diff --git a/test/test_ops.py b/test/test_ops.py
index 46ad7072ad..d842787ab1 100644
--- a/test/test_ops.py
+++ b/test/test_ops.py
@@ -1408,6 +1408,11 @@ class TestOps(unittest.TestCase):
     helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[False, True]])
     helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[True, False]])
 
+  def test_const_reduce(self):
+    helper_test_op([(3,3)], lambda x: torch.full_like(x, 2).sum(), lambda x: (x.full_like(2)).sum(), forward_only=True)
+    helper_test_op([(3,3)], lambda x: torch.full_like(x, 2).prod(), lambda x: (x.full_like(2)).prod(), forward_only=True)
+    helper_test_op([(3,3)], lambda x: torch.full_like(x, 2).max(), lambda x: (x.full_like(2)).max(), forward_only=True)
+
   @unittest.skipIf(Device.DEFAULT == "QCOM", "OpenCL fails to compile this (both on GPU(qcom)/QCOM backends)")
   def test_any(self):
     helper_test_op([(3,4,5,6)], lambda x: x.any(), forward_only=True)
diff --git a/tinygrad/codegen/simplify.py b/tinygrad/codegen/simplify.py
index bdd56d848d..710bab28b8 100644
--- a/tinygrad/codegen/simplify.py
+++ b/tinygrad/codegen/simplify.py
@@ -102,12 +102,14 @@ def reduce_collapse(red:UOp):
   return sink.substitute({v:k for k,v in replaces.items()})
 
 def reduce_unparented(red:UOp):
-  if red.arg not in {Ops.ADD, Ops.MAX}: return None
+  if red.arg not in {Ops.ADD, Ops.MAX, Ops.MUL}: return None
   reduce_parented, reduce_unparented = partition(red.src[1:], lambda x: x in red.src[0].sparents)
   if len(reduce_unparented) == 0: return None
   ret = red.replace(src=(red.src[0],)+tuple(reduce_parented)) if len(reduce_parented) or red.dtype != red.src[0].dtype else red.src[0]
   if red.arg is Ops.ADD:
     for r in reduce_unparented: ret = ret * r.src[0].cast(ret.dtype.scalar()).broadcast(ret.dtype.count)
+  if red.arg is Ops.MUL:
+    for r in reduce_unparented: ret = ret ** r.src[0].cast(ret.dtype.scalar()).broadcast(ret.dtype.count)
   return ret
 
 pm_reduce_simplify = PatternMatcher([
diff --git a/tinygrad/uop/mathtraits.py b/tinygrad/uop/mathtraits.py
index 05bf89d8be..0de976c90b 100644
--- a/tinygrad/uop/mathtraits.py
+++ b/tinygrad/uop/mathtraits.py
@@ -167,3 +167,4 @@ class MathTrait:
   def log2(self): return self.alu(Ops.LOG2)
   def exp2(self): return self.alu(Ops.EXP2)
   def pow(self, x): return self.alu(Ops.POW, self.ufix(x))
+  def __pow__(self, x): return self.pow(x)