diff --git a/mythril/laser/ethereum/state/world_state.py b/mythril/laser/ethereum/state/world_state.py
index fe3ef791..57d0879d 100644
--- a/mythril/laser/ethereum/state/world_state.py
+++ b/mythril/laser/ethereum/state/world_state.py
@@ -1,10 +1,10 @@
 """This module contains a representation of the EVM's world state."""
 from copy import copy
 from random import randint
-from typing import Dict, List, Iterator, Optional, TYPE_CHECKING, cast
+from typing import Dict, List, Iterator, Optional, Tuple, TYPE_CHECKING, cast
 
 from mythril.support.loader import DynLoader
-from mythril.laser.smt import symbol_factory, Array, BitVec, If, Or
+from mythril.laser.smt import symbol_factory, Array, BitVec, If, Or, And, Not, Bool
 from ethereum.utils import mk_contract_address
 from mythril.laser.ethereum.state.account import Account
 from mythril.laser.ethereum.state.annotation import StateAnnotation
@@ -13,6 +13,8 @@ from mythril.laser.ethereum.state.constraints import Constraints
 if TYPE_CHECKING:
     from mythril.laser.ethereum.cfg import Node
 
+CONSTRAINT_DIFFERENCE_LIMIT = 15
+
 
 class WorldState:
     """The WorldState class represents the world state as described in the
@@ -46,14 +48,12 @@ class WorldState:
         """
 
         # Merge constraints
-        c1 = self.constraints.compress()
-        c2 = state.constraints.compress()
-        self.constraints = Constraints([Or(c1, c2)])
+        self.constraints, condition1, _ = self._merge_constraints(state.constraints)
 
         # Merge balances
-        self.balances = cast(Array, If(c1, self.balances, state.balances))
+        self.balances = cast(Array, If(condition1, self.balances, state.balances))
         self.starting_balances = cast(
-            Array, If(c1, self.starting_balances, state.starting_balances)
+            Array, If(condition1, self.starting_balances, state.starting_balances)
         )
 
         # Merge accounts
@@ -61,7 +61,9 @@ class WorldState:
             if address not in self._accounts:
                 self.put_account(account)
             else:
-                self._accounts[address].merge_accounts(account, c1, self.balances)
+                self._accounts[address].merge_accounts(
+                    account, condition1, self.balances
+                )
 
         # Merge annotations
         self._merge_annotations(state)
@@ -69,6 +71,51 @@ class WorldState:
         # Merge Node
         self.node.merge_nodes(state.node, self.constraints)
 
+    def _merge_constraints(
+        self, constraints: Constraints
+    ) -> Tuple[Constraints, Bool, Bool]:
+        dict1, dict2 = {}, {}
+        for constraint in self.constraints:
+            dict1[constraint] = True
+        for constraint in constraints:
+            dict2[constraint] = True
+        c1, c2 = symbol_factory.Bool(True), symbol_factory.Bool(True)
+        new_constraint1, new_constraint2 = symbol_factory.Bool(True), symbol_factory.Bool(True)
+        same_constraints = Constraints()
+        for key in dict1:
+            if key not in dict2:
+                c1 = And(c1, key)
+                if Not(key) not in dict2:
+                    new_constraint1 = And(new_constraint1, key)
+            else:
+                same_constraints.append(key)
+        for key in dict2:
+            if key not in dict1:
+                c2 = And(c2, key)
+                if Not(key) not in dict1:
+                    new_constraint2 = And(new_constraint2, key)
+            else:
+                same_constraints.append(key)
+        merge_constraints = same_constraints + [Or(new_constraint1, new_constraint2)]
+        return merge_constraints, c1, c2
+
+    def _check_constraint_merge(self, constraints: Constraints) -> bool:
+        dict1, dict2 = {}, {}
+        for constraint in self.constraints:
+            dict1[constraint] = True
+        for constraint in constraints:
+            dict2[constraint] = True
+        c1, c2 = 0, 0
+        for key in dict1:
+            if key not in dict2 and Not(key) not in dict2:
+                c1 += 1
+        for key in dict2:
+            if key not in dict1 and Not(key) not in dict1:
+                c2 += 1
+        if c1 + c2 > CONSTRAINT_DIFFERENCE_LIMIT:
+            return False
+        return True
+
     def _check_merge_annotations(self, state: "WorldState"):
         """
 
@@ -77,6 +124,8 @@ class WorldState:
         """
         if len(state.annotations) != len(self._annotations):
             return False
+        if self._check_constraint_merge(state.constraints) is False:
+            return False
         for v1, v2 in zip(state.annotations, self._annotations):
             if v1.check_merge_annotation(v2) is False:  # type: ignore
                 return False