diff --git a/brax/envs/wrappers/gym.py b/brax/envs/wrappers/gym.py
index 13ba55cb..8d159b0c 100644
--- a/brax/envs/wrappers/gym.py
+++ b/brax/envs/wrappers/gym.py
@@ -77,12 +77,12 @@ def step(self, action):
   def seed(self, seed: int = 0):
     self._key = jax.random.PRNGKey(seed)
 
-  def render(self, mode='human'):
+  def render(self, mode='human', width=256, height=256):
     if mode == 'rgb_array':
       sys, state = self._env.sys, self._state
       if state is None:
         raise RuntimeError('must call reset or step before rendering')
-      return image.render_array(sys, state.pipeline_state, 256, 256)
+      return image.render_array(sys, state.pipeline_state, width=width, height=height)
     else:
       return super().render(mode=mode)  # just raise an exception
 
@@ -144,11 +144,12 @@ def step(self, action):
   def seed(self, seed: int = 0):
     self._key = jax.random.PRNGKey(seed)
 
-  def render(self, mode='human'):
+  def render(self, mode='human', width=256, height=256):
     if mode == 'rgb_array':
       sys, state = self._env.sys, self._state
       if state is None:
         raise RuntimeError('must call reset or step before rendering')
-      return image.render_array(sys, state.pipeline_state.take(0), 256, 256)
+      state_list = [state.take(i).pipeline_state for i in range(self.num_envs)]
+      return np.stack(image.render_array(sys, state_list, width=width, height=height))
     else:
       return super().render(mode=mode)  # just raise an exception
diff --git a/brax/envs/wrappers/gym_test.py b/brax/envs/wrappers/gym_test.py
index 6e668847..f7e0cb9f 100644
--- a/brax/envs/wrappers/gym_test.py
+++ b/brax/envs/wrappers/gym_test.py
@@ -43,7 +43,22 @@ def test_vector_action_space(self):
     np.testing.assert_array_equal(
         env.action_space.high,
         np.tile(base_env.sys.actuator.ctrl_range[:, 1], [256, 1]))
-
+  
+  def test_render(self):
+    """Tests rendering in the GymWrapper."""
+    base_env = envs.create('pusher')
+    env = gym.GymWrapper(base_env)
+    _ = env.reset()
+    img = env.render(mode='rgb_array', width=250, height=236)
+    self.assertEqual(img.shape, (236, 250, 3))
+  
+  def test_vector_render(self):
+    """Tests rendering in the VectorGymWrapper."""
+    base_env = envs.create('pusher')
+    env = gym.VectorGymWrapper(training.VmapWrapper(base_env, batch_size=2))
+    _ = env.reset()
+    img = env.render(mode='rgb_array', width=128, height=128)
+    self.assertEqual(img.shape, (2, 128, 128, 3))
 
 if __name__ == '__main__':
   absltest.main()