diff --git a/.gitignore b/.gitignore
index 02ba01a..416e15c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,6 +5,7 @@
 .nitro
 .cache
 dist
+dist-windows
 
 # Node dependencies
 node_modules
diff --git a/app/components/MediaSessionCard.vue b/app/components/MediaSessionCard.vue
index 63cdf2d..e03d636 100644
--- a/app/components/MediaSessionCard.vue
+++ b/app/components/MediaSessionCard.vue
@@ -98,6 +98,15 @@ const presetLabel = computed(() => {
       return null
   }
 })
+
+/** 转码已耗时（轮询每秒刷新一次） */
+const elapsedLabel = computed(() => {
+  if (!running.value || !props.item.transcodeStartedAt) return null
+  const started = new Date(props.item.transcodeStartedAt).getTime()
+  if (!Number.isFinite(started)) return null
+  const seconds = Math.max(0, Math.floor((Date.now() - started) / 1000))
+  return `${Math.floor(seconds / 60)} min ${seconds % 60} s`
+})
 </script>
 
 <template>
@@ -239,6 +248,14 @@ const presetLabel = computed(() => {
         >
           {{ presetLabel }}
         </UBadge>
+        <UBadge
+          v-if="elapsedLabel"
+          color="primary"
+          variant="subtle"
+          size="xs"
+        >
+          {{ t('library.transcodeElapsed') }} {{ elapsedLabel }}
+        </UBadge>
       </p>
     </div>
   </div>
diff --git a/app/types/file.ts b/app/types/file.ts
index 1cc327d..e49d48f 100644
--- a/app/types/file.ts
+++ b/app/types/file.ts
@@ -14,6 +14,8 @@ export interface FileItem {
   transcodeProgress?: number
   /** 本视频使用的转码档位 */
   transcodePreset?: string
+  /** 转码开始时间（ISO） */
+  transcodeStartedAt?: string
   /** 转码失败原因 */
   transcodeError?: string
   /** HLS 播放列表地址（转码完成后有值） */
diff --git a/desktop/main.cjs b/desktop/main.cjs
new file mode 100644
index 0000000..dc8a7f7
--- /dev/null
+++ b/desktop/main.cjs
@@ -0,0 +1,177 @@
+const { app, BrowserWindow, dialog, Menu, shell } = require('electron')
+const { spawn } = require('node:child_process')
+const fs = require('node:fs')
+const net = require('node:net')
+const path = require('node:path')
+
+let serverProcess = null
+let mainWindow = null
+let serverUrl = ''
+
+if (!app.requestSingleInstanceLock()) {
+  app.quit()
+  process.exit(0)
+}
+
+app.setAppUserModelId('com.yeomai.pichost')
+app.setName('PicHost')
+
+function runtimeRoot() {
+  return app.isPackaged
+    ? path.join(process.resourcesPath, 'runtime')
+    : path.join(__dirname, '..', 'dist-windows', 'staging', 'runtime')
+}
+
+function dataDirectory() {
+  const base = process.env.LOCALAPPDATA || app.getPath('userData')
+  return path.join(base, 'PicHost', 'data')
+}
+
+function findFreePort() {
+  return new Promise((resolve, reject) => {
+    const server = net.createServer()
+    server.once('error', reject)
+    server.listen(0, '127.0.0.1', () => {
+      const { port } = server.address()
+      server.close(error => error ? reject(error) : resolve(port))
+    })
+  })
+}
+
+function waitForHealth(url, process) {
+  return new Promise((resolve, reject) => {
+    const startedAt = Date.now()
+    const timer = setInterval(async () => {
+      if (process.exitCode !== null) {
+        clearInterval(timer)
+        reject(new Error(`PicHost 服务已退出，代码 ${process.exitCode}`))
+        return
+      }
+
+      try {
+        const response = await fetch(`${url}/api/health`, {
+          signal: AbortSignal.timeout(1000)
+        })
+        if (response.ok) {
+          clearInterval(timer)
+          resolve()
+          return
+        }
+      } catch {
+        // 忽略轮询中的瞬时错误，继续等待
+      }
+
+      if (Date.now() - startedAt > 30000) {
+        clearInterval(timer)
+        reject(new Error('PicHost 服务启动超时'))
+      }
+    }, 500)
+  })
+}
+
+function stopServer() {
+  if (!serverProcess || serverProcess.exitCode !== null) return
+
+  spawn('taskkill', ['/pid', String(serverProcess.pid), '/T', '/F'], {
+    windowsHide: true,
+    stdio: 'ignore'
+  })
+  serverProcess = null
+}
+
+async function startServer() {
+  const root = runtimeRoot()
+  const appRoot = path.join(root, 'app')
+  const nodeExe = path.join(root, 'node', 'node.exe')
+  const ffmpegDir = path.join(root, 'ffmpeg')
+  const dataDir = dataDirectory()
+  const port = await findFreePort()
+
+  fs.mkdirSync(dataDir, { recursive: true })
+  const log = fs.createWriteStream(path.join(dataDir, 'desktop-server.log'), {
+    flags: 'a'
+  })
+
+  serverUrl = `http://127.0.0.1:${port}`
+  serverProcess = spawn(nodeExe, [path.join(appRoot, '.output', 'server', 'index.mjs')], {
+    cwd: appRoot,
+    env: {
+      ...process.env,
+      DATA_DIR: dataDir,
+      NODE_ENV: 'production',
+      NITRO_PORT: String(port),
+      PORT: String(port),
+      NITRO_HOST: '127.0.0.1',
+      HOST: '127.0.0.1',
+      PATH: `${ffmpegDir};${process.env.PATH || ''}`,
+      PIC_HOST_DESKTOP: '1'
+    },
+    windowsHide: true,
+    stdio: ['ignore', 'pipe', 'pipe']
+  })
+
+  serverProcess.stdout.pipe(log, { end: false })
+  serverProcess.stderr.pipe(log, { end: false })
+  serverProcess.once('close', () => log.end())
+
+  await waitForHealth(serverUrl, serverProcess)
+}
+
+function createWindow() {
+  mainWindow = new BrowserWindow({
+    width: 1440,
+    height: 920,
+    minWidth: 980,
+    minHeight: 680,
+    show: false,
+    autoHideMenuBar: true,
+    backgroundColor: '#111827',
+    webPreferences: {
+      nodeIntegration: false,
+      contextIsolation: true,
+      sandbox: true
+    }
+  })
+
+  mainWindow.once('ready-to-show', () => mainWindow.show())
+  mainWindow.on('closed', () => {
+    mainWindow = null
+    app.quit()
+  })
+
+  mainWindow.webContents.setWindowOpenHandler(({ url }) => {
+    if (url.startsWith(serverUrl)) return { action: 'allow' }
+    shell.openExternal(url)
+    return { action: 'deny' }
+  })
+
+  mainWindow.webContents.on('will-navigate', (event, url) => {
+    if (!url.startsWith(serverUrl)) {
+      event.preventDefault()
+      shell.openExternal(url)
+    }
+  })
+
+  mainWindow.loadURL(serverUrl)
+}
+
+app.on('second-instance', () => {
+  if (!mainWindow) return
+  if (mainWindow.isMinimized()) mainWindow.restore()
+  mainWindow.focus()
+})
+
+app.on('before-quit', stopServer)
+app.on('window-all-closed', () => app.quit())
+
+app.whenReady().then(async () => {
+  Menu.setApplicationMenu(null)
+  try {
+    await startServer()
+    createWindow()
+  } catch (error) {
+    dialog.showErrorBox('PicHost 启动失败', String(error?.message || error))
+    stopServer()
+    app.quit()
+  }
+})
diff --git a/desktop/prepare-runtime.mjs b/desktop/prepare-runtime.mjs
new file mode 100644
index 0000000..0027a84
--- /dev/null
+++ b/desktop/prepare-runtime.mjs
@@ -0,0 +1,166 @@
+import { createHash } from 'node:crypto'
+import { spawnSync } from 'node:child_process'
+import {
+  access,
+  copyFile,
+  cp,
+  mkdir,
+  readFile,
+  rm,
+  writeFile
+} from 'node:fs/promises'
+import path from 'node:path'
+import { fileURLToPath } from 'node:url'
+import sharp from 'sharp'
+
+const root = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '..')
+const outputRoot = path.join(root, 'dist-windows')
+const stageRoot = path.join(outputRoot, 'staging')
+const runtimeRoot = path.join(stageRoot, 'runtime')
+const appRoot = path.join(runtimeRoot, 'app')
+const nodeDir = path.join(runtimeRoot, 'node')
+const ffmpegDir = path.join(runtimeRoot, 'ffmpeg')
+const buildDir = path.join(stageRoot, 'build')
+const cacheDir = path.join(outputRoot, 'cache')
+const nodeVersion = '22.23.3'
+
+function run(command, args, cwd = root) {
+  const result = spawnSync(command, args, {
+    cwd,
+    encoding: 'utf8',
+    stdio: 'inherit',
+    windowsHide: true,
+    shell: process.platform === 'win32' && /\.(?:cmd|bat)$/i.test(command)
+  })
+  if (result.error) throw result.error
+  if (result.status !== 0) {
+    throw new Error(`${command} ${args.join(' ')} 失败，退出代码 ${result.status}`)
+  }
+}
+
+async function exists(file) {
+  try {
+    await access(file)
+    return true
+  } catch {
+    return false
+  }
+}
+
+async function download(file, url) {
+  if (await exists(file)) return
+  await mkdir(path.dirname(file), { recursive: true })
+  console.log(`下载 ${url}`)
+  const response = await fetch(url)
+  if (!response.ok) throw new Error(`下载失败：${response.status} ${url}`)
+  await writeFile(file, Buffer.from(await response.arrayBuffer()))
+}
+
+async function prepareNode() {
+  const cacheFile = path.join(cacheDir, `node-v${nodeVersion}-win-x64.exe`)
+  const nodeExe = path.join(nodeDir, 'node.exe')
+  await download(
+    cacheFile,
+    `https://nodejs.org/dist/v${nodeVersion}/win-x64/node.exe`
+  )
+
+  const sums = await (await fetch(
+    `https://nodejs.org/dist/v${nodeVersion}/SHASUMS256.txt`
+  )).text()
+  const expected = sums
+    .split(/\r?\n/)
+    .map(line => line.trim().split(/\s+/))
+    .find(parts => parts[1] === 'win-x64/node.exe')?.[0]
+  const actual = createHash('sha256')
+    .update(await readFile(cacheFile))
+    .digest('hex')
+  if (!expected || actual !== expected) {
+    throw new Error('内置 Node.js 校验失败')
+  }
+
+  await mkdir(nodeDir, { recursive: true })
+  await copyFile(cacheFile, nodeExe)
+  run(nodeExe, ['--version'])
+}
+
+async function findFfmpegDir() {
+  const candidates = [
+    process.env.FFMPEG_DIR,
+    'C:\\ffmpeg-8.0.1-essentials_build\\bin'
+  ].filter(Boolean)
+
+  for (const candidate of candidates) {
+    if (
+      await exists(path.join(candidate, 'ffmpeg.exe'))
+      && await exists(path.join(candidate, 'ffprobe.exe'))
+    ) {
+      return candidate
+    }
+  }
+
+  const located = spawnSync('where.exe', ['ffmpeg.exe'], { encoding: 'utf8' })
+  const first = located.stdout?.trim().split(/\r?\n/)[0]
+  if (first && await exists(path.join(path.dirname(first), 'ffprobe.exe'))) {
+    return path.dirname(first)
+  }
+
+  throw new Error('未找到 ffmpeg.exe 和 ffprobe.exe，请设置 FFMPEG_DIR')
+}
+
+async function main() {
+  run('npm.cmd', ['run', 'build'])
+  await rm(stageRoot, { recursive: true, force: true })
+  await Promise.all([
+    mkdir(appRoot, { recursive: true }),
+    mkdir(buildDir, { recursive: true })
+  ])
+
+  await cp(path.join(root, '.output'), path.join(appRoot, '.output'), {
+    recursive: true,
+    dereference: true
+  })
+  await copyFile(path.join(root, 'package.json'), path.join(appRoot, 'package.json'))
+  await copyFile(
+    path.join(root, 'package-lock.json'),
+    path.join(appRoot, 'package-lock.json')
+  )
+  await cp(path.join(root, 'server', 'cli'), path.join(appRoot, 'server', 'cli'), {
+    recursive: true
+  })
+
+  console.log('安装 Windows 运行时生产依赖')
+  run(
+    'npm.cmd',
+    ['ci', '--omit=dev', '--ignore-scripts', '--no-audit', '--no-fund'],
+    appRoot
+  )
+
+  await prepareNode()
+
+  const sourceFfmpeg = await findFfmpegDir()
+  await mkdir(ffmpegDir, { recursive: true })
+  await copyFile(
+    path.join(sourceFfmpeg, 'ffmpeg.exe'),
+    path.join(ffmpegDir, 'ffmpeg.exe')
+  )
+  await copyFile(
+    path.join(sourceFfmpeg, 'ffprobe.exe'),
+    path.join(ffmpegDir, 'ffprobe.exe')
+  )
+  run(path.join(ffmpegDir, 'ffmpeg.exe'), ['-version'])
+
+  await sharp(path.join(root, 'app', 'assets', 'image', 'logo-light.png'))
+    .resize(512, 512, {
+      fit: 'contain',
+      background: { r: 0, g: 0, b: 0, alpha: 0 }
+    })
+    .png()
+    .toFile(path.join(buildDir, 'icon.png'))
+
+  console.log(`Windows 运行时已准备到 ${runtimeRoot}`)
+}
+
+main().catch((error) => {
+  console.error(error)
+  process.exit(1)
+})
diff --git a/electron-builder.yml b/electron-builder.yml
new file mode 100644
index 0000000..e8cd2dc
--- /dev/null
+++ b/electron-builder.yml
@@ -0,0 +1,37 @@
+appId: com.yeomai.pichost
+productName: PicHost
+asar: true
+npmRebuild: false
+
+directories:
+  output: dist-windows/release
+  buildResources: dist-windows/staging/build
+
+files:
+  - desktop/**/*
+  - package.json
+  - "!node_modules/**/*"
+
+extraResources:
+  - from: dist-windows/staging/runtime
+    to: runtime
+
+win:
+  target:
+    - target: nsis
+      arch:
+        - x64
+  icon: icon.png
+  executableName: PicHost
+  artifactName: PicHost-Setup-${version}-${arch}.${ext}
+
+nsis:
+  oneClick: false
+  perMachine: false
+  allowElevation: true
+  allowToChangeInstallationDirectory: true
+  createDesktopShortcut: true
+  createStartMenuShortcut: true
+  shortcutName: PicHost
+  uninstallDisplayName: PicHost
+  runAfterFinish: true
diff --git a/i18n/locales/en.json b/i18n/locales/en.json
index f0681f8..f870343 100644
--- a/i18n/locales/en.json
+++ b/i18n/locales/en.json
@@ -1220,6 +1220,7 @@
     "statsVsLastMonth": "vs last month {value}",
     "transcodePending": "Queued",
     "transcoding": "Transcoding",
+    "transcodeElapsed": "Elapsed",
     "transcodeFailed": "Transcode failed",
     "searchPlaceholder": "Search file name",
     "searchEmpty": "Nothing matched",
diff --git a/i18n/locales/zh-CN.json b/i18n/locales/zh-CN.json
index 6589439..bf33f11 100644
--- a/i18n/locales/zh-CN.json
+++ b/i18n/locales/zh-CN.json
@@ -1223,6 +1223,7 @@
     "statsVsLastMonth": "较上月 {value}",
     "transcodePending": "等待转码中",
     "transcoding": "转码中",
+    "transcodeElapsed": "已耗时",
     "transcodeFailed": "转码失败",
     "searchPlaceholder": "搜索文件名",
     "searchEmpty": "没有匹配的内容",
diff --git a/package-lock.json b/package-lock.json
index 1c1716c..b842fec 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "pichost",
-  "version": "1.5.0",
+  "version": "1.5.1",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "pichost",
-      "version": "1.5.0",
+      "version": "1.5.1",
       "hasInstallScript": true,
       "license": "GPL-3.0-only",
       "dependencies": {
@@ -27,6 +27,8 @@
         "@nuxt/eslint": "^1.16.0",
         "@types/node": "^22.15.0",
         "@types/tar": "^6.1.13",
+        "electron": "^44.9.0",
+        "electron-builder": "^26.15.3",
         "eslint": "^10.6.0",
         "mermaid": "^11.17.2",
         "typescript": "^6.0.3",
@@ -1196,6 +1198,342 @@
       "integrity": "sha512-/B8YJGPzaYq1NbsQmwgP8EZqg40NpTw4ZB3suuI0TplbxKHeK94jeaawLmVhCv+YwUnOpiWEz9U6SeThku/8JQ==",
       "license": "MIT"
     },
+    "node_modules/@electron-internal/extract-zip": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/@electron-internal/extract-zip/-/extract-zip-1.0.5.tgz",
+      "integrity": "sha512-+bqFCP98pLI0Tt0XQo1TmlXtwjWchISndDOxCkEcIuUgXWpBnLyRI+2DU+mesvnMMX6L1XDqYNA0lXNDHd/yiA==",
+      "dev": true,
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=22.12.0"
+      }
+    },
+    "node_modules/@electron/asar": {
+      "version": "3.4.1",
+      "resolved": "https://registry.npmjs.org/@electron/asar/-/asar-3.4.1.tgz",
+      "integrity": "sha512-i4/rNPRS84t0vSRa2HorerGRXWyF4vThfHesw0dmcWHp+cspK743UanA0suA5Q5y8kzY2y6YKrvbIUn69BCAiA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "commander": "^5.0.0",
+        "glob": "^7.1.6",
+        "minimatch": "^3.0.4"
+      },
+      "bin": {
+        "asar": "bin/asar.js"
+      },
+      "engines": {
+        "node": ">=10.12.0"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/balanced-match": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
+      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@electron/asar/node_modules/brace-expansion": {
+      "version": "1.1.21",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.21.tgz",
+      "integrity": "sha512-9zeA+KLZNNzglF2TPKRQEDyx6Yby7daAkuy8MiPzpXPsYDWi/DRM8jmwUDxokQjYqBpv5DgPiwD4h4ZZSy1Ujw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "balanced-match": "^1.0.0",
+        "concat-map": "0.0.1"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/commander": {
+      "version": "5.1.0",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-5.1.0.tgz",
+      "integrity": "sha512-P0CysNDQ7rtVw4QIQtm+MRxV66vKFSvlsQvGYXZWR3qFU0jlMKHZZZgw8e+8DSah4UDKMqnknRDQz+xuQXQ/Zg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 6"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/glob": {
+      "version": "7.2.3",
+      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
+      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
+      "deprecated": "Old versions of glob are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "fs.realpath": "^1.0.0",
+        "inflight": "^1.0.4",
+        "inherits": "2",
+        "minimatch": "^3.1.1",
+        "once": "^1.3.0",
+        "path-is-absolute": "^1.0.0"
+      },
+      "engines": {
+        "node": "*"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
+    "node_modules/@electron/asar/node_modules/minimatch": {
+      "version": "3.1.5",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.5.tgz",
+      "integrity": "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "brace-expansion": "^1.1.7"
+      },
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/@electron/fuses": {
+      "version": "1.8.0",
+      "resolved": "https://registry.npmjs.org/@electron/fuses/-/fuses-1.8.0.tgz",
+      "integrity": "sha512-zx0EIq78WlY/lBb1uXlziZmDZI4ubcCXIMJ4uGjXzZW0nS19TjSPeXPAjzzTmKQlJUZm0SbmZhPKP7tuQ1SsEw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "chalk": "^4.1.1",
+        "fs-extra": "^9.0.1",
+        "minimist": "^1.2.5"
+      },
+      "bin": {
+        "electron-fuses": "dist/bin.js"
+      }
+    },
+    "node_modules/@electron/fuses/node_modules/fs-extra": {
+      "version": "9.1.0",
+      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-9.1.0.tgz",
+      "integrity": "sha512-hcg3ZmepS30/7BSFqRvoo3DOMQu7IjqxO5nCDt+zM9XWjb33Wg7ziNT+Qvqbuc3+gWpzO02JubVyk2G4Zvo1OQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "at-least-node": "^1.0.0",
+        "graceful-fs": "^4.2.0",
+        "jsonfile": "^6.0.1",
+        "universalify": "^2.0.0"
+      },
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@@ -17588,6 +20146,19 @@
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+      }
+    },
+    "node_modules/rimraf/node_modules/minimatch": {
+      "version": "3.1.5",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.5.tgz",
+      "integrity": "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==",
+      "dev": true,
+      "license": "ISC",
+      "peer": true,
+      "dependencies": {
+        "brace-expansion": "^1.1.7"
+      },
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/roarr": {
+      "version": "2.15.4",
+      "resolved": "https://registry.npmjs.org/roarr/-/roarr-2.15.4.tgz",
+      "integrity": "sha512-CHhPh+UNHD2GTXNYhPWLnU8ONHdI+5DI+4EYIAOaiD63rHeYlZvyh8P+in5999TTSFgUYuKUAjzRI4mdh/p+2A==",
+      "dev": true,
+      "license": "BSD-3-Clause",
+      "optional": true,
+      "dependencies": {
+        "boolean": "^3.0.1",
+        "detect-node": "^2.0.4",
+        "globalthis": "^1.0.1",
+        "json-stringify-safe": "^5.0.1",
+        "semver-compare": "^1.0.0",
+        "sprintf-js": "^1.1.2"
+      },
+      "engines": {
+        "node": ">=8.0"
+      }
+    },
     "node_modules/robust-predicates": {
       "version": "3.0.3",
       "resolved": "https://registry.npmmirror.com/robust-predicates/-/robust-predicates-3.0.3.tgz",
@@ -18058,6 +20791,16 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/sanitize-filename": {
+      "version": "1.6.4",
+      "resolved": "https://registry.npmjs.org/sanitize-filename/-/sanitize-filename-1.6.4.tgz",
+      "integrity": "sha512-9ZyI08PsvdQl2r/bBIGubpVdR3RR9sY6RDiWFPreA21C/EFlQhmgo20UZlNjZMMZNubusLhAQozkA0Od5J21Eg==",
+      "dev": true,
+      "license": "WTFPL OR ISC",
+      "dependencies": {
+        "truncate-utf8-bytes": "^1.0.0"
+      }
+    },
     "node_modules/sax": {
       "version": "1.6.0",
       "resolved": "https://registry.npmmirror.com/sax/-/sax-1.6.0.tgz",
@@ -18108,6 +20851,14 @@
         "node": ">=10"
       }
     },
+    "node_modules/semver-compare": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/semver-compare/-/semver-compare-1.0.0.tgz",
+      "integrity": "sha512-YM3/ITh2MJ5MtzaM429anh+x2jiLVjqILF4m4oyQB18W7Ggea7BfqdH/wGMK7dDiMghv/6WG7znWMwUDzJiXow==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true
+    },
     "node_modules/send": {
       "version": "1.2.1",
       "resolved": "https://registry.npmmirror.com/send/-/send-1.2.1.tgz",
@@ -18134,6 +20885,37 @@
         "url": "https://opencollective.com/express"
       }
     },
+    "node_modules/serialize-error": {
+      "version": "7.0.1",
+      "resolved": "https://registry.npmjs.org/serialize-error/-/serialize-error-7.0.1.tgz",
+      "integrity": "sha512-8I8TjW5KMOKsZQTvoxjuSIa7foAwPWGOts+6o7sgjz41/qMD9VQHEDxi6PBvK2l0MXUmqZyNpUK+T2tQaaElvw==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "type-fest": "^0.13.1"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/serialize-error/node_modules/type-fest": {
+      "version": "0.13.1",
+      "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.13.1.tgz",
+      "integrity": "sha512-34R7HTnG0XIJcBSn5XhDd7nNFPRcXYRZrBB2O2jdKqYODldSzBAqzsWoZYYvduky73toYS/ESqxPvkDf/F0XMg==",
+      "dev": true,
+      "license": "(MIT OR CC0-1.0)",
+      "optional": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/serialize-javascript": {
       "version": "7.0.7",
       "resolved": "https://registry.npmmirror.com/serialize-javascript/-/serialize-javascript-7.0.7.tgz",
@@ -18321,6 +21103,19 @@
         "url": "https://github.com/steveukx/git-js?sponsor=1"
       }
     },
+    "node_modules/simple-update-notifier": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/simple-update-notifier/-/simple-update-notifier-2.0.0.tgz",
+      "integrity": "sha512-a2B9Y0KlNXl9u/vsW6sTIu9vGEpfKu2wRV6l1H3XEas/0gUIzGzBoP/IouTcUQbm9JWZLH3COxyn03TYlFax6w==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "semver": "^7.5.3"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/sirv": {
       "version": "3.0.2",
       "resolved": "https://registry.npmmirror.com/sirv/-/sirv-3.0.2.tgz",
@@ -18445,6 +21240,14 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/sprintf-js": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
+      "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==",
+      "dev": true,
+      "license": "BSD-3-Clause",
+      "optional": true
+    },
     "node_modules/srvx": {
       "version": "0.11.22",
       "resolved": "https://registry.npmmirror.com/srvx/-/srvx-0.11.22.tgz",
@@ -18480,6 +21283,16 @@
       "integrity": "sha512-qoRRSyROncaz1z0mvYqIE4lCd9p2R90i6GxW3uZv5ucSu8tU7B5HXUP1gG8pVZsYNVaXjk8ClXHPttLyxAL48A==",
       "license": "MIT"
     },
+    "node_modules/stat-mode": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/stat-mode/-/stat-mode-1.0.0.tgz",
+      "integrity": "sha512-jH9EhtKIjuXZ2cWxmXS8ZP80XyC3iasQxMDV8jzhNJpfDb7VbQLVW4Wvsxz9QZvzV+G4YoSfBUVKDOyxLzi/sg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/statuses": {
       "version": "2.0.2",
       "resolved": "https://registry.npmmirror.com/statuses/-/statuses-2.0.2.tgz",
@@ -18705,6 +21518,19 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/sumchecker": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/sumchecker/-/sumchecker-3.0.1.tgz",
+      "integrity": "sha512-MvjXzkz/BOfyVDkG0oFOtBxHX2u3gKbMHIF/dXblZsgD3BWOFLmHovIpZY7BykJdAjcqRCBi1WYBNdEC9yI7vg==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "debug": "^4.1.0"
+      },
+      "engines": {
+        "node": ">= 8.0"
+      }
+    },
     "node_modules/superjson": {
       "version": "2.2.6",
       "resolved": "https://registry.npmmirror.com/superjson/-/superjson-2.2.6.tgz",
@@ -18880,6 +21706,32 @@
         "streamx": "^2.12.5"
       }
     },
+    "node_modules/temp": {
+      "version": "0.9.4",
+      "resolved": "https://registry.npmjs.org/temp/-/temp-0.9.4.tgz",
+      "integrity": "sha512-yYrrsWnrXMcdsnu/7YMYAofM1ktpL5By7vZhf15CrXijWWrEYZks5AXBudalfSWJLlnen/QUJUB5aoB0kqZUGA==",
+      "dev": true,
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "mkdirp": "^0.5.1",
+        "rimraf": "~2.6.2"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/temp-file": {
+      "version": "3.4.0",
+      "resolved": "https://registry.npmjs.org/temp-file/-/temp-file-3.4.0.tgz",
+      "integrity": "sha512-C5tjlC/HCtVUOi3KWVokd4vHVViOmGjtLwIh4MuzPo/nMYTV/p1urt3RnMz2IWXDdKEGJH3k5+KPxtqRsUYGtg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "async-exit-hook": "^2.0.1",
+        "fs-extra": "^10.0.0"
+      }
+    },
     "node_modules/terser": {
       "version": "5.49.0",
       "resolved": "https://registry.npmmirror.com/terser/-/terser-5.49.0.tgz",
@@ -18913,6 +21765,26 @@
         "b4a": "^1.6.4"
       }
     },
+    "node_modules/tiny-async-pool": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/tiny-async-pool/-/tiny-async-pool-1.3.0.tgz",
+      "integrity": "sha512-01EAw5EDrcVrdgyCLgoSPvqznC0sVxDSVeiOz09FUpjh71G79VCqneOr+xvt7T1r76CF6ZZfPjHorN2+d+3mqA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "semver": "^5.5.0"
+      }
+    },
+    "node_modules/tiny-async-pool/node_modules/semver": {
+      "version": "5.7.2",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-5.7.2.tgz",
+      "integrity": "sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver"
+      }
+    },
     "node_modules/tiny-inflate": {
       "version": "1.0.3",
       "resolved": "https://registry.npmmirror.com/tiny-inflate/-/tiny-inflate-1.0.3.tgz",
@@ -18996,6 +21868,26 @@
         "node": ">=14.0.0"
       }
     },
+    "node_modules/tmp": {
+      "version": "0.2.7",
+      "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.7.tgz",
+      "integrity": "sha512-e0votIpp4Uo2AJYSzVHV6xCcawuiez3DzqDAbrTc3YxBkplN6e+dM13ZeIcZnDg/QpSuU2zfZ3rzwY8ukEnaXw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=14.14"
+      }
+    },
+    "node_modules/tmp-promise": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/tmp-promise/-/tmp-promise-3.0.3.tgz",
+      "integrity": "sha512-RwM7MoPojPxsOBYnyd2hy0bxtIlVrihNs9pj5SUvY8Zz1sQcQG2tG1hSr8PDxfgEB8RNKDhqbIlroIarSNDNsQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "tmp": "^0.2.0"
+      }
+    },
     "node_modules/to-regex-range": {
       "version": "5.0.1",
       "resolved": "https://registry.npmmirror.com/to-regex-range/-/to-regex-range-5.0.1.tgz",
@@ -19068,6 +21960,16 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/truncate-utf8-bytes": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/truncate-utf8-bytes/-/truncate-utf8-bytes-1.0.2.tgz",
+      "integrity": "sha512-95Pu1QXQvruGEhv62XCMO3Mm90GscOCClvrIUwCM0PYOXK3kaF3l3sIHxx71ThJfcbM2O5Au6SO3AWCSEfW4mQ==",
+      "dev": true,
+      "license": "WTFPL",
+      "dependencies": {
+        "utf8-byte-length": "^1.0.1"
+      }
+    },
     "node_modules/ts-api-utils": {
       "version": "2.5.0",
       "resolved": "https://registry.npmmirror.com/ts-api-utils/-/ts-api-utils-2.5.0.tgz",
@@ -19387,6 +22289,16 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/universalify": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz",
+      "integrity": "sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
     "node_modules/unplugin": {
       "version": "3.3.0",
       "resolved": "https://registry.npmmirror.com/unplugin/-/unplugin-3.3.0.tgz",
@@ -19815,6 +22727,35 @@
         "pkg-types": "^2.3.0"
       }
     },
+    "node_modules/unzipper": {
+      "version": "0.12.5",
+      "resolved": "https://registry.npmjs.org/unzipper/-/unzipper-0.12.5.tgz",
+      "integrity": "sha512-tXYOi9R57Uj/2Z25SOs5RRSzq886MBQj2gY8dPL+xl/kv6s6SvByoKfAtvfVeEuhntWDgjd2o9p2lb4TVPAz0A==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "bluebird": "~3.7.2",
+        "duplexer2": "~0.1.4",
+        "fs-extra": "11.3.1",
+        "graceful-fs": "^4.2.2",
+        "node-int64": "^0.4.0"
+      }
+    },
+    "node_modules/unzipper/node_modules/fs-extra": {
+      "version": "11.3.1",
+      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-11.3.1.tgz",
+      "integrity": "sha512-eXvGGwZ5CL17ZSwHWd3bbgk7UUpF6IFHtP57NYYakPvHOs8GDgDe5KJI36jIJzDkJ6eJjuzRA8eBQb6SkKue0g==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "graceful-fs": "^4.2.0",
+        "jsonfile": "^6.0.1",
+        "universalify": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=14.14"
+      }
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.2.3",
       "resolved": "https://registry.npmmirror.com/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz",
@@ -19860,6 +22801,13 @@
         "punycode": "^2.1.0"
       }
     },
+    "node_modules/utf8-byte-length": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/utf8-byte-length/-/utf8-byte-length-1.0.5.tgz",
+      "integrity": "sha512-Xn0w3MtiQ6zoz2vFyUVruaCL53O/DwUvkEeOvj+uulMm0BkUGYWmBYVyElqZaSLhY6ZD0ulfU3aBra2aVT4xfA==",
+      "dev": true,
+      "license": "(WTFPL OR MIT)"
+    },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmmirror.com/util-deprecate/-/util-deprecate-1.0.2.tgz",
@@ -21410,6 +24358,20 @@
       "integrity": "sha512-dpojBhNsCNN7T82Tm7k26A6G9ML3NkhDsnw9n/eoxSRlVBB4CEtIQ/KTCLI2Fwf3ataSXRhYFkQi3SlnFwPvPQ==",
       "license": "MIT"
     },
+    "node_modules/webcrypto-core": {
+      "version": "1.9.2",
+      "resolved": "https://registry.npmjs.org/webcrypto-core/-/webcrypto-core-1.9.2.tgz",
+      "integrity": "sha512-gsXecm82UQNlTBURJGuqOWy1Ww08S3kZUcr3aOJS02Pk0xLtkfeUAVC0u0xhgdonFme80edSJUIJyuvL/7250Q==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@peculiar/asn1-schema": "^2.7.0",
+        "@peculiar/json-schema": "^1.1.12",
+        "@peculiar/utils": "^2.0.2",
+        "asn1js": "^3.0.10",
+        "tslib": "^2.8.1"
+      }
+    },
     "node_modules/webidl-conversions": {
       "version": "3.0.1",
       "resolved": "https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
@@ -21573,6 +24535,13 @@
         "node": ">=8"
       }
     },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "dev": true,
+      "license": "ISC"
+    },
     "node_modules/ws": {
       "version": "8.21.1",
       "resolved": "https://registry.npmmirror.com/ws/-/ws-8.21.1.tgz",
@@ -21620,6 +24589,16 @@
         "node": ">=12"
       }
     },
+    "node_modules/xmlbuilder": {
+      "version": "15.1.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-15.1.1.tgz",
+      "integrity": "sha512-yMqGBqtXyeN1e3TGYvgNgDVZ3j84W4cwkOXQswghol6APgZWaff9lnbvN7MHYJOiXsvGPXtjTYJEiC9J2wv9Eg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8.0"
+      }
+    },
     "node_modules/y-protocols": {
       "version": "1.0.7",
       "resolved": "https://registry.npmmirror.com/y-protocols/-/y-protocols-1.0.7.tgz",
diff --git a/package.json b/package.json
index 9635965..4e758bf 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "pichost",
-  "version": "1.5.0",
+  "version": "1.5.1",
   "description": "Self-hosted image hosting for your NAS / home server — Nuxt admin UI, local disk or S3-compatible storage, server-side WebP compression, referer protection, Twikoo/EasyImage compatible.",
   "homepage": "https://github.com/O96u/PicHost#readme",
   "repository": {
@@ -22,6 +22,7 @@
   "license": "GPL-3.0-only",
   "private": true,
   "type": "module",
+  "main": "desktop/main.cjs",
   "packageManager": "npm@11.12.1",
   "scripts": {
     "build": "nuxt build",
@@ -42,7 +43,10 @@
     "docs:prepare": "node docs-site/copy-screenshots.mjs",
     "docs:dev": "npm run docs:prepare && vitepress dev docs-site",
     "docs:build": "npm run docs:prepare && vitepress build docs-site",
-    "docs:preview": "npm run docs:prepare && vitepress preview docs-site"
+    "docs:preview": "npm run docs:prepare && vitepress preview docs-site",
+    "desktop:prepare": "node desktop/prepare-runtime.mjs",
+    "desktop:dev": "npm run desktop:prepare && electron .",
+    "desktop:build": "npm run desktop:prepare && electron-builder --win nsis --x64"
   },
   "dependencies": {
     "@aws-sdk/client-s3": "^3.876.0",
@@ -62,6 +66,8 @@
     "@nuxt/eslint": "^1.16.0",
     "@types/node": "^22.15.0",
     "@types/tar": "^6.1.13",
+    "electron": "^44.9.0",
+    "electron-builder": "^26.15.3",
     "eslint": "^10.6.0",
     "mermaid": "^11.17.2",
     "typescript": "^6.0.3",
diff --git a/server/api/files/index.get.ts b/server/api/files/index.get.ts
index 1625391..c0431fa 100644
--- a/server/api/files/index.get.ts
+++ b/server/api/files/index.get.ts
@@ -117,6 +117,9 @@ export async function handleFileList(
       transcodeProgress: stored.transcodeProgress ?? 0,
       ...(stored.transcodeError ? { transcodeError: stored.transcodeError } : {}),
       ...(stored.transcodePreset ? { transcodePreset: stored.transcodePreset } : {}),
+      ...(stored.transcodeStartedAt
+        ? { transcodeStartedAt: stored.transcodeStartedAt }
+        : {}),
       ...(stored.sourceDeleted ? { sourceDeleted: true } : {}),
       ...(stored.thumbKey
         ? { thumbUrl: resolveImageUrl(event, stored.thumbKey, stored.backendId) }
diff --git a/server/api/version/latest.get.ts b/server/api/version/latest.get.ts
index 892a38b..7dbc7a0 100644
--- a/server/api/version/latest.get.ts
+++ b/server/api/version/latest.get.ts
@@ -12,6 +12,17 @@ export default defineEventHandler(async (event) => {
   const currentVersion = resolveRuntimeAppVersion(
     String(config.appVersion ?? '')
   )
+
+  // 桌面版保持完全离线，不主动请求远端版本信息。
+  if (process.env.PIC_HOST_DESKTOP === '1') {
+    return {
+      currentVersion,
+      latestVersion: null,
+      updateAvailable: false,
+      releaseUrl: null
+    }
+  }
+
   const query = getQuery(event)
   const force = query.refresh === '1' || query.refresh === 'true'
   const latest = await fetchLatestGitHubRelease(force)
diff --git a/server/utils/image-index.ts b/server/utils/image-index.ts
index f5af036..cc90018 100644
--- a/server/utils/image-index.ts
+++ b/server/utils/image-index.ts
@@ -47,6 +47,7 @@ export interface ImageIndexRow {
   source_deleted: number
   transcode_preset: string | null
   transcode_error: string | null
+  transcode_started_at: string | null
 }
 
 function keyToFilePath(key: string): string {
@@ -80,6 +81,7 @@ function rowToStoredImage(row: ImageIndexRow): StoredImage {
     sourceDeleted: Number(row.source_deleted ?? 0) === 1,
     transcodePreset: row.transcode_preset ?? null,
     transcodeError: row.transcode_error ?? null,
+    transcodeStartedAt: row.transcode_started_at ?? null,
     mtimeMs: Number.isFinite(uploadedMs) ? uploadedMs : Date.now()
   }
 }
@@ -234,7 +236,7 @@ export async function purgeOrphanImageIndexRows(): Promise<number> {
 export function getImageIndexRow(key: string): ImageIndexRow | null {
   ensureStorageSchema()
   const row = getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE key = ?
   `).get(key) as ImageIndexRow | undefined
@@ -427,7 +429,7 @@ export function getImageTotals(): { count: number, bytes: number } {
 export function listAllImageIndexRows(): ImageIndexRow[] {
   ensureStorageSchema()
   return getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     ORDER BY key ASC
   `).all() as unknown as ImageIndexRow[]
@@ -439,7 +441,7 @@ export function listImageIndexRowsAfter(
 ): ImageIndexRow[] {
   ensureStorageSchema()
   return getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE key > ?
     ORDER BY key ASC
@@ -450,7 +452,7 @@ export function listImageIndexRowsAfter(
 export function listImageIndexRowsForUser(userId: number): ImageIndexRow[] {
   ensureStorageSchema()
   return getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE user_id = ?
     ORDER BY key ASC
@@ -460,7 +462,7 @@ export function listImageIndexRowsForUser(userId: number): ImageIndexRow[] {
 export function listImageIndexRowsByBackend(backendId: string): ImageIndexRow[] {
   ensureStorageSchema()
   return getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE backend_id = ?
     ORDER BY key ASC
@@ -485,6 +487,7 @@ export function updateImageTranscode(
     size?: number
     preset?: string | null
     error?: string | null
+    startedAt?: string | null
   }
 ): void {
   ensureStorageSchema()
@@ -496,7 +499,8 @@ export function updateImageTranscode(
         source_deleted = COALESCE(?, source_deleted),
         size = COALESCE(?, size),
         transcode_preset = COALESCE(?, transcode_preset),
-        transcode_error = ?
+        transcode_error = ?,
+        transcode_started_at = COALESCE(?, transcode_started_at)
     WHERE key = ?
   `).run(
     input.status,
@@ -506,6 +510,7 @@ export function updateImageTranscode(
     input.size ?? null,
     input.preset ?? null,
     input.error ?? null,
+    input.startedAt ?? null,
     key
   )
 }
@@ -703,7 +708,7 @@ export async function listImages(options: {
   const backendSql = buildBackendFilterSql(options.backendId, params)
   const tagSql = buildTagFilterSql(options.tagFilter, params)
   const rows = getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE ${clauses.join(' AND ')}${userSql}${backendSql}${tagSql}
     ORDER BY uploaded_at DESC, key DESC
@@ -749,7 +754,7 @@ export async function searchImages(options: {
   const backendSql = buildBackendFilterSql(options.backendId, params)
   const tagSql = buildTagFilterSql(options.tagFilter, params)
   const rows = getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE ${clauses.join(' AND ')}${userSql}${backendSql}${tagSql}
     ORDER BY uploaded_at DESC, key DESC
@@ -883,7 +888,7 @@ export async function getUserScopedStorageStats(
 export async function listImageKeysForAutoDelete(): Promise<StoredImage[]> {
   ensureStorageSchema()
   const rows = getDb().prepare(`
-    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_error
+    SELECT key, backend_id, user_id, folder, media_type, original_name, content_type, size, uploaded_at, hls_key, transcode_status, transcode_progress, thumb_key, source_deleted, transcode_preset, transcode_started_at, transcode_error
     FROM images
     WHERE media_type = 'image'
     ORDER BY uploaded_at ASC
diff --git a/server/utils/media-assets.test.ts b/server/utils/media-assets.test.ts
index 58614c3..ccdf52a 100644
--- a/server/utils/media-assets.test.ts
+++ b/server/utils/media-assets.test.ts
@@ -19,7 +19,8 @@ const row: ImageIndexRow = {
   thumb_key: 'videos/2026/10/example.webp',
   source_deleted: 0,
   transcode_preset: 'veryfast',
-  transcode_error: null
+  transcode_error: null,
+  transcode_started_at: null
 }
 
 async function createBackend() {
diff --git a/server/utils/storage-backends.ts b/server/utils/storage-backends.ts
index 3cbcb62..d8a03ce 100644
--- a/server/utils/storage-backends.ts
+++ b/server/utils/storage-backends.ts
@@ -95,6 +95,7 @@ const STORAGE_SCHEMA_THUMB_KEY = 'storage_schema_thumb'
 const STORAGE_SCHEMA_SOURCE_DELETED_KEY = 'storage_schema_source_deleted'
 const STORAGE_SCHEMA_TRANSCODE_PRESET_KEY = 'storage_schema_transcode_preset'
 const STORAGE_SCHEMA_TRANSCODE_ERROR_KEY = 'storage_schema_transcode_error'
+const STORAGE_SCHEMA_TRANSCODE_STARTED_KEY = 'storage_schema_transcode_started'
 
 /** images 表新增 media_type 列（区分图床图片与文件床文件） */
 function migrateImagesMediaType(database: DatabaseSync): void {
@@ -254,6 +255,27 @@ function migrateImagesTranscodeError(database: DatabaseSync): void {
   `).run(STORAGE_SCHEMA_TRANSCODE_ERROR_KEY, new Date().toISOString())
 }
 
+/** images 表新增「转码开始时间」列 */
+function migrateImagesTranscodeStarted(database: DatabaseSync): void {
+  const migrated = database.prepare(`
+    SELECT value FROM settings WHERE key = ?
+  `).get(STORAGE_SCHEMA_TRANSCODE_STARTED_KEY) as { value?: string } | undefined
+
+  if (migrated?.value === '1') return
+
+  const columns = database.prepare('PRAGMA table_info(images)').all() as Array<{
+    name: string
+  }>
+  if (!columns.some(column => column.name === 'transcode_started_at')) {
+    database.exec('ALTER TABLE images ADD COLUMN transcode_started_at TEXT')
+  }
+
+  database.prepare(`
+    INSERT OR REPLACE INTO settings (key, value, updated_at)
+    VALUES (?, '1', ?)
+  `).run(STORAGE_SCHEMA_TRANSCODE_STARTED_KEY, new Date().toISOString())
+}
+
 function migrateStorageTables(database: DatabaseSync): void {
   database.exec(`
     CREATE TABLE IF NOT EXISTS storage_backends (
@@ -286,6 +308,7 @@ function migrateStorageTables(database: DatabaseSync): void {
       source_deleted INTEGER NOT NULL DEFAULT 0,
       transcode_preset TEXT,
       transcode_error TEXT,
+      transcode_started_at TEXT,
       FOREIGN KEY (backend_id) REFERENCES storage_backends(id)
     );
     CREATE INDEX IF NOT EXISTS idx_images_uploaded_at ON images(uploaded_at DESC);
@@ -308,6 +331,7 @@ function migrateStorageTables(database: DatabaseSync): void {
   migrateImagesSourceDeleted(database)
   migrateImagesTranscodePreset(database)
   migrateImagesTranscodeError(database)
+  migrateImagesTranscodeStarted(database)
   database.exec(`
     CREATE INDEX IF NOT EXISTS idx_images_media_type ON images(media_type);
   `)
diff --git a/server/utils/storage/types.ts b/server/utils/storage/types.ts
index 9d9c4be..7a95f40 100644
--- a/server/utils/storage/types.ts
+++ b/server/utils/storage/types.ts
@@ -25,6 +25,8 @@ export interface StoredImage extends StoredImageMeta {
   transcodeProgress?: number
   /** 本视频使用的转码档位 */
   transcodePreset?: string | null
+  /** 转码开始时间（ISO） */
+  transcodeStartedAt?: string | null
   /** 转码失败原因 */
   transcodeError?: string | null
   /** 视频封面缩略图 key */
diff --git a/server/utils/transcode.ts b/server/utils/transcode.ts
index 9560fc8..c89a48e 100644
--- a/server/utils/transcode.ts
+++ b/server/utils/transcode.ts
@@ -705,7 +705,10 @@ let activeCount = 0
 
 async function processOne(job: QueuedTranscode): Promise<void> {
   const { videoKey } = job
-  updateImageTranscode(videoKey, { status: 'running' })
+  updateImageTranscode(videoKey, {
+    status: 'running',
+    startedAt: new Date().toISOString()
+  })
 
   try {
     const { playlistKey, totalBytes } = await transcodeVideoToHls(videoKey, job)