diff --git a/ibis/common/bases.py b/ibis/common/bases.py
index de7c2bc6d9d2..9e1b5da5d80d 100644
--- a/ibis/common/bases.py
+++ b/ibis/common/bases.py
@@ -195,6 +195,13 @@ def __eq__(self, other) -> bool:
             return NotImplemented
         return all(getattr(self, n) == getattr(other, n) for n in self.__slots__)
 
+    def __getstate__(self):
+        return {k: getattr(self, k) for k in self.__slots__}
+
+    def __setstate__(self, state):
+        for name, value in state.items():
+            object.__setattr__(self, name, value)
+
     def __repr__(self):
         fields = {k: getattr(self, k) for k in self.__slots__}
         fieldstring = ", ".join(f"{k}={v!r}" for k, v in fields.items())
@@ -221,5 +228,11 @@ def __init__(self, **kwargs) -> None:
         hashvalue = hash(tuple(kwargs.values()))
         object.__setattr__(self, "__precomputed_hash__", hashvalue)
 
+    def __setstate__(self, state):
+        for name, value in state.items():
+            object.__setattr__(self, name, value)
+        hashvalue = hash(tuple(state.values()))
+        object.__setattr__(self, "__precomputed_hash__", hashvalue)
+
     def __hash__(self) -> int:
         return self.__precomputed_hash__
diff --git a/ibis/common/tests/test_bases.py b/ibis/common/tests/test_bases.py
index fb55b66ff6a0..72460a23ff3d 100644
--- a/ibis/common/tests/test_bases.py
+++ b/ibis/common/tests/test_bases.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 
 import copy
+import pickle
 import weakref
 from abc import ABCMeta, abstractmethod
 
@@ -11,8 +12,10 @@
     AbstractMeta,
     Comparable,
     Final,
+    FrozenSlotted,
     Immutable,
     Singleton,
+    Slotted,
 )
 from ibis.common.caching import WeakCache
 
@@ -258,3 +261,55 @@ class A(Final):
 
         class B(A):
             pass
+
+
+class MyObj(Slotted):
+    __slots__ = ("a", "b")
+
+    def __init__(self, a, b):
+        super().__init__(a=a, b=b)
+
+
+def test_slotted():
+    obj = MyObj(1, 2)
+    assert obj.a == 1
+    assert obj.b == 2
+    assert obj.__slots__ == ("a", "b")
+    with pytest.raises(AttributeError):
+        obj.c = 3
+
+    obj2 = MyObj(1, 2)
+    assert obj == obj2
+    assert obj is not obj2
+
+    obj3 = MyObj(1, 3)
+    assert obj != obj3
+
+    assert pickle.loads(pickle.dumps(obj)) == obj
+
+
+class MyFrozenObj(FrozenSlotted):
+    __slots__ = ("a", "b")
+
+    def __init__(self, a, b):
+        super().__init__(a=a, b=b)
+
+
+def test_frozen_slotted():
+    obj = MyFrozenObj(1, 2)
+    assert obj.a == 1
+    assert obj.b == 2
+    assert obj.__slots__ == ("a", "b")
+    with pytest.raises(AttributeError):
+        obj.b = 3
+    with pytest.raises(AttributeError):
+        obj.c = 3
+
+    obj2 = MyFrozenObj(1, 2)
+    assert obj == obj2
+    assert obj is not obj2
+    assert hash(obj) == hash(obj2)
+
+    restored = pickle.loads(pickle.dumps(obj))
+    assert restored == obj
+    assert hash(restored) == hash(obj)