diff --git a/src/MaaCore/Task/Fight/StageDropsTaskPlugin.cpp b/src/MaaCore/Task/Fight/StageDropsTaskPlugin.cpp
index 6c8b65409a..c291c52863 100644
--- a/src/MaaCore/Task/Fight/StageDropsTaskPlugin.cpp
+++ b/src/MaaCore/Task/Fight/StageDropsTaskPlugin.cpp
@@ -242,11 +242,6 @@ void asst::StageDropsTaskPlugin::drop_info_callback()
         }
         stats_vec.emplace_back(std::move(info));
     }
-    //// 排个序，数量多的放前面
-    // std::sort(stats_vec.begin(), stats_vec.end(),
-    //     [](const json::value& lhs, const json::value& rhs) -> bool {
-    //         return lhs.at("count").as_integer() > rhs.at("count").as_integer();
-    //     });
 
     json::value info = basic_info_with_what("StageDrops");
     json::value& details = info["details"];
diff --git a/src/MaaWpfGui/Helper/ToolTipHelper.cs b/src/MaaWpfGui/Helper/ToolTipHelper.cs
index 5d9eb2d4ef..76eb391423 100644
--- a/src/MaaWpfGui/Helper/ToolTipHelper.cs
+++ b/src/MaaWpfGui/Helper/ToolTipHelper.cs
@@ -129,7 +129,7 @@ namespace MaaWpfGui.Helper
         /// </summary>
         /// <param name="drops">掉落物列表</param>
         /// <returns>ToolTip</returns>
-        public static ToolTip CreateMaterialDropTooltip(this IEnumerable<(string ItemId, int Total, int Add)> drops)
+        public static ToolTip CreateMaterialDropTooltip(this IEnumerable<(string ItemId, string ItemName, int Total, int Add)> drops)
         {
             var row = new WrapPanel
             {
@@ -140,9 +140,7 @@ namespace MaaWpfGui.Helper
                 MaxWidth = (64 * 5) + (4 * 10),
             };
 
-            foreach (var (itemId, total, add) in drops
-                         .OrderByDescending(x => x.Add)
-                         .ThenByDescending(x => x.Total))
+            foreach (var (itemId, _, total, add) in drops)
             {
                 var image = new Image
                 {
diff --git a/src/MaaWpfGui/Main/AsstProxy.cs b/src/MaaWpfGui/Main/AsstProxy.cs
index 2972cea86d..e40f91db5d 100644
--- a/src/MaaWpfGui/Main/AsstProxy.cs
+++ b/src/MaaWpfGui/Main/AsstProxy.cs
@@ -1515,12 +1515,12 @@ namespace MaaWpfGui.Main
                         var statistics = subTaskDetails!["stats"] ?? new JArray();
                         var stageInfo = subTaskDetails!["stage"] ?? new JObject();
                         int curTimes = (int)(subTaskDetails["cur_times"] ?? -1);
-                        var drops = new List<(string ItemId, int Total, int Add)>();
+                        var drops = new List<(string ItemId, string ItemName, int Total, int Add)>();
 
                         foreach (var item in statistics)
                         {
-                            var itemId = item["itemId"]?.ToString();
-                            var itemName = item["itemName"]?.ToString();
+                            var itemId = item["itemId"]?.ToString() ?? string.Empty;
+                            var itemName = item["itemName"]?.ToString() ?? string.Empty;
                             if (itemName == "furni")
                             {
                                 itemName = LocalizationHelper.GetString("FurnitureDrop");
@@ -1529,28 +1529,34 @@ namespace MaaWpfGui.Main
                             int totalQuantity = (int)(item["quantity"] ?? -1);
                             int addQuantity = (int)(item["addQuantity"] ?? -1);
 
+                            drops.Add((itemId, itemName, totalQuantity, addQuantity));
+                        }
+
+                        // 先按新增数量降序，再按总数量降序
+                        drops = [.. drops.OrderByDescending(x => x.Add).ThenByDescending(x => x.Total)];
+
+                        foreach (var (_, itemName, totalQuantity, addQuantity) in drops)
+                        {
                             allDrops += $"{itemName} : {totalQuantity:#,#}";
                             if (addQuantity > 0)
                             {
                                 allDrops += $" (+{addQuantity:#,#})";
                             }
 
-                            if (!string.IsNullOrEmpty(itemId))
-                            {
-                                drops.Add((itemId, totalQuantity, addQuantity));
-                            }
-
                             allDrops += "\n";
                         }
 
                         var stageCode = stageInfo["stageCode"]?.ToString();
                         allDrops = allDrops.EndsWith('\n') ? allDrops.TrimEnd('\n') : LocalizationHelper.GetString("NoDrop");
+
+                        var dropsForTooltip = drops.Where(x => !string.IsNullOrEmpty(x.ItemId)).ToList();
+
                         Instances.TaskQueueViewModel.AddLog(
                             $"{stageCode} {LocalizationHelper.GetString("TotalDrop")}\n" +
                             $"{allDrops}{(curTimes >= 0
                                 ? $"\n{LocalizationHelper.GetString("CurTimes")} : {curTimes}"
                                 : string.Empty)}",
-                            toolTip: drops.CreateMaterialDropTooltip());
+                            toolTip: dropsForTooltip.CreateMaterialDropTooltip());
 
                         AchievementTrackerHelper.Instance.AddProgressToGroup(AchievementIds.SanitySpenderGroup, curTimes > 0 ? curTimes : 1);