diff --git a/eslint-factory/src/rules/prefer-number-isnan.test.ts b/eslint-factory/src/rules/prefer-number-isnan.test.ts
index e27bbb0fbde..8c49339042a 100644
--- a/eslint-factory/src/rules/prefer-number-isnan.test.ts
+++ b/eslint-factory/src/rules/prefer-number-isnan.test.ts
@@ -55,18 +55,79 @@ describe("prefer-number-isnan", () => {
     });
   });
 
-  it("invalid: global isNaN() is flagged with a replacement suggestion", () => {
+  it("invalid: provably numeric arguments are autofixed", () => {
     cjsRuleTester.run("prefer-number-isnan", preferNumberIsNanRule, {
       valid: [],
       invalid: [
         {
-          code: `isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          code: `isNaN(parseInt(value, 10));`,
+          output: `Number.isNaN(parseInt(value, 10));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(parseFloat(value));`,
+          output: `Number.isNaN(parseFloat(value));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(Number(value));`,
+          output: `Number.isNaN(Number(value));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(Number.parseInt(value, 10));`,
+          output: `Number.isNaN(Number.parseInt(value, 10));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(42);`,
+          output: `Number.isNaN(42);`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+      ],
+    });
+  });
+
+  it("valid: method calls on arbitrary receivers are not treated as provably numeric", () => {
+    cjsRuleTester.run("prefer-number-isnan", preferNumberIsNanRule, {
+      valid: [],
+      invalid: [
+        // getTime/valueOf can be defined on any object; must remain suggestion-only
+        {
+          code: `isNaN(d.getTime());`,
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(d.getTime());` }] }],
+        },
+        {
+          code: `isNaN(x.valueOf());`,
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(x.valueOf());` }] }],
+        },
+      ],
+    });
+  });
+
+  it("invalid: shadowed parseInt/parseFloat/Number fall back to suggestion-only", () => {
+    esmRuleTester.run("prefer-number-isnan", preferNumberIsNanRule, {
+      valid: [],
+      invalid: [
+        {
+          code: `function parseInt() { return "x"; } isNaN(parseInt(v));`,
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `function parseInt() { return "x"; } Number.isNaN(parseInt(v));` }] }],
         },
         {
-          // Raw string argument (e.g. env var) — suggestion preserves argument so callers must review whether to wrap with Number(...)
+          code: `const Number = {}; isNaN(0);`,
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `const Number = {}; Number.isNaN(0);` }] }],
+        },
+      ],
+    });
+  });
+
+  it("invalid: unknown/raw arguments remain suggestion-only with coercion caveat", () => {
+    cjsRuleTester.run("prefer-number-isnan", preferNumberIsNanRule, {
+      valid: [],
+      invalid: [
+        {
           code: `isNaN(process.env.PORT);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(process.env.PORT);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(process.env.PORT);` }] }],
         },
       ],
     });
@@ -78,27 +139,27 @@ describe("prefer-number-isnan", () => {
       invalid: [
         {
           code: `globalThis.isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `globalThis["isNaN"](value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `window.isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `window["isNaN"](value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `global.isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `global["isNaN"](value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
       ],
     });
@@ -110,11 +171,11 @@ describe("prefer-number-isnan", () => {
       invalid: [
         {
           code: `isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
         {
           code: `window.isNaN(value);`,
-          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(value);` }] }],
+          errors: [{ messageId: "preferNumberIsNaNWithCoercionCaveat", suggestions: [{ messageId: "replaceWithNumberIsNaNWithNumberWrapReview", output: `Number.isNaN(value);` }] }],
         },
       ],
     });
diff --git a/eslint-factory/src/rules/prefer-number-isnan.ts b/eslint-factory/src/rules/prefer-number-isnan.ts
index 0589239b1d1..12e4bc710be 100644
--- a/eslint-factory/src/rules/prefer-number-isnan.ts
+++ b/eslint-factory/src/rules/prefer-number-isnan.ts
@@ -7,14 +7,17 @@ export const preferNumberIsNanRule = createRule({
   name: "prefer-number-isnan",
   meta: {
     type: "suggestion",
+    fixable: "code",
     hasSuggestions: true,
     docs: {
       description: "Prefer Number.isNaN() over global isNaN() to avoid coercion footguns when validating unknown inputs.",
     },
     schema: [],
     messages: {
-      preferNumberIsNaN: "Prefer Number.isNaN(...) over global isNaN(...). Global isNaN() coerces non-number inputs and can hide invalid raw values.",
-      replaceWithNumberIsNaN: "Replace callee with Number.isNaN — review whether the argument should be wrapped with Number(...).",
+      preferNumberIsNaN: "Prefer Number.isNaN(...) over global isNaN(...).",
+      preferNumberIsNaNWithCoercionCaveat: "Prefer Number.isNaN(...) over global isNaN(...). Global isNaN() coerces non-number inputs and can hide invalid raw values.",
+      replaceWithNumberIsNaN: "Replace callee with Number.isNaN.",
+      replaceWithNumberIsNaNWithNumberWrapReview: "Replace callee with Number.isNaN — review whether the argument should be wrapped with Number(...).",
     },
   },
   defaultOptions: [],
@@ -58,13 +61,65 @@ export const preferNumberIsNanRule = createRule({
       return isDirectAccess || isComputedAccess;
     }
 
+    function isNumberParseMethod(node: TSESTree.MemberExpression): boolean {
+      if (node.object.type !== "Identifier" || node.object.name !== "Number") {
+        return false;
+      }
+
+      const property = node.property;
+      const isDirectAccess = !node.computed && property.type === "Identifier" && (property.name === "parseInt" || property.name === "parseFloat");
+      const isComputedAccess = node.computed && property.type === "Literal" && (property.value === "parseInt" || property.value === "parseFloat");
+
+      return isDirectAccess || isComputedAccess;
+    }
+
+    function isProvablyNumericArgument(node: TSESTree.CallExpressionArgument): boolean {
+      if (node.type === "Literal") {
+        return typeof node.value === "number";
+      }
+
+      if (node.type !== "CallExpression") {
+        return false;
+      }
+
+      // Unqualified global functions are only provably numeric when unshadowed.
+      if (node.callee.type === "Identifier") {
+        const name = node.callee.name;
+
+        return (name === "parseInt" || name === "parseFloat" || name === "Number") && !hasLocalBinding(node, name);
+      }
+
+      // Number.parseInt / Number.parseFloat are only provably numeric when Number is unshadowed.
+      if (node.callee.type === "MemberExpression" && isNumberParseMethod(node.callee) && !hasLocalBinding(node, "Number")) {
+        return true;
+      }
+
+      // Arbitrary method calls (getTime, valueOf, etc.) are not provably numeric —
+      // the receiver type is unknown and the method can be overridden to return anything.
+      return false;
+    }
+
     function report(node: TSESTree.CallExpression): void {
+      const numberUnshadowed = !hasLocalBinding(node, "Number");
+      const hasSingleProvablyNumericArgument = node.arguments.length === 1 && isProvablyNumericArgument(node.arguments[0]);
+
+      if (hasSingleProvablyNumericArgument && numberUnshadowed) {
+        context.report({
+          node: node.callee,
+          messageId: "preferNumberIsNaN",
+          fix(fixer: TSESLint.RuleFixer) {
+            return fixer.replaceText(node.callee, "Number.isNaN");
+          },
+        });
+        return;
+      }
+
       context.report({
         node: node.callee,
-        messageId: "preferNumberIsNaN",
+        messageId: "preferNumberIsNaNWithCoercionCaveat",
         suggest: [
           {
-            messageId: "replaceWithNumberIsNaN",
+            messageId: "replaceWithNumberIsNaNWithNumberWrapReview",
             fix(fixer: TSESLint.RuleFixer) {
               return fixer.replaceText(node.callee, "Number.isNaN");
             },