diff --git a/js/web/docs/webgpu-operators.md b/js/web/docs/webgpu-operators.md
index 4a1109b9ec5dc..e33854819c5db 100644
--- a/js/web/docs/webgpu-operators.md
+++ b/js/web/docs/webgpu-operators.md
@@ -38,7 +38,7 @@ Do not modify directly.*
 | Floor | ai.onnx(6-12,13+) |  |
 | Gather | ai.onnx(1-10,11-12,13+) |  |
 | Gelu | com.microsoft(1+) |  |
-| Gemm | ai.onnx(7-8,9-10,11+) |  |
+| Gemm | ai.onnx(7-8,9-10,11-12,13+) |  |
 | GlobalAveragePool | ai.onnx(1+); com.ms.internal.nhwc(1+) |  |
 | GlobalMaxPool | ai.onnx(1+); com.ms.internal.nhwc(1+) |  |
 | InstanceNormalization | ai.onnx(6+); com.ms.internal.nhwc(6+) |  |
diff --git a/onnxruntime/core/providers/js/js_execution_provider.cc b/onnxruntime/core/providers/js/js_execution_provider.cc
index d9c6126d4bf36..3fe1980141ca5 100644
--- a/onnxruntime/core/providers/js/js_execution_provider.cc
+++ b/onnxruntime/core/providers/js/js_execution_provider.cc
@@ -231,7 +231,8 @@ class ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnn
 class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, float, ConvTranspose);
 class ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 7, 8, float, Gemm);
 class ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 9, 10, float, Gemm);
-class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, float, Gemm);
+class ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, 12, float, Gemm);
+class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, float, Gemm);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 1, 12, MatMul);
 class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, MatMul);
 
@@ -464,7 +465,8 @@ std::unique_ptr<KernelRegistry> RegisterKernels() {
       BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, float, ConvTranspose)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 7, 8, float, Gemm)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 9, 10, float, Gemm)>,
-      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, float, Gemm)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 11, 12, float, Gemm)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, float, Gemm)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 1, 12, MatMul)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, MatMul)>,
 
diff --git a/onnxruntime/core/providers/js/operators/gemm.cc b/onnxruntime/core/providers/js/operators/gemm.cc
index f579d62bdfb5f..04700d0f54705 100644
--- a/onnxruntime/core/providers/js/operators/gemm.cc
+++ b/onnxruntime/core/providers/js/operators/gemm.cc
@@ -12,7 +12,15 @@ namespace js {
   ONNX_OPERATOR_TYPED_KERNEL_EX(                                                           \
       Gemm,                                                                                \
       kOnnxDomain,                                                                         \
-      11,                                                                                  \
+      13,                                                                                  \
+      T,                                                                                   \
+      kJsExecutionProvider,                                                                \
+      (*KernelDefBuilder::Create()).TypeConstraint("T", DataTypeImpl::GetTensorType<T>()), \
+      Gemm<T>);                                                                            \
+  ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(                                                 \
+      Gemm,                                                                                \
+      kOnnxDomain,                                                                         \
+      11, 12,                                                                              \
       T,                                                                                   \
       kJsExecutionProvider,                                                                \
       (*KernelDefBuilder::Create()).TypeConstraint("T", DataTypeImpl::GetTensorType<T>()), \