/object-info-parser/src/helpers/groupNodesByPack.ts
index fbee637755..b9073060a9 100644
--- a/packages/object-info-parser/src/helpers/groupNodesByPack.ts
+++ b/packages/object-info-parser/src/helpers/groupNodesByPack.ts
@@ -10,6 +10,7 @@ export interface PackedNode {
 export interface NodePack {
   id: string
   rawId: string
+  rawIds: string[]
   displayName: string
   nodes: PackedNode[]
 }
@@ -40,12 +41,16 @@ export function groupNodesByPack(
 
     if (existing) {
       existing.nodes.push(node)
+      if (!existing.rawIds.includes(rawId)) {
+        existing.rawIds.push(rawId)
+      }
       continue
     }
 
     byPackId.set(slug, {
       id: slug,
       rawId,
+      rawIds: [rawId],
       displayName: source.displayText,
       nodes: [node]
     })