diff --git a/spinn_front_end_common/interface/interface_functions/__init__.py b/spinn_front_end_common/interface/interface_functions/__init__.py
index 690552830..ec32985cb 100644
--- a/spinn_front_end_common/interface/interface_functions/__init__.py
+++ b/spinn_front_end_common/interface/interface_functions/__init__.py
@@ -24,7 +24,6 @@
     system_multicast_routing_generator)
 from .dsg_region_reloader import reload_dsg_regions
 from .energy_provenance_reporter import energy_provenance_reporter
-from .find_application_chips_used import FindApplicationChipsUsed
 from .graph_binary_gatherer import graph_binary_gatherer
 from .graph_data_specification_writer import (
     graph_data_specification_writer)
@@ -61,7 +60,6 @@
     "reload_dsg_regions",
     "energy_provenance_reporter", "load_application_data_specs",
     "load_system_data_specs", "load_using_advanced_monitors",
-    "FindApplicationChipsUsed",
     "graph_binary_gatherer", "graph_data_specification_writer",
     "hbp_allocator",
     "insert_chip_power_monitors_to_graphs",
diff --git a/spinn_front_end_common/interface/interface_functions/find_application_chips_used.py b/spinn_front_end_common/interface/interface_functions/find_application_chips_used.py
deleted file mode 100644
index e1f8e205d..000000000
--- a/spinn_front_end_common/interface/interface_functions/find_application_chips_used.py
+++ /dev/null
@@ -1,66 +0,0 @@
-# Copyright (c) 2019 The University of Manchester
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-from collections import defaultdict
-import sys
-from typing import Dict, Tuple
-from spinn_utilities.typing.coords import XY
-from spinnman.model.enums import ExecutableType
-from pacman.model.placements import Placements
-from spinn_front_end_common.abstract_models import AbstractHasAssociatedBinary
-
-
-class FindApplicationChipsUsed(object):
-    """
-    Builds a set of stats on how many chips were used for application cores.
-    """
-
-    def __call__(self, placements: Placements) -> Tuple[int, int, int, float]:
-        """
-        Finds how many application chips there were and the cost on each chip
-
-        :param placements: placements
-        :return: a tuple with 4 elements.
-
-            1. how many chips were used
-            2. the max application cores on any given chip
-            3. the lowest number of application cores on any given chip
-            4. the average number of application cores on any given chip
-        """
-        chips_used = self._get_chips_used(placements)
-
-        low = sys.maxsize
-        high = 0
-        total = 0
-        n_chips_used = len(chips_used)
-
-        for count in chips_used.values():
-            if count < low:
-                low = count
-            if count > high:
-                high = count
-            total += count
-        average = total / n_chips_used
-        return n_chips_used, high, low, average
-
-    def _get_chips_used(self, placements: Placements) -> Dict[XY, int]:
-        chips_used: Dict[XY, int] = defaultdict(int)
-        for placement in placements:
-            # find binary type if applicable
-            binary_start_type = None
-            if isinstance(placement.vertex, AbstractHasAssociatedBinary):
-                binary_start_type = placement.vertex.get_binary_start_type()
-            if binary_start_type != ExecutableType.SYSTEM:
-                chips_used[placement.x, placement.y] += 1
-        return chips_used