diff --git a/web/app/components/header/account-setting/model-provider-page/hooks.ts b/web/app/components/header/account-setting/model-provider-page/hooks.ts
index 7e80183e0c..1a7ed1e1f5 100644
--- a/web/app/components/header/account-setting/model-provider-page/hooks.ts
+++ b/web/app/components/header/account-setting/model-provider-page/hooks.ts
@@ -25,6 +25,7 @@ import { useEventEmitterContextContext } from '@/context/event-emitter'
 import { useLocale } from '@/context/i18n'
 import { useModalContextSelector } from '@/context/modal-context'
 import { useProviderContext } from '@/context/provider-context'
+import { consoleQuery } from '@/service/client'
 import {
   fetchDefaultModal,
   fetchModelList,
@@ -323,6 +324,7 @@ export const useMarketplaceAllPlugins = (providers: ModelProvider[], searchText:
 
 export const useRefreshModel = () => {
   const { eventEmitter } = useEventEmitterContextContext()
+  const queryClient = useQueryClient()
   const updateModelProviders = useUpdateModelProviders()
   const updateModelList = useUpdateModelList()
   const handleRefreshModel = useCallback((
@@ -330,6 +332,11 @@ export const useRefreshModel = () => {
     CustomConfigurationModelFixedFields?: CustomConfigurationModelFixedFields,
     refreshModelList?: boolean,
   ) => {
+    queryClient.invalidateQueries({
+      queryKey: consoleQuery.modelProviders.models.key(),
+      refetchType: 'none',
+    })
+
     updateModelProviders()
 
     provider.supported_model_types.forEach((type) => {
@@ -345,7 +352,7 @@ export const useRefreshModel = () => {
       if (CustomConfigurationModelFixedFields?.__model_type)
         updateModelList(CustomConfigurationModelFixedFields.__model_type)
     }
-  }, [eventEmitter, updateModelList, updateModelProviders])
+  }, [eventEmitter, queryClient, updateModelList, updateModelProviders])
 
   return {
     handleRefreshModel,
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.spec.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.spec.tsx
index 554efc93d2..28f6094ded 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.spec.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.spec.tsx
@@ -1,4 +1,5 @@
 import type { ModelProvider } from '../declarations'
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
 import { fireEvent, render, screen, waitFor } from '@testing-library/react'
 import { changeModelProviderPriority } from '@/service/common'
 import { ConfigurationMethodEnum } from '../declarations'
@@ -71,6 +72,21 @@ vi.mock('@/app/components/header/indicator', () => ({
   default: ({ color }: { color: string }) => <div data-testid="indicator">{color}</div>,
 }))
 
+const createTestQueryClient = () => new QueryClient({
+  defaultOptions: {
+    queries: { retry: false, gcTime: 0 },
+  },
+})
+
+const renderWithQueryClient = (provider: ModelProvider) => {
+  const queryClient = createTestQueryClient()
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <CredentialPanel provider={provider} />
+    </QueryClientProvider>,
+  )
+}
+
 describe('CredentialPanel', () => {
   const mockProvider: ModelProvider = {
     provider: 'test-provider',
@@ -94,7 +110,7 @@ describe('CredentialPanel', () => {
   })
 
   it('should show credential name and configuration actions', () => {
-    render(<CredentialPanel provider={mockProvider} />)
+    renderWithQueryClient(mockProvider)
 
     expect(screen.getByText('test-credential')).toBeInTheDocument()
     expect(screen.getByTestId('config-provider')).toBeInTheDocument()
@@ -103,7 +119,7 @@ describe('CredentialPanel', () => {
 
   it('should show unauthorized status label when credential is missing', () => {
     mockCredentialStatus.hasCredential = false
-    render(<CredentialPanel provider={mockProvider} />)
+    renderWithQueryClient(mockProvider)
 
     expect(screen.getByText(/modelProvider\.auth\.unAuthorized/)).toBeInTheDocument()
   })
@@ -111,7 +127,7 @@ describe('CredentialPanel', () => {
   it('should show removed credential label and priority tip for custom preference', () => {
     mockCredentialStatus.authorized = false
     mockCredentialStatus.authRemoved = true
-    render(<CredentialPanel provider={{ ...mockProvider, preferred_provider_type: 'custom' } as ModelProvider} />)
+    renderWithQueryClient({ ...mockProvider, preferred_provider_type: 'custom' } as ModelProvider)
 
     expect(screen.getByText(/modelProvider\.auth\.authRemoved/)).toBeInTheDocument()
     expect(screen.getByTestId('priority-use-tip')).toBeInTheDocument()
@@ -120,7 +136,7 @@ describe('CredentialPanel', () => {
   it('should change priority and refresh related data after success', async () => {
     const mockChangePriority = changeModelProviderPriority as ReturnType<typeof vi.fn>
     mockChangePriority.mockResolvedValue({ result: 'success' })
-    render(<CredentialPanel provider={mockProvider} />)
+    renderWithQueryClient(mockProvider)
 
     fireEvent.click(screen.getByTestId('priority-selector'))
 
@@ -138,7 +154,7 @@ describe('CredentialPanel', () => {
       ...mockProvider,
       provider_credential_schema: null,
     } as unknown as ModelProvider
-    render(<CredentialPanel provider={providerNoSchema} />)
+    renderWithQueryClient(providerNoSchema)
     expect(screen.getByTestId('priority-selector')).toBeInTheDocument()
     expect(screen.queryByTestId('config-provider')).not.toBeInTheDocument()
   })
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.tsx
index c46f9d56bd..ba7079ef88 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/credential-panel.tsx
@@ -1,6 +1,7 @@
 import type {
   ModelProvider,
 } from '../declarations'
+import { useQueryClient } from '@tanstack/react-query'
 import { useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
 import { useToastContext } from '@/app/components/base/toast'
@@ -9,6 +10,7 @@ import { useCredentialStatus } from '@/app/components/header/account-setting/mod
 import Indicator from '@/app/components/header/indicator'
 import { IS_CLOUD_EDITION } from '@/config'
 import { useEventEmitterContextContext } from '@/context/event-emitter'
+import { consoleQuery } from '@/service/client'
 import { changeModelProviderPriority } from '@/service/common'
 import { cn } from '@/utils/classnames'
 import {
@@ -34,6 +36,7 @@ const CredentialPanel = ({
   const { t } = useTranslation()
   const { notify } = useToastContext()
   const { eventEmitter } = useEventEmitterContextContext()
+  const queryClient = useQueryClient()
   const updateModelList = useUpdateModelList()
   const updateModelProviders = useUpdateModelProviders()
   const customConfig = provider.custom_configuration
@@ -60,6 +63,10 @@ const CredentialPanel = ({
     })
     if (res.result === 'success') {
       notify({ type: 'success', message: t('actionMsg.modifiedSuccessfully', { ns: 'common' }) })
+      queryClient.invalidateQueries({
+        queryKey: consoleQuery.modelProviders.models.key(),
+        refetchType: 'none',
+      })
       updateModelProviders()
 
       configurateMethods.forEach((method) => {
@@ -82,7 +89,7 @@ const CredentialPanel = ({
       return t('modelProvider.auth.authRemoved', { ns: 'common' })
 
     return ''
-  }, [authorized, authRemoved, current_credential_name, hasCredential])
+  }, [authorized, authRemoved, current_credential_name, hasCredential, t])
 
   const color = useMemo(() => {
     if (authRemoved || !hasCredential)
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.spec.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.spec.tsx
index 28b95c891c..586dd67d44 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.spec.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.spec.tsx
@@ -120,13 +120,13 @@ describe('ProviderAddedCard', () => {
     // Explicitly re-find and click to re-open
     fireEvent.click(screen.getByTestId('show-models-button'))
     expect(await screen.findByTestId('model-list')).toBeInTheDocument()
-    expect(mockFetchModelProviderModels).toHaveBeenCalledTimes(1) // Should not fetch again
+    expect(mockFetchModelProviderModels).toHaveBeenCalledTimes(2) // Re-open fetches again with default stale/gc behavior
 
     // Refresh list from ModelList
     const refreshBtn = screen.getByRole('button', { name: 'refresh list' })
     fireEvent.click(refreshBtn)
     await waitFor(() => {
-      expect(mockFetchModelProviderModels).toHaveBeenCalledTimes(2)
+      expect(mockFetchModelProviderModels).toHaveBeenCalledTimes(3)
     })
   })
 
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.tsx
index a715e75b05..553b91da1b 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/index.tsx
@@ -83,14 +83,14 @@ const ProviderAddedCard: FC<ProviderAddedCardProps> = ({
   const showCustomModelActions = supportsCustomizableModel && isCurrentWorkspaceManager
 
   const refreshModelList = useCallback((targetProviderName: string) => {
-    if (targetProviderName !== currentProviderName || loading)
+    if (targetProviderName !== currentProviderName)
       return
 
     if (collapsed)
       setCollapsed(false)
 
     refetchModelList().catch(() => {})
-  }, [collapsed, currentProviderName, loading, refetchModelList])
+  }, [collapsed, currentProviderName, refetchModelList])
 
   const handleOpenModelList = useCallback(() => {
     if (loading)
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
index 908d2f0e6c..a21ece2384 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
@@ -1,4 +1,5 @@
 import type { ModelItem, ModelProvider } from '../declarations'
+import { useQueryClient } from '@tanstack/react-query'
 import { useDebounceFn } from 'ahooks'
 import { memo, useCallback } from 'react'
 import { useTranslation } from 'react-i18next'
@@ -9,6 +10,7 @@ import Tooltip from '@/app/components/base/tooltip'
 import { Plan } from '@/app/components/billing/type'
 import { useAppContext } from '@/context/app-context'
 import { useProviderContext, useProviderContextSelector } from '@/context/provider-context'
+import { consoleQuery } from '@/service/client'
 import { disableModel, enableModel } from '@/service/common'
 import { cn } from '@/utils/classnames'
 import { ModelStatusEnum } from '../declarations'
@@ -30,6 +32,7 @@ const ModelListItem = ({ model, provider, isConfigurable, onChange, onModifyLoad
   const { plan } = useProviderContext()
   const modelLoadBalancingEnabled = useProviderContextSelector(state => state.modelLoadBalancingEnabled)
   const { isCurrentWorkspaceManager } = useAppContext()
+  const queryClient = useQueryClient()
   const updateModelList = useUpdateModelList()
 
   const toggleModelEnablingStatus = useCallback(async (enabled: boolean) => {
@@ -37,9 +40,14 @@ const ModelListItem = ({ model, provider, isConfigurable, onChange, onModifyLoad
       await enableModel(`/workspaces/current/model-providers/${provider.provider}/models/enable`, { model: model.model, model_type: model.model_type })
     else
       await disableModel(`/workspaces/current/model-providers/${provider.provider}/models/disable`, { model: model.model, model_type: model.model_type })
+
+    queryClient.invalidateQueries({
+      queryKey: consoleQuery.modelProviders.models.key(),
+      refetchType: 'none',
+    })
     updateModelList(model.model_type)
     onChange?.(provider.provider)
-  }, [model.model, model.model_type, onChange, provider.provider, updateModelList])
+  }, [model.model, model.model_type, onChange, provider.provider, queryClient, updateModelList])
 
   const { run: debouncedToggleModelEnablingStatus } = useDebounceFn(toggleModelEnablingStatus, { wait: 500 })