diff --git a/reconstruct_artifacts_from_reference_readout.sh b/reconstruct_artifacts_from_reference_readout.sh
new file mode 100755
index 0000000000000000000000000000000000000000..78ed26be77ff8d4f2c1bbb1e84a57925213af29a
--- /dev/null
+++ b/reconstruct_artifacts_from_reference_readout.sh
@@ -0,0 +1,27 @@
+#!/bin/bash
+
+## This file is part of the execution-time evaluation for the qronos observer abstractions.
+## Copyright (C) 2022-2023  Tim Rheinfels  <tim.rheinfels@fau.de>
+## See https://gitlab.cs.fau.de/qronos-state-abstractions/execution-time
+##
+## This program is free software: you can redistribute it and/or modify
+## it under the terms of the GNU General Public License as published by
+## the Free Software Foundation, either version 3 of the License, or
+## (at your option) any later version.
+##
+## This program is distributed in the hope that it will be useful,
+## but WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+## GNU General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+set -e
+
+if [[ ! -f "results_reference.json" ]]; then
+    echo "results_reference.json is not available. If this happened in the final release, please contact the authors to request the data."
+    exit 1
+fi
+
+pipenv run python scripts/evaluate.py results_reference.json results_reference
diff --git a/run_evaluation_execution_time_measurements.sh b/run_evaluation_execution_time_measurements.sh
new file mode 100755
index 0000000000000000000000000000000000000000..56557491bae09b345faa86e44c85002b90560eb5
--- /dev/null
+++ b/run_evaluation_execution_time_measurements.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+
+## This file is part of the execution-time evaluation for the qronos observer abstractions.
+## Copyright (C) 2022-2023  Tim Rheinfels  <tim.rheinfels@fau.de>
+## See https://gitlab.cs.fau.de/qronos-state-abstractions/execution-time
+##
+## This program is free software: you can redistribute it and/or modify
+## it under the terms of the GNU General Public License as published by
+## the Free Software Foundation, either version 3 of the License, or
+## (at your option) any later version.
+##
+## This program is distributed in the hope that it will be useful,
+## but WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+## GNU General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+set -e
+
+if [[ ! -e /dev/ttyBenchmark ]]; then
+    echo "Please connect the benchmark (micro USB port on STM32F411E-Disco)"
+    exit 1
+fi
+
+pipenv run scripts/readout.sh /dev/ttyBenchmark 2000000 results.json
+pipenv run python scripts/evaluate.py results.json results