diff --git a/frontend/src/api/admin/accounts.ts b/frontend/src/api/admin/accounts.ts
index 6df93498..0dec4da5 100644
--- a/frontend/src/api/admin/accounts.ts
+++ b/frontend/src/api/admin/accounts.ts
@@ -398,6 +398,26 @@ export async function getAntigravityDefaultModelMapping(): Promise<Record<string
   return data
 }
 
+/**
+ * Refresh OpenAI token using refresh token
+ * @param refreshToken - The refresh token
+ * @param proxyId - Optional proxy ID
+ * @returns Token information including access_token, email, etc.
+ */
+export async function refreshOpenAIToken(
+  refreshToken: string,
+  proxyId?: number | null
+): Promise<Record<string, unknown>> {
+  const payload: { refresh_token: string; proxy_id?: number } = {
+    refresh_token: refreshToken
+  }
+  if (proxyId) {
+    payload.proxy_id = proxyId
+  }
+  const { data } = await apiClient.post<Record<string, unknown>>('/admin/openai/refresh-token', payload)
+  return data
+}
+
 export const accountsAPI = {
   list,
   getById,
@@ -418,6 +438,7 @@ export const accountsAPI = {
   getAvailableModels,
   generateAuthUrl,
   exchangeCode,
+  refreshOpenAIToken,
   batchCreate,
   batchUpdateCredentials,
   bulkUpdate,
diff --git a/frontend/src/components/account/CreateAccountModal.vue b/frontend/src/components/account/CreateAccountModal.vue
index 603941c1..18bac7ff 100644
--- a/frontend/src/components/account/CreateAccountModal.vue
+++ b/frontend/src/components/account/CreateAccountModal.vue
@@ -1650,10 +1650,12 @@
         :show-proxy-warning="form.platform !== 'openai' && !!form.proxy_id"
         :allow-multiple="form.platform === 'anthropic'"
         :show-cookie-option="form.platform === 'anthropic'"
+        :show-refresh-token-option="form.platform === 'openai'"
         :platform="form.platform"
         :show-project-id="geminiOAuthType === 'code_assist'"
         @generate-url="handleGenerateUrl"
         @cookie-auth="handleCookieAuth"
+        @validate-refresh-token="handleOpenAIValidateRT"
       />
 
     </div>
@@ -2010,6 +2012,7 @@ interface OAuthFlowExposed {
   oauthState: string
   projectId: string
   sessionKey: string
+  refreshToken: string
   inputMethod: AuthInputMethod
   reset: () => void
 }
@@ -2861,6 +2864,95 @@ const handleOpenAIExchange = async (authCode: string) => {
   }
 }
 
+// OpenAI 手动 RT 批量验证和创建
+const handleOpenAIValidateRT = async (refreshTokenInput: string) => {
+  if (!refreshTokenInput.trim()) return
+
+  // Parse multiple refresh tokens (one per line)
+  const refreshTokens = refreshTokenInput
+    .split('\n')
+    .map((rt) => rt.trim())
+    .filter((rt) => rt)
+
+  if (refreshTokens.length === 0) {
+    openaiOAuth.error.value = t('admin.accounts.oauth.openai.pleaseEnterRefreshToken')
+    return
+  }
+
+  openaiOAuth.loading.value = true
+  openaiOAuth.error.value = ''
+
+  let successCount = 0
+  let failedCount = 0
+  const errors: string[] = []
+
+  try {
+    for (let i = 0; i < refreshTokens.length; i++) {
+      try {
+        const tokenInfo = await openaiOAuth.validateRefreshToken(
+          refreshTokens[i],
+          form.proxy_id
+        )
+        if (!tokenInfo) {
+          failedCount++
+          errors.push(`#${i + 1}: ${openaiOAuth.error.value || 'Validation failed'}`)
+          openaiOAuth.error.value = ''
+          continue
+        }
+
+        const credentials = openaiOAuth.buildCredentials(tokenInfo)
+        const extra = openaiOAuth.buildExtraInfo(tokenInfo)
+
+        // Generate account name with index for batch
+        const accountName = refreshTokens.length > 1 ? `${form.name} #${i + 1}` : form.name
+
+        await adminAPI.accounts.create({
+          name: accountName,
+          notes: form.notes,
+          platform: 'openai',
+          type: 'oauth',
+          credentials,
+          extra,
+          proxy_id: form.proxy_id,
+          concurrency: form.concurrency,
+          priority: form.priority,
+          rate_multiplier: form.rate_multiplier,
+          group_ids: form.group_ids,
+          expires_at: form.expires_at,
+          auto_pause_on_expired: autoPauseOnExpired.value
+        })
+        successCount++
+      } catch (error: any) {
+        failedCount++
+        const errMsg = error.response?.data?.detail || error.message || 'Unknown error'
+        errors.push(`#${i + 1}: ${errMsg}`)
+      }
+    }
+
+    // Show results
+    if (successCount > 0 && failedCount === 0) {
+      appStore.showSuccess(
+        refreshTokens.length > 1
+          ? t('admin.accounts.oauth.batchSuccess', { count: successCount })
+          : t('admin.accounts.accountCreated')
+      )
+      emit('created')
+      handleClose()
+    } else if (successCount > 0 && failedCount > 0) {
+      appStore.showWarning(
+        t('admin.accounts.oauth.batchPartialSuccess', { success: successCount, failed: failedCount })
+      )
+      openaiOAuth.error.value = errors.join('\n')
+      emit('created')
+    } else {
+      openaiOAuth.error.value = errors.join('\n')
+      appStore.showError(t('admin.accounts.oauth.batchFailed'))
+    }
+  } finally {
+    openaiOAuth.loading.value = false
+  }
+}
+
 // Gemini OAuth 授权码兑换
 const handleGeminiExchange = async (authCode: string) => {
   if (!authCode.trim() || !geminiOAuth.sessionId.value) return
diff --git a/frontend/src/components/account/OAuthAuthorizationFlow.vue b/frontend/src/components/account/OAuthAuthorizationFlow.vue
index 194237fa..78f488c1 100644
--- a/frontend/src/components/account/OAuthAuthorizationFlow.vue
+++ b/frontend/src/components/account/OAuthAuthorizationFlow.vue
@@ -10,11 +10,11 @@
         <h4 class="mb-3 font-semibold text-blue-900 dark:text-blue-200">{{ oauthTitle }}</h4>
 
         <!-- Auth Method Selection -->
-        <div v-if="showCookieOption" class="mb-4">
+        <div v-if="showMethodSelection" class="mb-4">
           <label class="mb-2 block text-sm font-medium text-blue-800 dark:text-blue-300">
             {{ methodLabel }}
           </label>
-          <div class="flex gap-4">
+          <div class="flex flex-wrap gap-4">
             <label class="flex cursor-pointer items-center gap-2">
               <input
                 v-model="inputMethod"
@@ -26,7 +26,7 @@
                 t('admin.accounts.oauth.manualAuth')
               }}</span>
             </label>
-            <label class="flex cursor-pointer items-center gap-2">
+            <label v-if="showCookieOption" class="flex cursor-pointer items-center gap-2">
               <input
                 v-model="inputMethod"
                 type="radio"
@@ -37,6 +37,101 @@
                 t('admin.accounts.oauth.cookieAutoAuth')
               }}</span>
             </label>
+            <label v-if="showRefreshTokenOption" class="flex cursor-pointer items-center gap-2">
+              <input
+                v-model="inputMethod"
+                type="radio"
+                value="refresh_token"
+                class="text-blue-600 focus:ring-blue-500"
+              />
+              <span class="text-sm text-blue-900 dark:text-blue-200">{{
+                t('admin.accounts.oauth.openai.refreshTokenAuth')
+              }}</span>
+            </label>
+          </div>
+        </div>
+
+        <!-- Refresh Token Input (OpenAI only) -->
+        <div v-if="inputMethod === 'refresh_token'" class="space-y-4">
+          <div
+            class="rounded-lg border border-blue-300 bg-white/80 p-4 dark:border-blue-600 dark:bg-gray-800/80"
+          >
+            <p class="mb-3 text-sm text-blue-700 dark:text-blue-300">
+              {{ t('admin.accounts.oauth.openai.refreshTokenDesc') }}
+            </p>
+
+            <!-- Refresh Token Input -->
+            <div class="mb-4">
+              <label
+                class="mb-2 flex items-center gap-2 text-sm font-semibold text-gray-700 dark:text-gray-300"
+              >
+                <Icon name="key" size="sm" class="text-blue-500" />
+                Refresh Token
+                <span
+                  v-if="parsedRefreshTokenCount > 1"
+                  class="rounded-full bg-blue-500 px-2 py-0.5 text-xs text-white"
+                >
+                  {{ t('admin.accounts.oauth.keysCount', { count: parsedRefreshTokenCount }) }}
+                </span>
+              </label>
+              <textarea
+                v-model="refreshTokenInput"
+                rows="3"
+                class="input w-full resize-y font-mono text-sm"
+                :placeholder="t('admin.accounts.oauth.openai.refreshTokenPlaceholder')"
+              ></textarea>
+              <p
+                v-if="parsedRefreshTokenCount > 1"
+                class="mt-1 text-xs text-blue-600 dark:text-blue-400"
+              >
+                {{ t('admin.accounts.oauth.batchCreateAccounts', { count: parsedRefreshTokenCount }) }}
+              </p>
+            </div>
+
+            <!-- Error Message -->
+            <div
+              v-if="error"
+              class="mb-4 rounded-lg border border-red-200 bg-red-50 p-3 dark:border-red-700 dark:bg-red-900/30"
+            >
+              <p class="whitespace-pre-line text-sm text-red-600 dark:text-red-400">
+                {{ error }}
+              </p>
+            </div>
+
+            <!-- Validate Button -->
+            <button
+              type="button"
+              class="btn btn-primary w-full"
+              :disabled="loading || !refreshTokenInput.trim()"
+              @click="handleValidateRefreshToken"
+            >
+              <svg
+                v-if="loading"
+                class="-ml-1 mr-2 h-4 w-4 animate-spin"
+                fill="none"
+                viewBox="0 0 24 24"
+              >
+                <circle
+                  class="opacity-25"
+                  cx="12"
+                  cy="12"
+                  r="10"
+                  stroke="currentColor"
+                  stroke-width="4"
+                ></circle>
+                <path
+                  class="opacity-75"
+                  fill="currentColor"
+                  d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"
+                ></path>
+              </svg>
+              <Icon v-else name="sparkles" size="sm" class="mr-2" />
+              {{
+                loading
+                  ? t('admin.accounts.oauth.openai.validating')
+                  : t('admin.accounts.oauth.openai.validateAndCreate')
+              }}
+            </button>
           </div>
         </div>
 
@@ -173,7 +268,7 @@
         </div>
 
         <!-- Manual Authorization Flow -->
-        <div v-else class="space-y-4">
+        <div v-if="inputMethod === 'manual'" class="space-y-4">
           <p class="mb-4 text-sm text-blue-800 dark:text-blue-300">
             {{ oauthFollowSteps }}
           </p>
@@ -428,6 +523,7 @@ interface Props {
   allowMultiple?: boolean
   methodLabel?: string
   showCookieOption?: boolean // Whether to show cookie auto-auth option
+  showRefreshTokenOption?: boolean // Whether to show refresh token input option (OpenAI only)
   platform?: 'anthropic' | 'openai' | 'gemini' | 'antigravity' // Platform type for different UI/text
   showProjectId?: boolean // New prop to control project ID visibility
 }
@@ -442,6 +538,7 @@ const props = withDefaults(defineProps<Props>(), {
   allowMultiple: false,
   methodLabel: 'Authorization Method',
   showCookieOption: true,
+  showRefreshTokenOption: false,
   platform: 'anthropic',
   showProjectId: true
 })
@@ -450,6 +547,7 @@ const emit = defineEmits<{
   'generate-url': []
   'exchange-code': [code: string]
   'cookie-auth': [sessionKey: string]
+  'validate-refresh-token': [refreshToken: string]
   'update:inputMethod': [method: AuthInputMethod]
 }>()
 
@@ -487,10 +585,14 @@ const oauthImportantNotice = computed(() => {
 const inputMethod = ref<AuthInputMethod>(props.showCookieOption ? 'manual' : 'manual')
 const authCodeInput = ref('')
 const sessionKeyInput = ref('')
+const refreshTokenInput = ref('')
 const showHelpDialog = ref(false)
 const oauthState = ref('')
 const projectId = ref('')
 
+// Computed: show method selection when either cookie or refresh token option is enabled
+const showMethodSelection = computed(() => props.showCookieOption || props.showRefreshTokenOption)
+
 // Clipboard
 const { copied, copyToClipboard } = useClipboard()
 
@@ -502,6 +604,14 @@ const parsedKeyCount = computed(() => {
     .filter((k) => k).length
 })
 
+// Computed: count of refresh tokens entered
+const parsedRefreshTokenCount = computed(() => {
+  return refreshTokenInput.value
+    .split('\n')
+    .map((rt) => rt.trim())
+    .filter((rt) => rt).length
+})
+
 // Watchers
 watch(inputMethod, (newVal) => {
   emit('update:inputMethod', newVal)
@@ -563,18 +673,26 @@ const handleCookieAuth = () => {
   }
 }
 
+const handleValidateRefreshToken = () => {
+  if (refreshTokenInput.value.trim()) {
+    emit('validate-refresh-token', refreshTokenInput.value.trim())
+  }
+}
+
 // Expose methods and state
 defineExpose({
   authCode: authCodeInput,
   oauthState,
   projectId,
   sessionKey: sessionKeyInput,
+  refreshToken: refreshTokenInput,
   inputMethod,
   reset: () => {
     authCodeInput.value = ''
     oauthState.value = ''
     projectId.value = ''
     sessionKeyInput.value = ''
+    refreshTokenInput.value = ''
     inputMethod.value = 'manual'
     showHelpDialog.value = false
   }
diff --git a/frontend/src/composables/useAccountOAuth.ts b/frontend/src/composables/useAccountOAuth.ts
index bdc6f0f1..ca200cb3 100644
--- a/frontend/src/composables/useAccountOAuth.ts
+++ b/frontend/src/composables/useAccountOAuth.ts
@@ -3,7 +3,7 @@ import { useAppStore } from '@/stores/app'
 import { adminAPI } from '@/api/admin'
 
 export type AddMethod = 'oauth' | 'setup-token'
-export type AuthInputMethod = 'manual' | 'cookie'
+export type AuthInputMethod = 'manual' | 'cookie' | 'refresh_token'
 
 export interface OAuthState {
   authUrl: string
diff --git a/frontend/src/composables/useOpenAIOAuth.ts b/frontend/src/composables/useOpenAIOAuth.ts
index 4b5ffe31..82a77031 100644
--- a/frontend/src/composables/useOpenAIOAuth.ts
+++ b/frontend/src/composables/useOpenAIOAuth.ts
@@ -105,6 +105,32 @@ export function useOpenAIOAuth() {
     }
   }
 
+  // Validate refresh token and get full token info
+  const validateRefreshToken = async (
+    refreshToken: string,
+    proxyId?: number | null
+  ): Promise<OpenAITokenInfo | null> => {
+    if (!refreshToken.trim()) {
+      error.value = 'Missing refresh token'
+      return null
+    }
+
+    loading.value = true
+    error.value = ''
+
+    try {
+      // Use dedicated refresh-token endpoint
+      const tokenInfo = await adminAPI.accounts.refreshOpenAIToken(refreshToken.trim(), proxyId)
+      return tokenInfo as OpenAITokenInfo
+    } catch (err: any) {
+      error.value = err.response?.data?.detail || 'Failed to validate refresh token'
+      appStore.showError(error.value)
+      return null
+    } finally {
+      loading.value = false
+    }
+  }
+
   // Build credentials for OpenAI OAuth account
   const buildCredentials = (tokenInfo: OpenAITokenInfo): Record<string, unknown> => {
     const creds: Record<string, unknown> = {
@@ -152,6 +178,7 @@ export function useOpenAIOAuth() {
     resetState,
     generateAuthUrl,
     exchangeAuthCode,
+    validateRefreshToken,
     buildCredentials,
     buildExtraInfo
   }
diff --git a/frontend/src/i18n/locales/en.ts b/frontend/src/i18n/locales/en.ts
index 1c71006d..1cc1fc18 100644
--- a/frontend/src/i18n/locales/en.ts
+++ b/frontend/src/i18n/locales/en.ts
@@ -1662,6 +1662,9 @@ export default {
         cookieAuthFailed: 'Cookie authorization failed',
         keyAuthFailed: 'Key {index}: {error}',
         successCreated: 'Successfully created {count} account(s)',
+        batchSuccess: 'Successfully created {count} account(s)',
+        batchPartialSuccess: 'Partial success: {success} succeeded, {failed} failed',
+        batchFailed: 'Batch creation failed',
         // OpenAI specific
         openai: {
           title: 'OpenAI Account Authorization',
@@ -1680,7 +1683,14 @@ export default {
           authCodePlaceholder:
             'Option 1: Copy the complete URL\n(http://localhost:xxx/auth/callback?code=...)\nOption 2: Copy only the code parameter value',
           authCodeHint:
-            'You can copy the entire URL or just the code parameter value, the system will auto-detect'
+            'You can copy the entire URL or just the code parameter value, the system will auto-detect',
+          // Refresh Token auth
+          refreshTokenAuth: 'Manual RT Input',
+          refreshTokenDesc: 'Enter your existing OpenAI Refresh Token(s). Supports batch input (one per line). The system will automatically validate and create accounts.',
+          refreshTokenPlaceholder: 'Paste your OpenAI Refresh Token...\nSupports multiple, one per line',
+          validating: 'Validating...',
+          validateAndCreate: 'Validate & Create Account',
+          pleaseEnterRefreshToken: 'Please enter Refresh Token'
         },
         // Gemini specific
 	        gemini: {
diff --git a/frontend/src/i18n/locales/zh.ts b/frontend/src/i18n/locales/zh.ts
index 5eef6243..c739d8e7 100644
--- a/frontend/src/i18n/locales/zh.ts
+++ b/frontend/src/i18n/locales/zh.ts
@@ -1804,6 +1804,9 @@ export default {
         cookieAuthFailed: 'Cookie 授权失败',
         keyAuthFailed: '密钥 {index}: {error}',
         successCreated: '成功创建 {count} 个账号',
+        batchSuccess: '成功创建 {count} 个账号',
+        batchPartialSuccess: '部分成功：{success} 个成功，{failed} 个失败',
+        batchFailed: '批量创建失败',
         // OpenAI specific
         openai: {
           title: 'OpenAI 账户授权',
@@ -1820,7 +1823,14 @@ export default {
           authCode: '授权链接或 Code',
           authCodePlaceholder:
             '方式1：复制完整的链接\n(http://localhost:xxx/auth/callback?code=...)\n方式2：仅复制 code 参数的值',
-          authCodeHint: '您可以直接复制整个链接或仅复制 code 参数值，系统会自动识别'
+          authCodeHint: '您可以直接复制整个链接或仅复制 code 参数值，系统会自动识别',
+          // Refresh Token auth
+          refreshTokenAuth: '手动输入 RT',
+          refreshTokenDesc: '输入您已有的 OpenAI Refresh Token，支持批量输入（每行一个），系统将自动验证并创建账号。',
+          refreshTokenPlaceholder: '粘贴您的 OpenAI Refresh Token...\n支持多个，每行一个',
+          validating: '验证中...',
+          validateAndCreate: '验证并创建账号',
+          pleaseEnterRefreshToken: '请输入 Refresh Token'
         },
         // Gemini specific
         gemini: {