diff --git a/src/Snap.Hutao/Snap.Hutao/Model/Entity/SettingEntry.Constant.cs b/src/Snap.Hutao/Snap.Hutao/Model/Entity/SettingEntry.Constant.cs
index 1263d84f..66d3fa06 100644
--- a/src/Snap.Hutao/Snap.Hutao/Model/Entity/SettingEntry.Constant.cs
+++ b/src/Snap.Hutao/Snap.Hutao/Model/Entity/SettingEntry.Constant.cs
@@ -19,6 +19,7 @@ internal sealed partial class SettingEntry
     public const string AnnouncementRegion = "AnnouncementRegion";
 
     public const string IsEmptyHistoryWishVisible = "IsEmptyHistoryWishVisible";
+    public const string IsNeverHeldStatisticsItemVisible = "IsNeverHeldStatisticsItemVisible";
 
     public const string GeetestCustomCompositeUrl = "GeetestCustomCompositeUrl";
 
diff --git a/src/Snap.Hutao/Snap.Hutao/Resource/Localization/SH.resx b/src/Snap.Hutao/Snap.Hutao/Resource/Localization/SH.resx
index 34f52421..3246063b 100644
--- a/src/Snap.Hutao/Snap.Hutao/Resource/Localization/SH.resx
+++ b/src/Snap.Hutao/Snap.Hutao/Resource/Localization/SH.resx
@@ -2636,6 +2636,12 @@
   <data name="ViewPageSettingKeyShortcutHeader" xml:space="preserve">
     <value>快捷键</value>
   </data>
+  <data name="ViewPageSettingNeverHeldItemVisibleDescription" xml:space="preserve">
+    <value>在祈愿记录页面显示或隐藏未持有过的角色或武器</value>
+  </data>
+  <data name="ViewPageSettingNeverHeldItemVisibleHeader" xml:space="preserve">
+    <value>未持有过的角色或武器</value>
+  </data>
   <data name="ViewPageSettingOfficialSiteNavigate" xml:space="preserve">
     <value>前往官网</value>
   </data>
diff --git a/src/Snap.Hutao/Snap.Hutao/Service/AppOptions.cs b/src/Snap.Hutao/Snap.Hutao/Service/AppOptions.cs
index b09b066b..a8538a73 100644
--- a/src/Snap.Hutao/Snap.Hutao/Service/AppOptions.cs
+++ b/src/Snap.Hutao/Snap.Hutao/Service/AppOptions.cs
@@ -15,6 +15,7 @@ namespace Snap.Hutao.Service;
 [Injection(InjectAs.Singleton)]
 internal sealed partial class AppOptions : DbStoreOptions
 {
+    private bool? isNeverHeldStatisticsItemVisible;
     private bool? isEmptyHistoryWishVisible;
     private BackdropType? backdropType;
     private ElementTheme? elementTheme;
@@ -28,6 +29,12 @@ internal sealed partial class AppOptions : DbStoreOptions
         set => SetOption(ref isEmptyHistoryWishVisible, SettingEntry.IsEmptyHistoryWishVisible, value);
     }
 
+    public bool IsNeverHeldStatisticsItemVisible
+    {
+        get => GetOption(ref isNeverHeldStatisticsItemVisible, SettingEntry.IsNeverHeldStatisticsItemVisible);
+        set => SetOption(ref isNeverHeldStatisticsItemVisible, SettingEntry.IsNeverHeldStatisticsItemVisible, value);
+    }
+
     public List<NameValue<BackdropType>> BackdropTypes { get; } = CollectionsNameValue.FromEnum<BackdropType>(type => type >= 0);
 
     public BackdropType BackdropType
diff --git a/src/Snap.Hutao/Snap.Hutao/Service/GachaLog/Factory/GachaStatisticsFactory.cs b/src/Snap.Hutao/Snap.Hutao/Service/GachaLog/Factory/GachaStatisticsFactory.cs
index 035fb8bd..69e2c5fc 100644
--- a/src/Snap.Hutao/Snap.Hutao/Service/GachaLog/Factory/GachaStatisticsFactory.cs
+++ b/src/Snap.Hutao/Snap.Hutao/Service/GachaLog/Factory/GachaStatisticsFactory.cs
@@ -3,6 +3,7 @@
 
 using Snap.Hutao.Core.ExceptionService;
 using Snap.Hutao.Model.Intrinsic;
+using Snap.Hutao.Model.Metadata;
 using Snap.Hutao.Model.Metadata.Avatar;
 using Snap.Hutao.Model.Metadata.Weapon;
 using Snap.Hutao.Service.Metadata;
@@ -10,6 +11,7 @@ using Snap.Hutao.Service.Metadata.ContextAbstraction;
 using Snap.Hutao.ViewModel.GachaLog;
 using Snap.Hutao.Web.Hoyolab.Hk4e.Event.GachaInfo;
 using Snap.Hutao.Web.Hutao.GachaLog;
+using System.Collections.Frozen;
 using System.Runtime.InteropServices;
 
 namespace Snap.Hutao.Service.GachaLog.Factory;
@@ -22,6 +24,16 @@ namespace Snap.Hutao.Service.GachaLog.Factory;
 [Injection(InjectAs.Scoped, typeof(IGachaStatisticsFactory))]
 internal sealed partial class GachaStatisticsFactory : IGachaStatisticsFactory
 {
+    private static readonly FrozenSet<uint> BlueStandardWeaponIdsSet = FrozenSet.ToFrozenSet(
+    [
+        11301U, 11302U, 11306U, 12301U, 12302U, 12305U, 13303U, 14301U, 14302U, 14304U, 15301U, 15302U, 15304U
+    ]);
+
+    private static readonly FrozenSet<uint> PurpleStandardWeaponIdsSet = FrozenSet.ToFrozenSet(
+    [
+        11401U, 11402U, 11403U, 11405U, 12401U, 12402U, 12403U, 12405U, 13401U, 13407U, 14401U, 14402U, 14403U, 14409U, 15401U, 15402U, 15403U, 15405U
+    ]);
+
     private readonly IMetadataService metadataService;
     private readonly HomaGachaLogClient homaGachaLogClient;
     private readonly ITaskContext taskContext;
@@ -33,7 +45,7 @@ internal sealed partial class GachaStatisticsFactory : IGachaStatisticsFactory
         await taskContext.SwitchToBackgroundAsync();
 
         List<HistoryWishBuilder> historyWishBuilders = context.GachaEvents.SelectList(gachaEvent => new HistoryWishBuilder(gachaEvent, context));
-        return CreateCore(taskContext, homaGachaLogClient, items, historyWishBuilders, context, options.IsEmptyHistoryWishVisible);
+        return CreateCore(taskContext, homaGachaLogClient, items, historyWishBuilders, context, options.IsEmptyHistoryWishVisible, options.IsNeverHeldStatisticsItemVisible);
     }
 
     private static GachaStatistics CreateCore(
@@ -42,7 +54,8 @@ internal sealed partial class GachaStatisticsFactory : IGachaStatisticsFactory
         List<Model.Entity.GachaItem> items,
         List<HistoryWishBuilder> historyWishBuilders,
         in GachaLogServiceMetadataContext context,
-        bool isEmptyHistoryWishVisible)
+        bool isEmptyHistoryWishVisible,
+        bool isNeverHeldStatisticsItemVisible)
     {
         TypedWishSummaryBuilderContext standardContext = TypedWishSummaryBuilderContext.StandardWish(taskContext, gachaLogClient);
         TypedWishSummaryBuilder standardWishBuilder = new(standardContext);
@@ -62,6 +75,45 @@ internal sealed partial class GachaStatisticsFactory : IGachaStatisticsFactory
         Dictionary<Weapon, int> purpleWeaponCounter = [];
         Dictionary<Weapon, int> blueWeaponCounter = [];
 
+        if (isNeverHeldStatisticsItemVisible)
+        {
+            orangeAvatarCounter = context.IdAvatarMap.Values
+                .Where(avatar => avatar.Quality == QualityType.QUALITY_ORANGE)
+                .ToDictionary(avatar => avatar, _ => 0);
+            purpleAvatarCounter = context.IdAvatarMap.Values
+               .Where(avatar => avatar.Quality == QualityType.QUALITY_PURPLE)
+               .ToDictionary(avatar => avatar, _ => 0);
+            orangeWeaponCounter = context.IdWeaponMap.Values
+               .Where(weapon => weapon.Quality == QualityType.QUALITY_ORANGE)
+               .ToDictionary(weapon => weapon, _ => 0);
+
+            HashSet<Weapon> purpleWeapons = [];
+            foreach (uint weaponId in PurpleStandardWeaponIdsSet)
+            {
+                purpleWeapons.Add(context.IdWeaponMap[weaponId]);
+            }
+
+            foreach (GachaEvent gachaEvent in context.GachaEvents)
+            {
+                if (gachaEvent.Type is GachaType.ActivityWeapon)
+                {
+                    foreach (uint weaponId in gachaEvent.UpPurpleList)
+                    {
+                        purpleWeapons.Add(context.IdWeaponMap[weaponId]);
+                    }
+                }
+            }
+
+            HashSet<Weapon> blueWeapons = [];
+            foreach (uint weaponId in BlueStandardWeaponIdsSet)
+            {
+                blueWeapons.Add(context.IdWeaponMap[weaponId]);
+            }
+
+            purpleWeaponCounter = purpleWeapons.ToDictionary(weapon => weapon, _ => 0);
+            blueWeaponCounter = blueWeapons.ToDictionary(weapon => weapon, _ => 0);
+        }
+
         // Pre group builders
         Dictionary<GachaType, List<HistoryWishBuilder>> historyWishBuilderMap = historyWishBuilders
             .GroupBy(b => b.ConfigType)
diff --git a/src/Snap.Hutao/Snap.Hutao/View/Page/GachaLogPage.xaml b/src/Snap.Hutao/Snap.Hutao/View/Page/GachaLogPage.xaml
index 84c93d6c..c832a6ca 100644
--- a/src/Snap.Hutao/Snap.Hutao/View/Page/GachaLogPage.xaml
+++ b/src/Snap.Hutao/Snap.Hutao/View/Page/GachaLogPage.xaml
@@ -3,7 +3,8 @@
     xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
     xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
     xmlns:cw="using:CommunityToolkit.WinUI"
-    xmlns:cwc="using:CommunityToolkit.WinUI.Controls"
+    xmlns:cwcont="using:CommunityToolkit.WinUI.Controls"
+    xmlns:cwconv="using:CommunityToolkit.WinUI.Converters"
     xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
     xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
     xmlns:mxi="using:Microsoft.Xaml.Interactivity"
@@ -24,6 +25,11 @@
     </mxi:Interaction.Behaviors>
 
     <Page.Resources>
+        <cwconv:DoubleToObjectConverter x:Key="DoubleToOpacityConverter" GreaterThan="0">
+            <cwconv:DoubleToObjectConverter.TrueValue>1.0</cwconv:DoubleToObjectConverter.TrueValue>
+            <cwconv:DoubleToObjectConverter.FalseValue>0.4</cwconv:DoubleToObjectConverter.FalseValue>
+        </cwconv:DoubleToObjectConverter>
+
         <Flyout x:Key="HutaoCloudFlyout">
             <Grid>
                 <mxi:Interaction.Behaviors>
@@ -120,12 +126,12 @@
                             Style="{StaticResource SubtitleTextBlockStyle}"
                             Text="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloudNotAllowed}"
                             TextAlignment="Center"/>
-                        <cwc:SettingsCard
+                        <cwcont:SettingsCard
                             Command="{Binding HutaoCloudViewModel.NavigateToSpiralAbyssRecordCommand}"
                             Description="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloudSpiralAbyssActivityDescription}"
                             Header="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloudSpiralAbyssActivityHeader}"
                             IsClickEnabled="True"/>
-                        <cwc:SettingsCard
+                        <cwcont:SettingsCard
                             Command="{Binding HutaoCloudViewModel.NavigateToAfdianSkuCommand}"
                             Description="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloudAfdianPurchaseDescription}"
                             Header="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloudAfdianPurchaseHeader}"
@@ -210,6 +216,7 @@
                 <shvc:ItemIcon
                     Badge="{Binding Badge}"
                     Icon="{Binding Icon}"
+                    Opacity="{Binding Count, Converter={StaticResource DoubleToOpacityConverter}}"
                     Quality="{Binding Quality}"/>
                 <Border
                     HorizontalAlignment="Right"
@@ -328,14 +335,14 @@
                                                 HorizontalAlignment="Left"
                                                 cw:Effects.Shadow="{ThemeResource CompatCardShadow}">
                                                 <Grid HorizontalAlignment="Center" Style="{StaticResource GridCardStyle}">
-                                                    <cwc:ConstrainedBox AspectRatio="1080:533">
+                                                    <cwcont:ConstrainedBox AspectRatio="1080:533">
                                                         <shci:CachedImage
                                                             HorizontalAlignment="Center"
                                                             VerticalAlignment="Center"
                                                             CornerRadius="{ThemeResource ControlCornerRadius}"
                                                             Source="{Binding SelectedHistoryWish.BannerImage}"
                                                             Stretch="UniformToFill"/>
-                                                    </cwc:ConstrainedBox>
+                                                    </cwcont:ConstrainedBox>
                                                     <Border Grid.ColumnSpan="2" Background="{ThemeResource DarkOnlyOverlayMaskColorBrush}"/>
                                                 </Grid>
                                             </Border>
@@ -507,35 +514,35 @@
                             Style="{StaticResource SubtitleTextBlockStyle}"
                             Text="{shcm:ResourceString Name=ViewPageGachaLogHint}"/>
                         <StackPanel Margin="0,24,0,0" Spacing="{StaticResource SettingsCardSpacing}">
-                            <cwc:SettingsCard
+                            <cwcont:SettingsCard
                                 ActionIconToolTip="{shcm:ResourceString Name=ViewPageGachaLogRefreshAction}"
                                 Command="{Binding RefreshBySTokenCommand}"
                                 Description="{shcm:ResourceString Name=ViewPageGachaLogRefreshBySTokenDescription}"
                                 Header="{shcm:ResourceString Name=ViewPageGachaLogRefreshBySToken}"
                                 HeaderIcon="{shcm:FontIcon Glyph=&#xE192;}"
                                 IsClickEnabled="True"/>
-                            <cwc:SettingsCard
+                            <cwcont:SettingsCard
                                 ActionIconToolTip="{shcm:ResourceString Name=ViewPageGachaLogRefreshAction}"
                                 Command="{Binding RefreshByWebCacheCommand}"
                                 Description="{shcm:ResourceString Name=ViewPageGachaLogRefreshByWebCacheDescription}"
                                 Header="{shcm:ResourceString Name=ViewPageGachaLogRefreshByWebCache}"
                                 HeaderIcon="{shcm:FontIcon Glyph=&#xE81E;}"
                                 IsClickEnabled="True"/>
-                            <cwc:SettingsCard
+                            <cwcont:SettingsCard
                                 ActionIconToolTip="{shcm:ResourceString Name=ViewPageGachaLogInputAction}"
                                 Command="{Binding RefreshByManualInputCommand}"
                                 Description="{shcm:ResourceString Name=ViewPageGachaLogRefreshByManualInputDescription}"
                                 Header="{shcm:ResourceString Name=ViewPageGachaLogRefreshByManualInput}"
                                 HeaderIcon="{shcm:FontIcon Glyph=&#xE765;}"
                                 IsClickEnabled="True"/>
-                            <cwc:SettingsCard
+                            <cwcont:SettingsCard
                                 ActionIconToolTip="{shcm:ResourceString Name=ViewPageGachaLogImportAction}"
                                 Command="{Binding ImportFromUIGFJsonCommand}"
                                 Description="{shcm:ResourceString Name=ViewPageGachaLogImportDescription}"
                                 Header="{shcm:ResourceString Name=ViewPageGachaLogImportHeader}"
                                 HeaderIcon="{shcm:FontIcon Glyph=&#xE8B5;}"
                                 IsClickEnabled="True"/>
-                            <cwc:SettingsCard
+                            <cwcont:SettingsCard
                                 Description="{shcm:ResourceString Name=ViewPageGachaLogRecoverFromHutaoCloudDescription}"
                                 FlyoutBase.AttachedFlyout="{StaticResource HutaoCloudFlyout}"
                                 Header="{shcm:ResourceString Name=ViewPageGachaLogHutaoCloud}"
@@ -546,7 +553,7 @@
                                         <shcb:ShowAttachedFlyoutAction/>
                                     </mxic:EventTriggerBehavior>
                                 </mxi:Interaction.Behaviors>
-                            </cwc:SettingsCard>
+                            </cwcont:SettingsCard>
                         </StackPanel>
                     </StackPanel>
                 </Border>
diff --git a/src/Snap.Hutao/Snap.Hutao/View/Page/SettingPage.xaml b/src/Snap.Hutao/Snap.Hutao/View/Page/SettingPage.xaml
index 3a701268..660c9935 100644
--- a/src/Snap.Hutao/Snap.Hutao/View/Page/SettingPage.xaml
+++ b/src/Snap.Hutao/Snap.Hutao/View/Page/SettingPage.xaml
@@ -559,6 +559,15 @@
                                         OffContent="{shcm:ResourceString Name=ViewPageSettingEmptyHistoryVisibleOff}"
                                         OnContent="{shcm:ResourceString Name=ViewPageSettingEmptyHistoryVisibleOn}"/>
                                 </cwc:SettingsCard>
+                                <cwc:SettingsCard
+                                    Description="{shcm:ResourceString Name=ViewPageSettingNeverHeldItemVisibleDescription}"
+                                    Header="{shcm:ResourceString Name=ViewPageSettingNeverHeldItemVisibleHeader}"
+                                    HeaderIcon="{shcm:FontIcon Glyph=&#xE890;}">
+                                    <ToggleSwitch
+                                        IsOn="{Binding AppOptions.IsNeverHeldStatisticsItemVisible, Mode=TwoWay}"
+                                        OffContent="{shcm:ResourceString Name=ViewPageSettingEmptyHistoryVisibleOff}"
+                                        OnContent="{shcm:ResourceString Name=ViewPageSettingEmptyHistoryVisibleOn}"/>
+                                </cwc:SettingsCard>
                             </StackPanel>
                         </Border>
                     </Border>