diff --git a/services/dataservices-metrics/spec/unit/service_usage_metrics_spec.rb b/services/dataservices-metrics/spec/unit/service_usage_metrics_spec.rb
index 1d3133428a..b664fb6a91 100644
--- a/services/dataservices-metrics/spec/unit/service_usage_metrics_spec.rb
+++ b/services/dataservices-metrics/spec/unit/service_usage_metrics_spec.rb
@@ -89,5 +89,16 @@ describe CartoDB::ServiceUsageMetrics do
                                     Date.new(2017, 03, 15),
                                     Date.new(2017, 03, 22)).should eq 6
     end
+
+    it 'gracefully deals with months not stored in redis' do
+      @redis_mock.zincrby('org:team:dummy_service:dummy_metric:201703', _amount=1, _day='20')
+      @redis_mock.zincrby('org:team:dummy_service:dummy_metric:201703', _amount=2, _day='21')
+      @redis_mock.zincrby('org:team:dummy_service:dummy_metric:201703', _amount=3, _day='22')
+
+      @usage_metrics.get_date_range(:dummy_service,
+                                    :dummy_metric,
+                                    Date.new(2017, 02, 15),
+                                    Date.new(2017, 03, 22)).should eq 6
+    end
   end
 end