diff --git a/reflex/components/component.py b/reflex/components/component.py
index 8af5d832788..438d9404367 100644
--- a/reflex/components/component.py
+++ b/reflex/components/component.py
@@ -5,6 +5,7 @@
 import contextlib
 import copy
 import dataclasses
+import enum
 import functools
 import inspect
 import typing
@@ -479,6 +480,57 @@ def _components_from(
     return ()
 
 
+def _deterministic_hash(value: object) -> int:
+    """Hash a rendered dictionary.
+
+    Args:
+        value: The dictionary to hash.
+
+    Returns:
+        The hash of the dictionary.
+
+    Raises:
+        TypeError: If the value is not hashable.
+    """
+    if isinstance(value, BaseComponent):
+        # If the value is a component, hash its rendered code.
+        rendered_code = value.render()
+        return _deterministic_hash(rendered_code)
+    if isinstance(value, Var):
+        return _deterministic_hash((value._js_expr, value._get_all_var_data()))
+    if isinstance(value, VarData):
+        return _deterministic_hash(dataclasses.asdict(value))
+    if isinstance(value, dict):
+        # Sort the dictionary to ensure consistent hashing.
+        return _deterministic_hash(
+            tuple(sorted((k, _deterministic_hash(v)) for k, v in value.items()))
+        )
+    if isinstance(value, int):
+        # Hash numbers and booleans directly.
+        return int(value)
+    if isinstance(value, float):
+        return _deterministic_hash(str(value))
+    if isinstance(value, str):
+        return int(md5(f'"{value}"'.encode()).hexdigest(), 16)
+    if isinstance(value, (tuple, list)):
+        # Hash tuples by hashing each element.
+        return _deterministic_hash(
+            "[" + ",".join(map(str, map(_deterministic_hash, value))) + "]"
+        )
+    if isinstance(value, enum.Enum):
+        # Hash enums by their name.
+        return _deterministic_hash(str(value))
+    if value is None:
+        # Hash None as a special case.
+        return _deterministic_hash("None")
+
+    msg = (
+        f"Cannot hash value `{value}` of type `{type(value).__name__}`. "
+        "Only BaseComponent, Var, VarData, dict, str, tuple, and enum.Enum are supported."
+    )
+    raise TypeError(msg)
+
+
 DEFAULT_TRIGGERS: Mapping[str, types.ArgsSpec | Sequence[types.ArgsSpec]] = {
     EventTriggers.ON_FOCUS: no_args_event_spec,
     EventTriggers.ON_BLUR: no_args_event_spec,
@@ -2430,7 +2482,7 @@ def _get_tag_name(cls, component: Component) -> str | None:
             return None
 
         # Compute the hash based on the rendered code.
-        code_hash = md5(str(rendered_code).encode("utf-8")).hexdigest()
+        code_hash = _deterministic_hash(rendered_code)
 
         # Format the tag name including the hash.
         return format.format_state_name(