diff --git a/onnxruntime/core/providers/webgpu/tensor/squeeze.cc b/onnxruntime/core/providers/webgpu/tensor/squeeze.cc
index 136a1ba9776a0..63516d7e48d52 100644
--- a/onnxruntime/core/providers/webgpu/tensor/squeeze.cc
+++ b/onnxruntime/core/providers/webgpu/tensor/squeeze.cc
@@ -11,7 +11,43 @@ namespace webgpu {
 ONNX_OPERATOR_KERNEL_EX(
     Squeeze,
     kOnnxDomain,
-    13,
+    24,
+    kWebGpuExecutionProvider,
+    (*KernelDefBuilder::Create())
+        .TypeConstraint("T", WebGpuSupportedNumberTypes())
+        .TypeConstraint("axes", DataTypeImpl::GetTensorType<int64_t>())
+        .Alias(0, 0)
+        .InputMemoryType(OrtMemTypeCPU, 1),
+    Squeeze);
+
+ONNX_OPERATOR_VERSIONED_KERNEL_EX(
+    Squeeze,
+    kOnnxDomain,
+    23, 23,
+    kWebGpuExecutionProvider,
+    (*KernelDefBuilder::Create())
+        .TypeConstraint("T", WebGpuSupportedNumberTypes())
+        .TypeConstraint("axes", DataTypeImpl::GetTensorType<int64_t>())
+        .Alias(0, 0)
+        .InputMemoryType(OrtMemTypeCPU, 1),
+    Squeeze);
+
+ONNX_OPERATOR_VERSIONED_KERNEL_EX(
+    Squeeze,
+    kOnnxDomain,
+    21, 22,
+    kWebGpuExecutionProvider,
+    (*KernelDefBuilder::Create())
+        .TypeConstraint("T", WebGpuSupportedNumberTypes())
+        .TypeConstraint("axes", DataTypeImpl::GetTensorType<int64_t>())
+        .Alias(0, 0)
+        .InputMemoryType(OrtMemTypeCPU, 1),
+    Squeeze);
+
+ONNX_OPERATOR_VERSIONED_KERNEL_EX(
+    Squeeze,
+    kOnnxDomain,
+    13, 20,
     kWebGpuExecutionProvider,
     (*KernelDefBuilder::Create())
         .TypeConstraint("T", WebGpuSupportedNumberTypes())
diff --git a/onnxruntime/core/providers/webgpu/webgpu_execution_provider.cc b/onnxruntime/core/providers/webgpu/webgpu_execution_provider.cc
index 0f7607ac1dbfe..135782ad577c4 100644
--- a/onnxruntime/core/providers/webgpu/webgpu_execution_provider.cc
+++ b/onnxruntime/core/providers/webgpu/webgpu_execution_provider.cc
@@ -246,7 +246,10 @@ class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 21,
 
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 1, 10, Squeeze);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 11, 12, Squeeze);
-class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, Squeeze);
+class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, 20, Squeeze);
+class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 21, 22, Squeeze);
+class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 23, 23, Squeeze);
+class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 24, Squeeze);
 
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 1, 10, Unsqueeze);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 11, 12, Unsqueeze);
@@ -529,7 +532,10 @@ std::unique_ptr<KernelRegistry> RegisterKernels(bool enable_graph_capture = fals
 
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 1, 10, Squeeze)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 11, 12, Squeeze)>,
-      BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, Squeeze)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, 20, Squeeze)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 21, 22, Squeeze)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 23, 23, Squeeze)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 24, Squeeze)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 1, 10, ReduceMax)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 11, 11, ReduceMax)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 12, 12, ReduceMax)>,