diff --git a/js/web/docs/webgpu-operators.md b/js/web/docs/webgpu-operators.md
index a969e1b86b..ad18302318 100644
--- a/js/web/docs/webgpu-operators.md
+++ b/js/web/docs/webgpu-operators.md
@@ -44,10 +44,12 @@ Do not modify directly.*
 | GlobalAveragePool | ai.onnx(1+); com.ms.internal.nhwc(1+) |  |
 | GlobalMaxPool | ai.onnx(1+); com.ms.internal.nhwc(1+) |  |
 | Greater | ai.onnx(7-8,9-12,13+) |  |
+| GreaterOrEqual | ai.onnx(12-15,16+) |  |
 | InstanceNormalization | ai.onnx(6+); com.ms.internal.nhwc(6+) |  |
 | LayerNormalization | ai.onnx(17+) |  |
 | LeakyRelu | ai.onnx(6-15,16+) |  |
 | Less | ai.onnx(7-8,9-12,13+) |  |
+| LessOrEqual | ai.onnx(12-15,16+) |  |
 | Log | ai.onnx(6-12,13+) |  |
 | MatMul | ai.onnx(1-12,13+) |  |
 | MaxPool | ai.onnx(1-7,8-9,10,11,12+); com.ms.internal.nhwc(11,12+) | need perf optimization; need implementing activation |
diff --git a/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts b/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts
index 23aabb6531..a8fbf9c00e 100644
--- a/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts
+++ b/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts
@@ -65,10 +65,12 @@ export const WEBGPU_OP_RESOLVE_RULES: Map<string, OperatorImplementation> = new
   ['GlobalAveragePool', [pool.globalAveragePool, pool.parseGlobalAveragePoolAttributes]],
   ['GlobalMaxPool', [pool.globalMaxPool, pool.parseGlobalMaxPoolAttributes]],
   ['Greater', [binaryOps.greater]],
+  ['GreaterOrEqual', [binaryOps.greaterOrEqual]],
   ['InstanceNormalization', [instanceNorm, parseInstanceNormAttributes]],
   ['LayerNormalization', [layerNorm, parseLayerNormAttributes]],
   ['LeakyRelu', [unaryOps.leakyRelu, unaryOps.parseAlphaAttributes]],
   ['Less', [binaryOps.less]],
+  ['LessOrEqual', [binaryOps.lessOrEqual]],
   ['Log', [unaryOps.log]],
   ['MatMul', [matMul]],
   // TODO: support new attributes for MaxPool-8 and MaxPool-10
diff --git a/js/web/lib/wasm/jsep/webgpu/ops/binary-op.ts b/js/web/lib/wasm/jsep/webgpu/ops/binary-op.ts
index 28284554f9..b004ca37a2 100644
--- a/js/web/lib/wasm/jsep/webgpu/ops/binary-op.ts
+++ b/js/web/lib/wasm/jsep/webgpu/ops/binary-op.ts
@@ -240,3 +240,16 @@ export const less = (context: ComputeContext): void => {
       context.inputs, 'Less', ({scalar: (a, b) => `u32(${a}<${b})`, vector: (a, b) => `vec4<u32>(${a}<${b})`}),
       undefined, undefined, DataType.bool));
 };
+
+export const greaterOrEqual = (context: ComputeContext): void => {
+  context.compute(createBinaryOpProgramInfoLoader(
+      context.inputs, 'GreaterOrEqual',
+      ({scalar: (a, b) => `u32(${a}>=${b})`, vector: (a, b) => `vec4<u32>(${a}>=${b})`}), undefined, undefined,
+      DataType.bool));
+};
+
+export const lessOrEqual = (context: ComputeContext): void => {
+  context.compute(createBinaryOpProgramInfoLoader(
+      context.inputs, 'LessOrEqual', ({scalar: (a, b) => `u32(${a}<=${b})`, vector: (a, b) => `vec4<u32>(${a}<=${b})`}),
+      undefined, undefined, DataType.bool));
+};
diff --git a/onnxruntime/core/providers/js/js_execution_provider.cc b/onnxruntime/core/providers/js/js_execution_provider.cc
index 829f3e5f4f..c5b3b1933e 100644
--- a/onnxruntime/core/providers/js/js_execution_provider.cc
+++ b/onnxruntime/core/providers/js/js_execution_provider.cc
@@ -205,9 +205,13 @@ class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 19, Equ
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 7, 8, Greater);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 9, 12, Greater);
 class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, Greater);
+class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 12, 15, GreaterOrEqual);
+class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 16, GreaterOrEqual);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 7, 8, Less);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 9, 12, Less);
 class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, Less);
+class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 12, 15, LessOrEqual);
+class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 16, LessOrEqual);
 
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 1, 12, Shape);
 class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, 14, Shape);
@@ -403,9 +407,13 @@ std::unique_ptr<KernelRegistry> RegisterKernels() {
       KERNEL_CREATE_INFO_VERSIONED(7, 8, Greater),
       KERNEL_CREATE_INFO_VERSIONED(9, 12, Greater),
       KERNEL_CREATE_INFO(13, Greater),
+      KERNEL_CREATE_INFO_VERSIONED(12, 15, GreaterOrEqual),
+      KERNEL_CREATE_INFO(16, GreaterOrEqual),
       KERNEL_CREATE_INFO_VERSIONED(7, 8, Less),
       KERNEL_CREATE_INFO_VERSIONED(9, 12, Less),
       KERNEL_CREATE_INFO(13, Less),
+      KERNEL_CREATE_INFO_VERSIONED(12, 15, LessOrEqual),
+      KERNEL_CREATE_INFO(16, LessOrEqual),
 
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 1, 12, Shape)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kJsExecutionProvider, kOnnxDomain, 13, 14, Shape)>,
diff --git a/onnxruntime/core/providers/js/operators/binary.cc b/onnxruntime/core/providers/js/operators/binary.cc
index 2a96619c2c..98f7ca6e61 100644
--- a/onnxruntime/core/providers/js/operators/binary.cc
+++ b/onnxruntime/core/providers/js/operators/binary.cc
@@ -63,10 +63,18 @@ REG_ELEMENTWISE_VERSIONED_KERNEL(Greater, 7, 8, Greater);
 REG_ELEMENTWISE_VERSIONED_KERNEL(Greater, 9, 12, Greater);
 REG_ELEMENTWISE_KERNEL(Greater, 13, Greater);
 
+JSEP_KERNEL_IMPL(GreaterOrEqual, GreaterOrEqual)
+REG_ELEMENTWISE_VERSIONED_KERNEL(GreaterOrEqual, 12, 15, GreaterOrEqual);
+REG_ELEMENTWISE_KERNEL(GreaterOrEqual, 16, GreaterOrEqual);
+
 JSEP_KERNEL_IMPL(Less, Less)
 REG_ELEMENTWISE_VERSIONED_KERNEL(Less, 7, 8, Less);
 REG_ELEMENTWISE_VERSIONED_KERNEL(Less, 9, 12, Less);
 REG_ELEMENTWISE_KERNEL(Less, 13, Less);
 
+JSEP_KERNEL_IMPL(LessOrEqual, LessOrEqual)
+REG_ELEMENTWISE_VERSIONED_KERNEL(LessOrEqual, 12, 15, LessOrEqual);
+REG_ELEMENTWISE_KERNEL(LessOrEqual, 16, LessOrEqual);
+
 }  // namespace js
 }  // namespace onnxruntime