diff --git a/src/HotChocolate/Fusion/src/Fusion.Execution/Configuration/FusionMemoryPoolOptions.cs b/src/HotChocolate/Fusion/src/Fusion.Execution/Configuration/FusionMemoryPoolOptions.cs
deleted file mode 100644
index 9c6327d28cc..00000000000
--- a/src/HotChocolate/Fusion/src/Fusion.Execution/Configuration/FusionMemoryPoolOptions.cs
+++ /dev/null
@@ -1,32 +0,0 @@
-namespace HotChocolate.Fusion.Configuration;
-
-public sealed class FusionMemoryPoolOptions
-{
-    public int ObjectBatchSize { get; set; } = 64;
-    public int DefaultObjectCapacity { get; set; } = 64;
-    public int MaxAllowedObjectCapacity { get; set; } = 512;
-
-    public int ListBatchSize { get; set; } = 128;
-    public int DefaultListCapacity { get; set; } = 64;
-    public int MaxAllowedListCapacity { get; set; } = 512;
-
-    public int LeafFieldBatchSize { get; set; } = 512;
-    public int ListFieldBatchSize { get; set; } = 128;
-    public int ObjectFieldBatchSize { get; set; } = 128;
-
-    public FusionMemoryPoolOptions Clone()
-    {
-        return new FusionMemoryPoolOptions
-        {
-            ObjectBatchSize = ObjectBatchSize,
-            DefaultObjectCapacity = DefaultObjectCapacity,
-            MaxAllowedObjectCapacity = MaxAllowedObjectCapacity,
-            ListBatchSize = ListBatchSize,
-            DefaultListCapacity = DefaultListCapacity,
-            MaxAllowedListCapacity = MaxAllowedListCapacity,
-            LeafFieldBatchSize = LeafFieldBatchSize,
-            ListFieldBatchSize = ListFieldBatchSize,
-            ObjectFieldBatchSize = ObjectFieldBatchSize
-        };
-    }
-}
diff --git a/src/HotChocolate/Fusion/src/Fusion.Execution/DependencyInjection/HotChocolateFusionServiceCollectionExtensions.cs b/src/HotChocolate/Fusion/src/Fusion.Execution/DependencyInjection/HotChocolateFusionServiceCollectionExtensions.cs
index 3a1fafc422b..a8af77bfb98 100644
--- a/src/HotChocolate/Fusion/src/Fusion.Execution/DependencyInjection/HotChocolateFusionServiceCollectionExtensions.cs
+++ b/src/HotChocolate/Fusion/src/Fusion.Execution/DependencyInjection/HotChocolateFusionServiceCollectionExtensions.cs
@@ -15,11 +15,9 @@ public static class HotChocolateFusionServiceCollectionExtensions
 {
     public static IFusionGatewayBuilder AddGraphQLGateway(
         this IServiceCollection services,
-        string? name = null,
-        FusionMemoryPoolOptions? options = null)
+        string? name = null)
     {
         name ??= ISchemaDefinition.DefaultName;
-        options ??= new FusionMemoryPoolOptions();
 
         ArgumentNullException.ThrowIfNull(services);
         ArgumentException.ThrowIfNullOrEmpty(name);
@@ -27,7 +25,6 @@ public static IFusionGatewayBuilder AddGraphQLGateway(
         AddCore(services);
         AddRequestExecutorManager(services);
         AddSourceSchemaScope(services);
-        AddResultObjectPools(services, options.Clone());
 
         return CreateBuilder(services, name);
     }
@@ -67,15 +64,6 @@ private static void AddSourceSchemaScope(
                 sp.GetRequiredService<IHttpClientFactory>()));
     }
 
-    // TODO : REVIEW IF THIS IS STILL NEEDED
-    internal static void AddResultObjectPools(
-        IServiceCollection services,
-        FusionMemoryPoolOptions options)
-    {
-        services.TryAddSingleton<ObjectPoolProvider>(static _ => new DefaultObjectPoolProvider());
-        services.TryAddSingleton(options);
-    }
-
     private static DefaultFusionGatewayBuilder CreateBuilder(
         IServiceCollection services,
         string name)
@@ -99,7 +87,7 @@ private static void AddFetchResultStorePool(this IFusionGatewayBuilder builder)
         => builder.ConfigureSchemaServices(
             static (_, s) => s.TryAddSingleton(
                 new FetchResultStorePool(
-                    levels: [4, 16, 64],
+                    levels: [64, 128, 256, 512],
                     trimInterval: TimeSpan.FromMinutes(5))));
 
     private static IFusionGatewayBuilder AddDocumentCache(this IFusionGatewayBuilder builder)
diff --git a/src/HotChocolate/Fusion/src/Fusion.Execution/Text/Json/PathSegmentMemory.cs b/src/HotChocolate/Fusion/src/Fusion.Execution/Text/Json/PathSegmentMemory.cs
index 194a511a4e0..4624dde7e80 100644
--- a/src/HotChocolate/Fusion/src/Fusion.Execution/Text/Json/PathSegmentMemory.cs
+++ b/src/HotChocolate/Fusion/src/Fusion.Execution/Text/Json/PathSegmentMemory.cs
@@ -4,7 +4,7 @@ internal static class PathSegmentMemory
 {
     private static PathSegmentPool s_pool = new(
         segmentArraySize: 64,
-        levels: [4096, 8192, 16384],
+        levels: [4096, 8192, 16384, 32768, 65536],
         trimInterval: TimeSpan.FromMinutes(5),
         preAllocate: false);
 
diff --git a/src/HotChocolate/Utilities/src/Utilities.Buffers/JsonMemory.cs b/src/HotChocolate/Utilities/src/Utilities.Buffers/JsonMemory.cs
index e7a996d8c19..acf6401b218 100644
--- a/src/HotChocolate/Utilities/src/Utilities.Buffers/JsonMemory.cs
+++ b/src/HotChocolate/Utilities/src/Utilities.Buffers/JsonMemory.cs
@@ -17,7 +17,7 @@ internal static class JsonMemory
         new FixedSizeArrayPool(
             FixedSizeArrayPoolKinds.JsonMemory,
             arraySize: BufferSize,
-            [128, 768, 3072],
+            [128, 768, 3072, 4100, 5128, 6156],
             trimInterval: TimeSpan.FromMinutes(5),
             preAllocate: false);
     private static readonly ArrayPool<byte[]> s_chunkPool = ArrayPool<byte[]>.Shared;