diff --git a/src/python/m5/stats/gem5stats.py b/src/python/m5/stats/gem5stats.py
index 682149f380..eb79140c73 100644
--- a/src/python/m5/stats/gem5stats.py
+++ b/src/python/m5/stats/gem5stats.py
@@ -118,13 +118,17 @@ def __get_statistic(statistic: _m5.stats.Info) -> Optional[Statistic]:
     :param statistic: The Info object to be translated to a Statistic object.
 
     :returns: The Statistic object of the Info object. Returns ``None`` if
-              Info object cannot be translated.
+              Info object cannot, or should not, be translated.
     """
 
     assert isinstance(statistic, _m5.stats.Info)
     statistic.prepare()
 
     if isinstance(statistic, _m5.stats.ScalarInfo):
+        if statistic.is_nozero and statistic.value == 0.0:
+            # In the case where the "nozero" flag is set, and the value is
+            # zero, we don't want to include this statistic so return None.
+            return None
         return __get_scaler(statistic)
     elif isinstance(statistic, _m5.stats.DistInfo):
         return __get_distribution(statistic)
diff --git a/src/python/pybind11/stats.cc b/src/python/pybind11/stats.cc
index 266f47e52a..fee8c52882 100644
--- a/src/python/pybind11/stats.cc
+++ b/src/python/pybind11/stats.cc
@@ -145,6 +145,9 @@ pybind_init_stats(py::module_ &m_native)
         .def_property_readonly("flags", [](const statistics::Info &info) {
                 return (statistics::FlagsType)info.flags;
             })
+        .def_property_readonly("is_nozero", [](const statistics::Info &info) {
+                return info.flags.isSet(statistics::nozero);
+            })
         .def("check", &statistics::Info::check)
         .def("baseCheck", &statistics::Info::baseCheck)
         .def("enable", &statistics::Info::enable)