diff --git a/xla/ffi/api/ffi.h b/xla/ffi/api/ffi.h
index eb5d33b7bc620..b31da22175333 100644
--- a/xla/ffi/api/ffi.h
+++ b/xla/ffi/api/ffi.h
@@ -1019,9 +1019,6 @@ template <ExecutionStage stage>
 struct ResultEncoding<stage, Future> {
   static std::variant<XLA_FFI_Error*, XLA_FFI_Future*> Encode(
       const XLA_FFI_Api* api, XLA_FFI_ExecutionContext* ctx, Future future) {
-    // TODO(ezhulenev): Add benchmarks for asynchronous FFI handlers, and
-    // optimize the fast path for returning completed futures.
-
     // Create XLA_FFI_Future object that will signal completion to the runtime.
     XLA_FFI_Future_Create_Args args;
     args.struct_size = XLA_FFI_Future_Create_Args_STRUCT_SIZE;
diff --git a/xla/ffi/api/ffi_test.cc b/xla/ffi/api/ffi_test.cc
index 89e9a3658f76e..bea5176a560b6 100644
--- a/xla/ffi/api/ffi_test.cc
+++ b/xla/ffi/api/ffi_test.cc
@@ -1307,6 +1307,27 @@ void BM_AnyBufferArgX4(benchmark::State& state) {
 
 BENCHMARK(BM_AnyBufferArgX4);
 
+//===----------------------------------------------------------------------===//
+// BM_AsyncAnyBufferArgX1
+//===----------------------------------------------------------------------===//
+
+void BM_AsyncAnyBufferArgX1(benchmark::State& state) {
+  auto call_frame = WithBufferArgs(1).Build();
+
+  auto handler = Ffi::Bind().Arg<AnyBuffer>().To([](auto buffer) {
+    benchmark::DoNotOptimize(buffer);
+    Promise promise;
+    promise.SetAvailable();
+    return Future(promise);
+  });
+
+  for (auto _ : state) {
+    CHECK_OK(Call(*handler, call_frame));
+  }
+}
+
+BENCHMARK(BM_AsyncAnyBufferArgX1);
+
 //===----------------------------------------------------------------------===//
 // BM_BufferArgX1
 //===----------------------------------------------------------------------===//
diff --git a/xla/ffi/ffi_test.cc b/xla/ffi/ffi_test.cc
index 455180c947468..ef615bc3f9d50 100644
--- a/xla/ffi/ffi_test.cc
+++ b/xla/ffi/ffi_test.cc
@@ -1168,6 +1168,26 @@ void BM_AnyBufferArgX8(benchmark::State& state) {
 
 BENCHMARK(BM_AnyBufferArgX8);
 
+//===----------------------------------------------------------------------===//
+// BM_AsyncAnyBufferArgX1
+//===----------------------------------------------------------------------===//
+
+void BM_AsyncAnyBufferArgX1(benchmark::State& state) {
+  auto call_frame = WithBufferArgs(1).Build();
+
+  auto done = tsl::MakeAvailableAsyncValueRef<tsl::Chain>();
+  auto handler = Ffi::Bind().Arg<AnyBuffer>().To([&](auto buffer) {
+    benchmark::DoNotOptimize(buffer);
+    return done;
+  });
+
+  for (auto _ : state) {
+    CHECK_OK(Call(*handler, call_frame));
+  }
+}
+
+BENCHMARK(BM_AsyncAnyBufferArgX1);
+
 //===----------------------------------------------------------------------===//
 // BM_BufferArgX1
 //===----------------------------------------------------------------------===//