diff --git a/flask_sqlalchemy/__init__.py b/flask_sqlalchemy/__init__.py
index f5d3eaf5..cfa9af3c 100644
--- a/flask_sqlalchemy/__init__.py
+++ b/flask_sqlalchemy/__init__.py
@@ -26,6 +26,7 @@
 from sqlalchemy.orm.session import Session as SessionBase
 from sqlalchemy.engine.url import make_url
 from sqlalchemy.ext.declarative import declarative_base, DeclarativeMeta
+from sqlalchemy.schema import MetaData
 from flask_sqlalchemy._compat import iteritems, itervalues, xrange, string_types
 
 # the best timer function for the platform
@@ -57,10 +58,10 @@
 
 def _make_table(db):
     def _make_table(*args, **kwargs):
-        if len(args) > 1 and isinstance(args[1], db.Column):
-            args = (args[0], db.metadata) + args[1:]
         info = kwargs.pop('info', None) or {}
         info.setdefault('bind_key', None)
+        if len(args) > 1 and isinstance(args[1], db.Column):
+            args = (args[0], db.get_metadata(bind=info['bind_key'])) + args[1:]
         kwargs['info'] = info
         return sqlalchemy.Table(*args, **kwargs)
     return _make_table
@@ -598,6 +599,10 @@ def _join(match):
 
     def __init__(self, name, bases, d):
         bind_key = d.pop('__bind_key__', None) or getattr(self, '__bind_key__', None)
+        if bind_key:
+            if bind_key not in self._metadata:
+                self._metadata[bind_key] = MetaData()
+            self.metadata = self._metadata[bind_key]
         DeclarativeMeta.__init__(self, name, bases, d)
         if bind_key is not None and hasattr(self, '__table__'):
             self.__table__.info['bind_key'] = bind_key
@@ -730,6 +735,7 @@ def __init__(self, app=None, use_native_unicode=True, session_options=None,
         self.use_native_unicode = use_native_unicode
         self.Query = query_class
         self.session = self.create_scoped_session(session_options)
+        model_class._metadata = {}
         self.Model = self.make_declarative_base(model_class, metadata)
         self._engine_lock = Lock()
         self.app = app
@@ -744,6 +750,13 @@ def metadata(self):
 
         return self.Model.metadata
 
+    def get_metadata(self, bind=None):
+        if not bind:
+            return self.metadata
+        if bind not in self.Model._metadata:
+            self.Model._metadata[bind] = MetaData()
+        return self.Model._metadata.get(bind)
+
     def create_scoped_session(self, options=None):
         """Create a :class:`~sqlalchemy.orm.scoping.scoped_session`
         on the factory from :meth:`create_session`.
@@ -943,7 +956,7 @@ def get_app(self, reference_app=None):
     def get_tables_for_bind(self, bind=None):
         """Returns a list of all tables relevant for a bind."""
         result = []
-        for table in itervalues(self.Model.metadata.tables):
+        for table in itervalues(self.get_metadata(bind=bind).tables):
             if table.info.get('bind_key') == bind:
                 result.append(table)
         return result
@@ -977,7 +990,7 @@ def _execute_for_all_tables(self, app, bind, operation, skip_tables=False):
             if not skip_tables:
                 tables = self.get_tables_for_bind(bind)
                 extra['tables'] = tables
-            op = getattr(self.Model.metadata, operation)
+            op = getattr(self.get_metadata(bind=bind), operation)
             op(bind=self.get_engine(app, bind), **extra)
 
     def create_all(self, bind='__all__', app=None):
diff --git a/test_sqlalchemy.py b/test_sqlalchemy.py
index 24a0072d..a93bae27 100755
--- a/test_sqlalchemy.py
+++ b/test_sqlalchemy.py
@@ -404,8 +404,8 @@ class Baz(db.Model):
                              app.config['SQLALCHEMY_BINDS'][key])
 
         # do the models have the correct engines?
-        self.assertEqual(db.metadata.tables['foo'].info['bind_key'], 'foo')
-        self.assertEqual(db.metadata.tables['bar'].info['bind_key'], 'bar')
+        self.assertEqual(db.get_metadata(bind='foo').tables['foo'].info['bind_key'], 'foo')
+        self.assertEqual(db.get_metadata(bind='bar').tables['bar'].info['bind_key'], 'bar')
         self.assertEqual(db.metadata.tables['baz'].info.get('bind_key'), None)
 
         # see the tables created in an engine
@@ -431,6 +431,30 @@ class Baz(db.Model):
             Baz.__table__: db.get_engine(app, None)
         })
 
+    def test_binds_with_same_table_name(self):
+        app = flask.Flask(__name__)
+        app.config['SQLALCHEMY_BINDS'] = {
+            'foo': 'sqlite://',
+            'bar': 'sqlite://'
+        }
+        db = fsa.SQLAlchemy(app)
+
+        class FooUser(db.Model):
+            __bind_key__ = 'foo'
+            __tablename__ = 'users'
+            __table_args__ = {"info": {"bind_key": "foo"}}
+            id = db.Column(db.Integer, primary_key=True)
+
+        class BarUser(db.Model):
+            __bind_key__ = 'bar'
+            __tablename__ = 'users'
+            id = db.Column(db.Integer, primary_key=True)
+
+        db.create_all()
+
+        self.assertEqual(db.get_metadata(bind='foo').tables['users'].info['bind_key'], 'foo')
+        self.assertEqual(db.get_metadata(bind='bar').tables['users'].info['bind_key'], 'bar')
+
     def test_abstract_binds(self):
         app = flask.Flask(__name__)
         app.config['SQLALCHEMY_BINDS'] = {
@@ -448,7 +472,7 @@ class FooBoundModel(AbstractFooBoundModel):
         db.create_all()
 
         # does the model have the correct engines?
-        self.assertEqual(db.metadata.tables['foo_bound_model'].info['bind_key'], 'foo')
+        self.assertEqual(db.get_metadata(bind='foo').tables['foo_bound_model'].info['bind_key'], 'foo')
 
         # see the tables created in an engine
         metadata = db.MetaData()