diff --git a/GFramework.Cqrs.Tests/Cqrs/CqrsDispatcherCacheTests.cs b/GFramework.Cqrs.Tests/Cqrs/CqrsDispatcherCacheTests.cs
index 5ae794ad..6d6e6a00 100644
--- a/GFramework.Cqrs.Tests/Cqrs/CqrsDispatcherCacheTests.cs
+++ b/GFramework.Cqrs.Tests/Cqrs/CqrsDispatcherCacheTests.cs
@@ -7,7 +7,7 @@ using GFramework.Cqrs.Abstractions.Cqrs;
 namespace GFramework.Cqrs.Tests.Cqrs;
 
 /// <summary>
-///     验证 CQRS dispatcher 会缓存热路径中的服务类型构造结果。
+///     验证 CQRS dispatcher 会缓存热路径中的服务类型与调用委托。
 /// </summary>
 [TestFixture]
 internal sealed class CqrsDispatcherCacheTests
@@ -29,6 +29,7 @@ internal sealed class CqrsDispatcherCacheTests
 
         _container.Freeze();
         _context = new ArchitectureContext(_container);
+        ClearDispatcherCaches();
     }
 
     /// <summary>
@@ -45,7 +46,7 @@ internal sealed class CqrsDispatcherCacheTests
     private ArchitectureContext? _context;
 
     /// <summary>
-    ///     验证相同消息类型重复分发时，不会重复扩张服务类型缓存。
+    ///     验证相同消息类型重复分发时，不会重复扩张服务类型与调用委托缓存。
     /// </summary>
     [Test]
     public async Task Dispatcher_Should_Cache_Service_Types_After_First_Dispatch()
@@ -53,8 +54,8 @@ internal sealed class CqrsDispatcherCacheTests
         var notificationServiceTypes = GetCacheField("NotificationHandlerServiceTypes");
         var requestServiceTypes = GetCacheField("RequestServiceTypes");
         var streamServiceTypes = GetCacheField("StreamHandlerServiceTypes");
-        var requestInvokers = GetCacheField("RequestInvokers");
-        var requestPipelineInvokers = GetCacheField("RequestPipelineInvokers");
+        var requestInvokers = GetGenericCacheField("RequestInvokerCache`1", typeof(int), "Invokers");
+        var requestPipelineInvokers = GetGenericCacheField("RequestPipelineInvokerCache`1", typeof(int), "Invokers");
         var notificationInvokers = GetCacheField("NotificationInvokers");
         var streamInvokers = GetCacheField("StreamInvokers");
 
@@ -104,14 +105,42 @@ internal sealed class CqrsDispatcherCacheTests
         });
     }
 
+    /// <summary>
+    ///     验证 request 调用委托会按响应类型分别缓存，避免不同响应类型共用 object 结果桥接。
+    /// </summary>
+    [Test]
+    public async Task Dispatcher_Should_Cache_Request_Invokers_Per_Response_Type()
+    {
+        var intRequestInvokers = GetGenericCacheField("RequestInvokerCache`1", typeof(int), "Invokers");
+        var stringRequestInvokers = GetGenericCacheField("RequestInvokerCache`1", typeof(string), "Invokers");
+
+        var intBefore = intRequestInvokers.Count;
+        var stringBefore = stringRequestInvokers.Count;
+
+        await _context!.SendRequestAsync(new DispatcherCacheRequest());
+        await _context.SendRequestAsync(new DispatcherStringCacheRequest());
+
+        var intAfterFirstDispatch = intRequestInvokers.Count;
+        var stringAfterFirstDispatch = stringRequestInvokers.Count;
+
+        await _context.SendRequestAsync(new DispatcherCacheRequest());
+        await _context.SendRequestAsync(new DispatcherStringCacheRequest());
+
+        Assert.Multiple(() =>
+        {
+            Assert.That(intAfterFirstDispatch, Is.EqualTo(intBefore + 1));
+            Assert.That(stringAfterFirstDispatch, Is.EqualTo(stringBefore + 1));
+            Assert.That(intRequestInvokers.Count, Is.EqualTo(intAfterFirstDispatch));
+            Assert.That(stringRequestInvokers.Count, Is.EqualTo(stringAfterFirstDispatch));
+        });
+    }
+
     /// <summary>
     ///     通过反射读取 dispatcher 的静态缓存字典。
     /// </summary>
     private static IDictionary GetCacheField(string fieldName)
     {
-        var dispatcherType = typeof(CqrsReflectionFallbackAttribute).Assembly
-            .GetType("GFramework.Cqrs.Internal.CqrsDispatcher", throwOnError: true)!;
-
+        var dispatcherType = GetDispatcherType();
         var field = dispatcherType.GetField(
             fieldName,
             BindingFlags.NonPublic | BindingFlags.Static);
@@ -123,6 +152,56 @@ internal sealed class CqrsDispatcherCacheTests
                    $"Dispatcher cache field {fieldName} does not implement IDictionary.");
     }
 
+    /// <summary>
+    ///     清空本测试依赖的 dispatcher 静态缓存，避免跨用例共享进程级状态导致断言漂移。
+    /// </summary>
+    private static void ClearDispatcherCaches()
+    {
+        GetCacheField("NotificationHandlerServiceTypes").Clear();
+        GetCacheField("RequestServiceTypes").Clear();
+        GetCacheField("StreamHandlerServiceTypes").Clear();
+        GetCacheField("NotificationInvokers").Clear();
+        GetCacheField("StreamInvokers").Clear();
+        GetGenericCacheField("RequestInvokerCache`1", typeof(int), "Invokers").Clear();
+        GetGenericCacheField("RequestInvokerCache`1", typeof(string), "Invokers").Clear();
+        GetGenericCacheField("RequestPipelineInvokerCache`1", typeof(int), "Invokers").Clear();
+    }
+
+    /// <summary>
+    ///     通过反射读取 dispatcher 嵌套泛型缓存类型上的静态缓存字典。
+    /// </summary>
+    private static IDictionary GetGenericCacheField(string nestedTypeName, Type genericTypeArgument, string fieldName)
+    {
+        var nestedGenericType = GetDispatcherType().GetNestedType(
+            nestedTypeName,
+            BindingFlags.NonPublic);
+
+        Assert.That(nestedGenericType, Is.Not.Null, $"Missing dispatcher nested cache type {nestedTypeName}.");
+
+        var closedNestedType = nestedGenericType!.MakeGenericType(genericTypeArgument);
+        var field = closedNestedType.GetField(
+            fieldName,
+            BindingFlags.NonPublic | BindingFlags.Static);
+
+        Assert.That(
+            field,
+            Is.Not.Null,
+            $"Missing dispatcher nested cache field {nestedTypeName}.{fieldName} for {genericTypeArgument.FullName}.");
+
+        return field!.GetValue(null) as IDictionary
+               ?? throw new InvalidOperationException(
+                   $"Dispatcher nested cache field {nestedTypeName}.{fieldName} does not implement IDictionary.");
+    }
+
+    /// <summary>
+    ///     获取 CQRS dispatcher 运行时类型。
+    /// </summary>
+    private static Type GetDispatcherType()
+    {
+        return typeof(CqrsReflectionFallbackAttribute).Assembly
+            .GetType("GFramework.Cqrs.Internal.CqrsDispatcher", throwOnError: true)!;
+    }
+
     /// <summary>
     ///     消费整个异步流，确保建流路径被真实执行。
     /// </summary>
@@ -154,6 +233,11 @@ internal sealed record DispatcherCacheStreamRequest : IStreamRequest<int>;
 /// </summary>
 internal sealed record DispatcherPipelineCacheRequest : IRequest<int>;
 
+/// <summary>
+///     用于验证按响应类型分层 request invoker 缓存的测试请求。
+/// </summary>
+internal sealed record DispatcherStringCacheRequest : IRequest<string>;
+
 /// <summary>
 ///     处理 <see cref="DispatcherCacheRequest" />。
 /// </summary>
@@ -213,6 +297,20 @@ internal sealed class DispatcherPipelineCacheRequestHandler : IRequestHandler<Di
     }
 }
 
+/// <summary>
+///     处理 <see cref="DispatcherStringCacheRequest" />。
+/// </summary>
+internal sealed class DispatcherStringCacheRequestHandler : IRequestHandler<DispatcherStringCacheRequest, string>
+{
+    /// <summary>
+    ///     返回固定字符串，供按响应类型缓存测试验证 string 路径。
+    /// </summary>
+    public ValueTask<string> Handle(DispatcherStringCacheRequest request, CancellationToken cancellationToken)
+    {
+        return ValueTask.FromResult("dispatcher-cache");
+    }
+}
+
 /// <summary>
 ///     为 <see cref="DispatcherPipelineCacheRequest" /> 提供最小 pipeline 行为，
 ///     用于命中 dispatcher 的 pipeline invoker 缓存分支。
diff --git a/GFramework.Cqrs/Internal/CqrsDispatcher.cs b/GFramework.Cqrs/Internal/CqrsDispatcher.cs
index 002b7edc..a6d62f96 100644
--- a/GFramework.Cqrs/Internal/CqrsDispatcher.cs
+++ b/GFramework.Cqrs/Internal/CqrsDispatcher.cs
@@ -15,16 +15,6 @@ internal sealed class CqrsDispatcher(
     IIocContainer container,
     ILogger logger) : ICqrsRuntime
 {
-    // 进程级缓存：按请求/响应类型缓存直接处理器调用委托，避免热路径重复反射。
-    // 线程安全依赖 ConcurrentDictionary；缓存与进程同寿命，默认假设请求类型集合有限且稳定。
-    private static readonly ConcurrentDictionary<(Type RequestType, Type ResponseType), RequestInvoker>
-        RequestInvokers = new();
-
-    // 进程级缓存：缓存带 pipeline 的请求调用委托，减少每次分发时的反射与表达式重建开销。
-    // 若后续引入动态生成请求类型，需要重新评估该缓存的增长边界。
-    private static readonly ConcurrentDictionary<(Type RequestType, Type ResponseType), RequestPipelineInvoker>
-        RequestPipelineInvokers = new();
-
     // 进程级缓存：缓存通知调用委托，复用并发安全字典以支撑多线程发布路径。
     private static readonly ConcurrentDictionary<Type, NotificationInvoker> NotificationInvokers = new();
 
@@ -131,20 +121,18 @@ internal sealed class CqrsDispatcher(
 
         if (behaviors.Count == 0)
         {
-            var invoker = RequestInvokers.GetOrAdd(
-                (requestType, typeof(TResponse)),
-                static key => CreateRequestInvoker(key.RequestType, key.ResponseType));
+            var invoker = RequestInvokerCache<TResponse>.Invokers.GetOrAdd(
+                requestType,
+                CreateRequestInvoker<TResponse>);
 
-            var result = await invoker(handler, request, cancellationToken);
-            return result is null ? default! : (TResponse)result;
+            return await invoker(handler, request, cancellationToken);
         }
 
-        var pipelineInvoker = RequestPipelineInvokers.GetOrAdd(
-            (requestType, typeof(TResponse)),
-            static key => CreateRequestPipelineInvoker(key.RequestType, key.ResponseType));
+        var pipelineInvoker = RequestPipelineInvokerCache<TResponse>.Invokers.GetOrAdd(
+            requestType,
+            CreateRequestPipelineInvoker<TResponse>);
 
-        var pipelineResult = await pipelineInvoker(handler, behaviors, request, cancellationToken);
-        return pipelineResult is null ? default! : (TResponse)pipelineResult;
+        return await pipelineInvoker(handler, behaviors, request, cancellationToken);
     }
 
     /// <summary>
@@ -200,21 +188,23 @@ internal sealed class CqrsDispatcher(
     /// <summary>
     ///     生成请求处理器调用委托，避免每次发送都重复反射。
     /// </summary>
-    private static RequestInvoker CreateRequestInvoker(Type requestType, Type responseType)
+    private static RequestInvoker<TResponse> CreateRequestInvoker<TResponse>(Type requestType)
     {
         var method = RequestHandlerInvokerMethodDefinition
-            .MakeGenericMethod(requestType, responseType);
-        return (RequestInvoker)Delegate.CreateDelegate(typeof(RequestInvoker), method);
+            .MakeGenericMethod(requestType, typeof(TResponse));
+        return (RequestInvoker<TResponse>)Delegate.CreateDelegate(typeof(RequestInvoker<TResponse>), method);
     }
 
     /// <summary>
     ///     生成带管道行为的请求处理委托，避免每次发送都重复反射。
     /// </summary>
-    private static RequestPipelineInvoker CreateRequestPipelineInvoker(Type requestType, Type responseType)
+    private static RequestPipelineInvoker<TResponse> CreateRequestPipelineInvoker<TResponse>(Type requestType)
     {
         var method = RequestPipelineInvokerMethodDefinition
-            .MakeGenericMethod(requestType, responseType);
-        return (RequestPipelineInvoker)Delegate.CreateDelegate(typeof(RequestPipelineInvoker), method);
+            .MakeGenericMethod(requestType, typeof(TResponse));
+        return (RequestPipelineInvoker<TResponse>)Delegate.CreateDelegate(
+            typeof(RequestPipelineInvoker<TResponse>),
+            method);
     }
 
     /// <summary>
@@ -240,7 +230,7 @@ internal sealed class CqrsDispatcher(
     /// <summary>
     ///     执行已强类型化的请求处理器调用。
     /// </summary>
-    private static async ValueTask<object?> InvokeRequestHandlerAsync<TRequest, TResponse>(
+    private static ValueTask<TResponse> InvokeRequestHandlerAsync<TRequest, TResponse>(
         object handler,
         object request,
         CancellationToken cancellationToken)
@@ -248,14 +238,13 @@ internal sealed class CqrsDispatcher(
     {
         var typedHandler = (IRequestHandler<TRequest, TResponse>)handler;
         var typedRequest = (TRequest)request;
-        var result = await typedHandler.Handle(typedRequest, cancellationToken);
-        return result;
+        return typedHandler.Handle(typedRequest, cancellationToken);
     }
 
     /// <summary>
     ///     执行包含管道行为链的请求处理。
     /// </summary>
-    private static async ValueTask<object?> InvokeRequestPipelineAsync<TRequest, TResponse>(
+    private static ValueTask<TResponse> InvokeRequestPipelineAsync<TRequest, TResponse>(
         object handler,
         IReadOnlyList<object> behaviors,
         object request,
@@ -275,8 +264,7 @@ internal sealed class CqrsDispatcher(
             next = (message, token) => behavior.Handle(message, currentNext, token);
         }
 
-        var result = await next(typedRequest, cancellationToken);
-        return result;
+        return next(typedRequest, cancellationToken);
     }
 
     /// <summary>
@@ -307,10 +295,12 @@ internal sealed class CqrsDispatcher(
         return typedHandler.Handle(typedRequest, cancellationToken);
     }
 
-    private delegate ValueTask<object?> RequestInvoker(object handler, object request,
+    private delegate ValueTask<TResponse> RequestInvoker<TResponse>(
+        object handler,
+        object request,
         CancellationToken cancellationToken);
 
-    private delegate ValueTask<object?> RequestPipelineInvoker(
+    private delegate ValueTask<TResponse> RequestPipelineInvoker<TResponse>(
         object handler,
         IReadOnlyList<object> behaviors,
         object request,
@@ -321,5 +311,23 @@ internal sealed class CqrsDispatcher(
 
     private delegate object StreamInvoker(object handler, object request, CancellationToken cancellationToken);
 
+    /// <summary>
+    ///     按响应类型分层缓存 request 处理器调用委托，避免 value-type 响应在 object 桥接中产生装箱。
+    /// </summary>
+    /// <typeparam name="TResponse">请求响应类型。</typeparam>
+    private static class RequestInvokerCache<TResponse>
+    {
+        internal static readonly ConcurrentDictionary<Type, RequestInvoker<TResponse>> Invokers = new();
+    }
+
+    /// <summary>
+    ///     按响应类型分层缓存带 pipeline 的 request 调用委托，避免 pipeline 热路径上的额外装箱。
+    /// </summary>
+    /// <typeparam name="TResponse">请求响应类型。</typeparam>
+    private static class RequestPipelineInvokerCache<TResponse>
+    {
+        internal static readonly ConcurrentDictionary<Type, RequestPipelineInvoker<TResponse>> Invokers = new();
+    }
+
     private readonly record struct RequestServiceTypeSet(Type HandlerType, Type BehaviorType);
 }