diff --git a/danmu_api/apis/dandan-api.js b/danmu_api/apis/dandan-api.js
index 645d89c..b86b482 100644
--- a/danmu_api/apis/dandan-api.js
+++ b/danmu_api/apis/dandan-api.js
@@ -421,8 +421,12 @@ async function matchAniAndEp(season, episode, year, searchData, title, req, plat
     // 判断剧集
     const normalizedTitle = normalizeSpaces(title);
     for (const anime of searchData.animes) {
-      if (globals.rememberLastSelect && preferAnimeId && anime.bangumiId.toString() !== preferAnimeId.toString() &&
-          anime.animeId.toString() !== preferAnimeId.toString()) continue;
+      const animeIsPrefer = 
+        globals.rememberLastSelect && 
+        preferAnimeId && 
+        String(anime.bangumiId) !== String(preferAnimeId) && 
+        String(anime.animeId) !== String(preferAnimeId);
+      if (animeIsPrefer) continue;
       if (normalizeSpaces(anime.animeTitle).includes(normalizedTitle)) {
         // 年份匹配优先于季匹配
         if (!matchYear(anime, year)) {
@@ -445,7 +449,7 @@ async function matchAniAndEp(season, episode, year, searchData, title, req, plat
         log("info", "过滤后的集标题", filteredEpisodes.map(episode => episode.episodeTitle));
 
         // 年份匹配通过后，再判断season
-        if (matchSeason(anime, title, season)) {
+        if (matchSeason(anime, title, season) || !animeIsPrefer) {
           // 使用新的集数匹配策略
           const matchedEpisode = findEpisodeByNumber(filteredEpisodes, episode, platform);
           if (matchedEpisode) {
@@ -459,7 +463,12 @@ async function matchAniAndEp(season, episode, year, searchData, title, req, plat
   } else {
     // 判断电影
     for (const anime of searchData.animes) {
-      if (globals.rememberLastSelect && preferAnimeId && anime.bangumiId.toString() !== preferAnimeId.toString()) continue;
+      const animeIsPrefer = 
+        globals.rememberLastSelect && 
+        preferAnimeId && 
+        String(anime.bangumiId) !== String(preferAnimeId) && 
+        String(anime.animeId) !== String(preferAnimeId);
+      if (animeIsPrefer) continue;
       const animeTitle = anime.animeTitle.split("(")[0].trim();
       if (animeTitle === title) {
         // 年份匹配优先
diff --git a/danmu_api/configs/globals.js b/danmu_api/configs/globals.js
index 9340328..3987f1f 100644
--- a/danmu_api/configs/globals.js
+++ b/danmu_api/configs/globals.js
@@ -13,7 +13,7 @@ export const Globals = {
   accessedEnvVars: {},
 
   // 静态常量
-  VERSION: '1.11.0',
+  VERSION: '1.11.1',
   MAX_LOGS: 500, // 日志存储，最多保存 500 行
   MAX_ANIMES: 100,
 
diff --git a/danmu_api/utils/cache-util.js b/danmu_api/utils/cache-util.js
index 024d67f..88f2303 100644
--- a/danmu_api/utils/cache-util.js
+++ b/danmu_api/utils/cache-util.js
@@ -233,6 +233,7 @@ export function storeAnimeIdsToMap(curAnimes, key) {
     // 保存旧的prefer值
     const oldValue = globals.lastSelectMap.get(key);
     const oldPrefer = oldValue?.prefer;
+    const oldSource = oldValue?.source;
 
     // 如果key已存在，先删除它（为了更新顺序，保证 FIFO）
     if (globals.lastSelectMap.has(key)) {
@@ -242,7 +243,7 @@ export function storeAnimeIdsToMap(curAnimes, key) {
     // 添加新记录，保留prefer字段
     globals.lastSelectMap.set(key, {
         animeIds: [...uniqueAnimeIds],
-        ...(oldPrefer !== undefined && { prefer: oldPrefer })
+        ...(oldPrefer !== undefined && { prefer: oldPrefer, source: oldSource })
     });
 
     // 检查是否超过 MAX_LAST_SELECT_MAP，超过则删除最早的