diff --git a/eslint-factory/src/rules/prefer-number-isnan.test.ts b/eslint-factory/src/rules/prefer-number-isnan.test.ts
index 080aef770fe..f04b74c75d2 100644
--- a/eslint-factory/src/rules/prefer-number-isnan.test.ts
+++ b/eslint-factory/src/rules/prefer-number-isnan.test.ts
@@ -64,6 +64,21 @@ describe("prefer-number-isnan", () => {
           code: `isNaN(process.env.PORT);`,
           errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `Number.isNaN(process.env.PORT);` }] }],
         },
+        {
+          // Shadowed parseInt can return non-number values, so keep suggestion-only behavior.
+          code: `const parseInt = x => x; isNaN(parseInt(value, 10));`,
+          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `const parseInt = x => x; Number.isNaN(parseInt(value, 10));` }] }],
+        },
+        {
+          // Shadowed parseFloat can return non-number values, so keep suggestion-only behavior.
+          code: `const parseFloat = x => x; isNaN(parseFloat(value));`,
+          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `const parseFloat = x => x; Number.isNaN(parseFloat(value));` }] }],
+        },
+        {
+          // Shadowed Number can alter coercion semantics, so keep suggestion-only behavior.
+          code: `const Number = x => x; isNaN(Number(value));`,
+          errors: [{ messageId: "preferNumberIsNaN", suggestions: [{ messageId: "replaceWithNumberIsNaN", output: `const Number = x => x; Number.isNaN(Number(value));` }] }],
+        },
       ],
     });
   });
@@ -99,4 +114,45 @@ describe("prefer-number-isnan", () => {
       ],
     });
   });
+
+  it("invalid: provably-numeric argument gets a real autofix (no caveat, --fix-able)", () => {
+    cjsRuleTester.run("prefer-number-isnan", preferNumberIsNanRule, {
+      valid: [],
+      invalid: [
+        // parseInt / parseFloat / Number — the dominant idiom in actions/setup/js
+        {
+          code: `isNaN(parseInt(x, 10));`,
+          output: `Number.isNaN(parseInt(x, 10));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(parseFloat(x));`,
+          output: `Number.isNaN(parseFloat(x));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(Number(x));`,
+          output: `Number.isNaN(Number(x));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        // Number.parseInt / Number.parseFloat
+        {
+          code: `isNaN(Number.parseInt(x, 10));`,
+          output: `Number.isNaN(Number.parseInt(x, 10));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        {
+          code: `isNaN(Number.parseFloat(x));`,
+          output: `Number.isNaN(Number.parseFloat(x));`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+        // Numeric literal
+        {
+          code: `isNaN(42);`,
+          output: `Number.isNaN(42);`,
+          errors: [{ messageId: "preferNumberIsNaN" }],
+        },
+      ],
+    });
+  });
 });
diff --git a/eslint-factory/src/rules/prefer-number-isnan.ts b/eslint-factory/src/rules/prefer-number-isnan.ts
index d6e55111379..85bfde34f60 100644
--- a/eslint-factory/src/rules/prefer-number-isnan.ts
+++ b/eslint-factory/src/rules/prefer-number-isnan.ts
@@ -2,11 +2,13 @@ import { ESLintUtils, TSESLint, TSESTree } from "@typescript-eslint/utils";
 
 const createRule = ESLintUtils.RuleCreator(name => `https://github.com/github/gh-aw/tree/main/eslint-factory#${name}`);
 const GLOBAL_IS_NAN_OBJECTS = new Set(["globalThis", "window", "global"]);
+const NUMERIC_CALL_NAMES = new Set(["parseInt", "parseFloat", "Number"]);
 
 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.",
@@ -57,19 +59,65 @@ export const preferNumberIsNanRule = createRule({
       return isDirectAccess || isComputedAccess;
     }
 
+    /**
+     * Returns true when the argument is provably already a number type, making
+     * isNaN(x) → Number.isNaN(x) a guaranteed semantics-preserving equivalence.
+     *
+     * Provably-numeric means: a numeric Literal, or a CallExpression to
+     * parseInt / parseFloat / Number / Number.parseInt / Number.parseFloat.
+     */
+    function isProvablyNumeric(arg: TSESTree.Node): boolean {
+      if (arg.type === "Literal" && typeof arg.value === "number") {
+        return true;
+      }
+      if (arg.type === "CallExpression") {
+        const callee = arg.callee;
+        // parseInt(x), parseFloat(x), Number(x)
+        if (callee.type === "Identifier" && NUMERIC_CALL_NAMES.has(callee.name) && !hasLocalBinding(callee, callee.name)) {
+          return true;
+        }
+        // Number.parseInt(x), Number.parseFloat(x)
+        if (
+          callee.type === "MemberExpression" &&
+          !callee.computed &&
+          callee.object.type === "Identifier" &&
+          callee.object.name === "Number" &&
+          !hasLocalBinding(callee.object, "Number") &&
+          callee.property.type === "Identifier" &&
+          (callee.property.name === "parseInt" || callee.property.name === "parseFloat")
+        ) {
+          return true;
+        }
+      }
+      return false;
+    }
+
     function report(node: TSESTree.CallExpression): void {
-      context.report({
-        node: node.callee,
-        messageId: "preferNumberIsNaN",
-        suggest: [
-          {
-            messageId: "replaceWithNumberIsNaN",
-            fix(fixer: TSESLint.RuleFixer) {
-              return fixer.replaceText(node.callee, "Number.isNaN");
-            },
+      const [arg] = node.arguments;
+      const provablyNumeric = arg !== undefined && arg.type !== "SpreadElement" && isProvablyNumeric(arg);
+
+      if (provablyNumeric) {
+        context.report({
+          node: node.callee,
+          messageId: "preferNumberIsNaN",
+          fix(fixer: TSESLint.RuleFixer) {
+            return fixer.replaceText(node.callee, "Number.isNaN");
           },
-        ],
-      });
+        });
+      } else {
+        context.report({
+          node: node.callee,
+          messageId: "preferNumberIsNaN",
+          suggest: [
+            {
+              messageId: "replaceWithNumberIsNaN",
+              fix(fixer: TSESLint.RuleFixer) {
+                return fixer.replaceText(node.callee, "Number.isNaN");
+              },
+            },
+          ],
+        });
+      }
     }
 
     return {