diff --git a/ibis/backends/trino/__init__.py b/ibis/backends/trino/__init__.py
index 8eac2df72049..1efedcdc9843 100644
--- a/ibis/backends/trino/__init__.py
+++ b/ibis/backends/trino/__init__.py
@@ -60,23 +60,11 @@ def do_connect(
                 message=r"The dbapi\(\) classmethod on dialect classes has been renamed",
                 category=sa.exc.SADeprecationWarning,
             )
-            try:
-                super().do_connect(
-                    sa.create_engine(
-                        url,
-                        connect_args={
-                            **connect_args,
-                            "experimental_python_types": True,
-                        },
-                        poolclass=sa.pool.StaticPool,
-                    )
-                )
-            except TypeError:
-                super().do_connect(
-                    sa.create_engine(
-                        url, connect_args=connect_args, poolclass=sa.pool.StaticPool
-                    )
+            super().do_connect(
+                sa.create_engine(
+                    url, connect_args=connect_args, poolclass=sa.pool.StaticPool
                 )
+            )
 
     @staticmethod
     def _new_sa_metadata():
diff --git a/poetry.lock b/poetry.lock
index fa2c94644b66..77783bd6a53b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5386,4 +5386,4 @@ visualization = ["graphviz"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "d32110130aba8fd41cd3d339cec14b8694b7980cfd738ff8799a82d94cdbc700"
+content-hash = "f36570c34d38949ce899063b64fa2dfe675f79475781be2abc6974afe21e1f26"
diff --git a/pyproject.toml b/pyproject.toml
index 619c9a234ddd..9219c745d013 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,7 +88,7 @@ snowflake-connector-python = { version = ">=2.7.10,<4", optional = true }
 snowflake-sqlalchemy = { version = ">=1.4.1,<2", optional = true }
 sqlalchemy = { version = ">=1.4,<3", optional = true }
 sqlalchemy-views = { version = ">=0.3.1,<1", optional = true }
-trino = { version = ">=0.319,<1", optional = true, extras = ["sqlalchemy"] }
+trino = { version = ">=0.321,<1", optional = true, extras = ["sqlalchemy"] }
 
 [tool.poetry.group.dev.dependencies]
 black = ">=22.1.0,<24"