diff --git a/saucebrush/tests/__init__.py b/saucebrush/tests/__init__.py
index 9b8c511..4297ebb 100644
--- a/saucebrush/tests/__init__.py
+++ b/saucebrush/tests/__init__.py
@@ -3,11 +3,13 @@ from saucebrush.tests.filters import FilterTestCase
 from saucebrush.tests.sources import SourceTestCase
 from saucebrush.tests.emitters import EmitterTestCase
 from saucebrush.tests.recipes import RecipeTestCase
+from saucebrush.tests.stats import StatsTestCase
 
 filter_suite = unittest.TestLoader().loadTestsFromTestCase(FilterTestCase)
 source_suite = unittest.TestLoader().loadTestsFromTestCase(SourceTestCase)
 emitter_suite = unittest.TestLoader().loadTestsFromTestCase(EmitterTestCase)
 recipe_suite = unittest.TestLoader().loadTestsFromTestCase(RecipeTestCase)
+stats_suite = unittest.TestLoader().loadTestsFromTestCase(StatsTestCase)
 
 if __name__ == '__main__':
     unittest.main()
diff --git a/saucebrush/tests/stats.py b/saucebrush/tests/stats.py
new file mode 100644
index 0000000..f529e07
--- /dev/null
+++ b/saucebrush/tests/stats.py
@@ -0,0 +1,40 @@
+import unittest
+from saucebrush.stats import Sum, Average, Median, MinMax, StandardDeviation
+
+class StatsTestCase(unittest.TestCase):
+
+    def _simple_data(self):
+        return  [{'a':1, 'b':2, 'c':3},
+                 {'a':5, 'b':5, 'c':5},
+                 {'a':1, 'b':10, 'c':100}]
+
+    def test_sum(self):
+        fltr = Sum('b')
+        list(fltr.attach(self._simple_data()))
+        self.assertEqual(fltr.value(), 17)
+    
+    def test_average(self):
+        fltr = Average('c')
+        list(fltr.attach(self._simple_data()))
+        self.assertEqual(fltr.value(), 36.0)
+    
+    def test_median(self):
+        fltr = Median('a')
+        list(fltr.attach(self._simple_data()))
+        self.assertEqual(fltr.value(), 1)
+    
+    def test_minmax(self):
+        fltr = MinMax('b')
+        list(fltr.attach(self._simple_data()))
+        self.assertEqual(fltr.value(), (2, 10))
+    
+    def test_standard_deviation(self):
+        fltr = StandardDeviation('c')
+        list(fltr.attach(self._simple_data()))
+        self.assertEqual(fltr.average(), 36.0)
+        self.assertEqual(fltr.median(), 5)
+        self.assertEqual(fltr.value(), (55.4346462061408, 3073.0))
+        self.assertEqual(fltr.value(True), (45.2621990922521, 2048.6666666666665))
+
+if __name__ == '__main__':
+    unittest.main()