diff --git a/app/src/main/kotlin/com/hippo/ehviewer/client/data/GalleryPreview.kt b/app/src/main/kotlin/com/hippo/ehviewer/client/data/GalleryPreview.kt
index 50c373c39..f9b181e68 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/client/data/GalleryPreview.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/client/data/GalleryPreview.kt
@@ -15,26 +15,31 @@
  */
 package com.hippo.ehviewer.client.data
 
-import com.hippo.ehviewer.client.keyToUrl
+import com.hippo.ehviewer.client.getThumbKey
+import com.hippo.ehviewer.client.getV2PreviewKey
 
 sealed interface GalleryPreview {
     val url: String
     val imageKey: String
     val position: Int
+    val pToken: String
 }
 
 data class V1GalleryPreview(
-    override val imageKey: String,
+    override val url: String,
     override val position: Int,
+    override val pToken: String,
 ) : GalleryPreview {
-    override val url get() = keyToUrl(imageKey)
+    override val imageKey get() = getThumbKey(url)
 }
 
 data class V2GalleryPreview(
     override val url: String,
-    override val imageKey: String,
     override val position: Int,
+    override val pToken: String,
     val offsetX: Int,
     val clipWidth: Int,
     val clipHeight: Int,
-) : GalleryPreview
+) : GalleryPreview {
+    override val imageKey get() = getV2PreviewKey(url)
+}
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/client/parser/GalleryDetailParser.kt b/app/src/main/kotlin/com/hippo/ehviewer/client/parser/GalleryDetailParser.kt
index ff36b0112..1d1553c69 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/client/parser/GalleryDetailParser.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/client/parser/GalleryDetailParser.kt
@@ -17,7 +17,6 @@ package com.hippo.ehviewer.client.parser
 
 import arrow.core.Either
 import arrow.core.getOrElse
-import arrow.core.unzip
 import com.hippo.ehviewer.EhDB
 import com.hippo.ehviewer.Settings
 import com.hippo.ehviewer.client.EhFilter
@@ -40,7 +39,6 @@ import com.hippo.ehviewer.client.exception.OffensiveException
 import com.hippo.ehviewer.client.exception.ParseException
 import com.hippo.ehviewer.client.exception.PiningException
 import com.hippo.ehviewer.client.getThumbKey
-import com.hippo.ehviewer.client.getV2PreviewKey
 import com.hippo.ehviewer.util.toEpochMillis
 import com.hippo.ehviewer.util.toFloatOrDefault
 import com.hippo.ehviewer.util.toIntOrDefault
@@ -57,25 +55,21 @@ import org.jsoup.select.NodeTraversor
 
 object GalleryDetailParser {
     private val PATTERN_ERROR = Regex("<div class=\"d\">\n<p>([^<]+)</p>")
-    private val PATTERN_DETAIL = Regex(
-        "var gid = (\\d+);.+?var token = \"([a-f0-9]+)\";.+?var apiuid = ([\\-\\d]+);.+?var apikey = \"([a-f0-9]+)\";",
-        RegexOption.DOT_MATCHES_ALL,
-    )
+    private val PATTERN_DETAIL =
+        Regex("var gid = (\\d+);\\s+var token = \"([a-f0-9]+)\";\\s+var apiuid = ([\\-\\d]+);\\s+var apikey = \"([a-f0-9]+)\";")
     private val PATTERN_TORRENT =
         Regex("<a[^<>]*onclick=\"return popUp\\('([^']+)'[^)]+\\)\">Torrent Download \\((\\d+)\\)</a>")
     private val PATTERN_ARCHIVE =
         Regex("<a[^<>]*onclick=\"return popUp\\('([^']+)'[^)]+\\)\">Archive Download</a>")
-    private val PATTERN_COVER = Regex("width:(\\d+)px; height:(\\d+)px.+?url\\((.+?)\\)")
+    private val PATTERN_COVER = Regex("(\\d+)\\D+(\\d+)[^(]+\\(([^)]+)")
     private val PATTERN_PAGES =
         Regex("<tr><td[^<>]*>Length:</td><td[^<>]*>([\\d,]+) pages</td></tr>")
-    private val PATTERN_PREVIEW_PAGES =
-        Regex("<td[^>]+><a[^>]+>([\\d,]+)</a></td><td[^>]+>(?:<a[^>]+>)?&gt;(?:</a>)?</td>")
-    private val PATTERN_NEWER_DATE = Regex(", added (.+?)<br />")
+    private val PATTERN_NEWER_DATE = Regex(", added ([^<]+)<br />")
     private val PATTERN_FAVORITE_SLOT =
-        Regex("/fav.png\\); background-position:0px -(\\d+)px")
+        Regex("/fav\\.png\\); background-position:0px -(\\d+)px")
     private val EMPTY_GALLERY_COMMENT_LIST = GalleryCommentList(emptyList(), false)
     private val PreviewRegex =
-        Regex("<a href=\"([^\"]+)\">(?:<div>)?<div title=\"Page (\\d+)(?:[^\"]+\"){2}\\D+(\\d+)\\D+(\\d+)[^(]+\\(([^)]+)\\)(?: -(\\d+))?")
+        Regex("<a href=\"https[^s#\"]+(?:s/([0-9a-f]{10})/\\d+-|#page)(\\d+)\">(?:<div>)?<div title=\"(?:[^\"]+\"){2}\\D+(\\d+)\\D+(\\d+)[^(]+\\(([^)]+)\\)(?: -(\\d+))?")
 
     // dd MMMM yyyy, HH:mm
     private val WEB_COMMENT_DATE_FORMAT = LocalDateTime.Format {
@@ -107,7 +101,7 @@ object GalleryDetailParser {
         val galleryDetail = GalleryDetail(
             tagGroups = parseTagGroups(document),
             comments = parseComments(document),
-            previewList = parsePreviewList(body).first,
+            previewList = parsePreviewList(body),
         )
         parseDetail(galleryDetail, document, body)
 
@@ -415,35 +409,25 @@ object GalleryDetailParser {
         EMPTY_GALLERY_COMMENT_LIST
     }
 
-    /**
-     * Parse preview pages with regular expressions
-     */
-    fun parsePreviewPages(body: String): Int = PATTERN_PREVIEW_PAGES.find(body)?.groupValues?.get(1)?.toIntOrNull()
-        ?: throw ParseException("Parse preview page count error")
-
     /**
      * Parse pages with regular expressions
      */
     fun parsePages(body: String): Int = PATTERN_PAGES.find(body)?.groupValues?.get(1)?.toIntOrNull()
         ?: throw ParseException("Parse pages error")
 
-    fun parsePreviewList(body: String) = PreviewRegex.findAll(body).unzip {
-        val pageUrl = it.groupValues[1]
+    fun parsePreviewList(body: String) = PreviewRegex.findAll(body).map {
+        val pToken = it.groupValues[1]
         val position = it.groupValues[2].toInt() - 1
         val url = it.groupValues[5]
         val offset = it.groupValues[6]
         if (offset.isEmpty()) {
-            val imageKey = getThumbKey(url)
-            V1GalleryPreview(imageKey, position)
+            V1GalleryPreview(url, position, pToken)
         } else {
-            val imageKey = getV2PreviewKey(url)
             val width = it.groupValues[3].toInt()
             val height = it.groupValues[4].toInt()
-            V2GalleryPreview(url, imageKey, position, offset.toInt(), width, height)
-        } to pageUrl
-    }.run {
-        first.toList().apply {
-            if (isEmpty()) throw ParseException("Parse preview list error")
-        } to second.toList()
+            V2GalleryPreview(url, position, pToken, offset.toInt(), width, height)
+        }
+    }.toList().apply {
+        if (isEmpty()) throw ParseException("Parse preview list error")
     }
 }
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/coil/Extensions.kt b/app/src/main/kotlin/com/hippo/ehviewer/coil/Extensions.kt
index 9b039aed6..828052a3f 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/coil/Extensions.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/coil/Extensions.kt
@@ -30,10 +30,11 @@ fun ImageRequest.Builder.ehUrl(info: GalleryInfo) = apply {
 // Load in original size so the memory cache can be reused for preload requests
 fun ImageRequest.Builder.ehPreview(preview: GalleryPreview) = apply {
     with(preview) {
+        val key = imageKey
         data(url)
         size(SizeResolver.ORIGINAL)
-        memoryCacheKey(imageKey)
-        diskCacheKey(imageKey)
+        memoryCacheKey(key)
+        diskCacheKey(key)
     }
 }
 
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/legacy/SpiderInfoCompat.kt b/app/src/main/kotlin/com/hippo/ehviewer/legacy/SpiderInfoCompat.kt
index 7a03e3772..9c67dac8b 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/legacy/SpiderInfoCompat.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/legacy/SpiderInfoCompat.kt
@@ -10,15 +10,15 @@ fun Path.readLegacySpiderInfo() = read {
     fun readInt() = read().toInt()
     fun readLong() = read().toLong()
 
-    repeat(2) { read() } // We assert that only info v2
+    read() // Skip version, we assert it's v2
+    read() // Skip startPage
     val gid = readLong()
     val token = read()
-    read()
-    val previewPages = readInt()
+    read() // Skip mode
+    read() // Skip previewPages
     val previewPerPage = readInt()
-    val pages = read().toInt()
-    val pTokenMap = hashMapOf<Int, String>()
-    SpiderInfo(gid, token, pages, pTokenMap, previewPages, previewPerPage).apply {
+    val pages = readInt()
+    SpiderInfo(gid, token, pages, previewPerPage = previewPerPage).apply {
         runCatching {
             while (true) {
                 val line = read()
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderInfo.kt b/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderInfo.kt
index 9b8e47a6e..3eda78073 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderInfo.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderInfo.kt
@@ -27,8 +27,6 @@ class SpiderInfo(
 
     val pTokenMap: MutableMap<Int, String> = hashMapOf(),
 
-    var previewPages: Int = -1,
-
     var previewPerPage: Int = -1,
 )
 
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderQueen.kt b/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderQueen.kt
index 914ba9391..101b59fdb 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderQueen.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/spider/SpiderQueen.kt
@@ -34,9 +34,7 @@ import com.hippo.ehviewer.client.exception.QuotaExceededException
 import com.hippo.ehviewer.client.fetchUsingAsText
 import com.hippo.ehviewer.client.parser.GalleryDetailParser.parsePages
 import com.hippo.ehviewer.client.parser.GalleryDetailParser.parsePreviewList
-import com.hippo.ehviewer.client.parser.GalleryDetailParser.parsePreviewPages
 import com.hippo.ehviewer.client.parser.GalleryMultiPageViewerPTokenParser
-import com.hippo.ehviewer.client.parser.GalleryPageUrlParser
 import com.hippo.ehviewer.util.displayString
 import com.hippo.files.find
 import eu.kanade.tachiyomi.util.system.logcat
@@ -321,19 +319,15 @@ class SpiderQueen private constructor(val galleryInfo: GalleryInfo) : CoroutineS
         ?: readFromCache(galleryInfo.gid)?.takeIf { it.gid == galleryInfo.gid && it.token == galleryInfo.token }
 
     private fun readPreviews(body: String, index: Int, spiderInfo: SpiderInfo) {
-        spiderInfo.previewPages = parsePreviewPages(body)
-        val (previewList, pageUrlList) = parsePreviewList(body)
-        if (previewList.isNotEmpty()) {
-            if (index == 0) {
-                spiderInfo.previewPerPage = previewList.size
-            } else {
-                spiderInfo.previewPerPage = previewList[0].position / index
-            }
+        val previewList = parsePreviewList(body)
+        if (index == 0) {
+            spiderInfo.previewPerPage = previewList.size
+        } else {
+            spiderInfo.previewPerPage = previewList[0].position / index
         }
-        pageUrlList.forEach {
-            val result = GalleryPageUrlParser.parse(it)
-            if (result != null) {
-                spiderInfo.pTokenMap[result.page] = result.pToken
+        previewList.forEach {
+            if (it.pToken.isNotEmpty()) {
+                spiderInfo.pTokenMap[it.position] = it.pToken
             }
         }
     }
@@ -370,16 +364,11 @@ class SpiderQueen private constructor(val galleryInfo: GalleryInfo) : CoroutineS
     }
 
     suspend fun getPTokenFromInternet(index: Int): String? {
-        // Check previewIndex
-        var previewIndex: Int
-        previewIndex = if (spiderInfo.previewPerPage >= 0) {
+        val previewIndex = if (spiderInfo.previewPerPage > 0) {
             index / spiderInfo.previewPerPage
         } else {
             0
         }
-        if (spiderInfo.previewPages > 0) {
-            previewIndex = previewIndex.coerceAtMost(spiderInfo.previewPages - 1)
-        }
         val url = getGalleryDetailUrl(
             galleryInfo.gid,
             galleryInfo.token,
@@ -670,6 +659,11 @@ class SpiderQueen private constructor(val galleryInfo: GalleryInfo) : CoroutineS
                     // TODO: Check IP ban
                 }
                 error = it.displayString()
+                if (error == "Invalid page.") {
+                    pTokenLock.withLock {
+                        spiderInfo.pTokenMap.remove(index)
+                    }
+                }
             }
             updatePageState(index, STATE_FAILED, error)
         }
diff --git a/app/src/main/kotlin/com/hippo/ehviewer/ui/screen/GalleryDetailContent.kt b/app/src/main/kotlin/com/hippo/ehviewer/ui/screen/GalleryDetailContent.kt
index 28240ee38..0a3875e10 100644
--- a/app/src/main/kotlin/com/hippo/ehviewer/ui/screen/GalleryDetailContent.kt
+++ b/app/src/main/kotlin/com/hippo/ehviewer/ui/screen/GalleryDetailContent.kt
@@ -805,7 +805,7 @@ private fun GalleryDetail.collectPreviewItems() = rememberInVM(previewList) {
                     (up..end).filterNot { it in previewPagesMap }.map { it / pageSize }.toSet()
                         .parMap(concurrency = Settings.multiThreadDownload) { page ->
                             val url = EhUrl.getGalleryDetailUrl(gid, token, page, false)
-                            EhEngine.getPreviewList(url).first
+                            EhEngine.getPreviewList(url)
                         }.flattenForEach {
                             previewPagesMap[it.position] = it
                             if (Settings.preloadThumbAggressively) {