diff --git a/python/benchmarks/benchmark_queue.py b/python/benchmarks/benchmark_queue.py
new file mode 100644
index 000000000..bc4ec6a41
--- /dev/null
+++ b/python/benchmarks/benchmark_queue.py
@@ -0,0 +1,31 @@
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+import ray
+from ray.experimental.queue import Queue
+
+
+def setup():
+    if not hasattr(setup, "is_initialized"):
+        ray.init(num_workers=4, num_cpus=4)
+        setup.is_initialized = True
+
+
+class QueueSuite(object):
+    def time_put(self):
+        queue = Queue(1000)
+        for i in range(1000):
+            queue.put(i)
+
+    def time_get(self):
+        queue = Queue()
+        for i in range(1000):
+            queue.put(i)
+        for _ in range(1000):
+            queue.get()
+
+    def time_qsize(self):
+        queue = Queue()
+        for _ in range(1000):
+            queue.qsize()