diff --git a/packages/rspack/src/Dependency.ts b/packages/rspack/src/Dependency.ts
index 0e86b221d08..6bfd3f1a7c1 100644
--- a/packages/rspack/src/Dependency.ts
+++ b/packages/rspack/src/Dependency.ts
@@ -26,20 +26,27 @@ export const bindingDependencyFactory = {
 };
 
 export class Dependency {
+	#type: string | undefined;
+	#category: string | undefined;
+
 	get type(): string {
-		const binding = bindingDependencyFactory.getBinding(this);
-		if (binding) {
-			return binding.type;
+		if (this.#type === undefined) {
+			const binding = bindingDependencyFactory.getBinding(this);
+			if (binding) {
+				this.#type = binding.type;
+			}
 		}
-		return "unknown";
+		return this.#type || "unknown";
 	}
 
 	get category(): string {
-		const binding = bindingDependencyFactory.getBinding(this);
-		if (binding) {
-			return binding.category;
+		if (this.#category === undefined) {
+			const binding = bindingDependencyFactory.getBinding(this);
+			if (binding) {
+				this.#category = binding.category;
+			}
 		}
-		return "unknown";
+		return this.#category || "unknown";
 	}
 
 	get request(): string | undefined {
diff --git a/packages/rspack/src/Module.ts b/packages/rspack/src/Module.ts
index 5c80563658b..7a36e624873 100644
--- a/packages/rspack/src/Module.ts
+++ b/packages/rspack/src/Module.ts
@@ -202,6 +202,7 @@ const BUILD_META_MAPPINGS = new Map<string, Record<string, any>>();
 
 export class Module {
 	#inner: JsModule;
+	#identifier: string | undefined;
 
 	declare readonly context?: string;
 	declare readonly resource?: string;
@@ -372,7 +373,10 @@ export class Module {
 	}
 
 	identifier(): string {
-		return this.#inner.moduleIdentifier;
+		if (this.#identifier === undefined) {
+			this.#identifier = this.#inner.moduleIdentifier;
+		}
+		return this.#identifier;
 	}
 
 	nameForCondition(): string | null {
diff --git a/packages/rspack/src/ModuleGraphConnection.ts b/packages/rspack/src/ModuleGraphConnection.ts
index abda403c6f5..1e6b18d8986 100644
--- a/packages/rspack/src/ModuleGraphConnection.ts
+++ b/packages/rspack/src/ModuleGraphConnection.ts
@@ -12,6 +12,8 @@ export class ModuleGraphConnection {
 	declare readonly dependency: Dependency;
 
 	#inner: JsModuleGraphConnection;
+	#dependency: Dependency | undefined;
+	#resolvedModule: Module | undefined | null;
 
 	static __from_binding(binding: JsModuleGraphConnection) {
 		let connection = MODULE_GRAPH_CONNECTION_MAPPINGS.get(binding);
@@ -39,19 +41,27 @@ export class ModuleGraphConnection {
 			},
 			dependency: {
 				enumerable: true,
-				get(): Dependency {
-					return bindingDependencyFactory.create(
+				get: (): Dependency => {
+					if (this.#dependency !== undefined) {
+						return this.#dependency;
+					}
+					this.#dependency = bindingDependencyFactory.create(
 						Dependency,
 						binding.dependency
 					);
+					return this.#dependency;
 				}
 			},
 			resolvedModule: {
 				enumerable: true,
-				get(): Module | null {
-					return binding.resolvedModule
+				get: (): Module | null => {
+					if (this.#resolvedModule !== undefined) {
+						return this.#resolvedModule;
+					}
+					this.#resolvedModule = binding.resolvedModule
 						? Module.__from_binding(binding.resolvedModule)
 						: null;
+					return this.#resolvedModule;
 				}
 			},
 			originModule: {