diff --git a/napi/parser/index.js b/napi/parser/index.js
index c2bcf920136c0d..ea32cc6f886a43 100644
--- a/napi/parser/index.js
+++ b/napi/parser/index.js
@@ -12,7 +12,26 @@ function wrap(result) {
   let program, module, comments, errors, magicString;
   return {
     get program() {
-      if (!program) program = JSON.parse(result.program);
+      if (!program) {
+        program = JSON.parse(result.program, function(key, value) {
+          // Set `value` field of `Literal`s for `BigInt`s and `RegExp`s.
+          // This is not possible to do on Rust side, as neither can be represented correctly in JSON.
+          if (value === null && key === 'value' && Object.hasOwn(this, 'type') && this.type === 'Literal') {
+            if (Object.hasOwn(this, 'bigint')) {
+              return BigInt(this.bigint);
+            }
+            if (Object.hasOwn(this, 'regex')) {
+              const { regex } = this;
+              try {
+                return RegExp(regex.pattern, regex.flags);
+              } catch (_err) {
+                // Invalid regexp, or valid regexp using syntax not supported by this version of NodeJS
+              }
+            }
+          }
+          return value;
+        });
+      }
       return program;
     },
     get module() {
diff --git a/napi/parser/test/parse.test.ts b/napi/parser/test/parse.test.ts
index 2684b5adeddf54..f4cbe58204cabb 100644
--- a/napi/parser/test/parse.test.ts
+++ b/napi/parser/test/parse.test.ts
@@ -26,6 +26,71 @@ describe('parse', () => {
     });
     expect(code.substring(comment.start, comment.end)).toBe('/*' + comment.value + '*/');
   });
+
+  it('`BigIntLiteral` has `value` as `BigInt`', () => {
+    const ret = parseSync('test.js', '123_456n');
+    expect(ret.errors.length).toBe(0);
+    expect(ret.program.body.length).toBe(1);
+    expect(ret.program.body[0]).toEqual({
+      type: 'ExpressionStatement',
+      start: 0,
+      end: 8,
+      expression: {
+        type: 'Literal',
+        start: 0,
+        end: 8,
+        value: 123456n,
+        raw: '123_456n',
+        bigint: '123456',
+      },
+    });
+  });
+
+  describe('`RegExpLiteral`', () => {
+    it('has `value` as `RegExp` when valid regexp', () => {
+      const ret = parseSync('test.js', '/abc/gu');
+      expect(ret.errors.length).toBe(0);
+      expect(ret.program.body.length).toBe(1);
+      expect(ret.program.body[0]).toEqual({
+        type: 'ExpressionStatement',
+        start: 0,
+        end: 7,
+        expression: {
+          type: 'Literal',
+          start: 0,
+          end: 7,
+          value: /abc/gu,
+          raw: '/abc/gu',
+          regex: {
+            pattern: 'abc',
+            flags: 'gu',
+          },
+        },
+      });
+    });
+
+    it('has `value` as `null` when invalid regexp', () => {
+      const ret = parseSync('test.js', '/+/');
+      expect(ret.errors.length).toBe(0);
+      expect(ret.program.body.length).toBe(1);
+      expect(ret.program.body[0]).toEqual({
+        type: 'ExpressionStatement',
+        start: 0,
+        end: 3,
+        expression: {
+          type: 'Literal',
+          start: 0,
+          end: 3,
+          value: null,
+          raw: '/+/',
+          regex: {
+            pattern: '+',
+            flags: '',
+          },
+        },
+      });
+    });
+  });
 });
 
 it('utf16 span', async () => {