diff --git a/flow/test/test_autotuner.sh b/flow/test/test_autotuner.sh
index ae009fee1d..2d00e707cc 100755
--- a/flow/test/test_autotuner.sh
+++ b/flow/test/test_autotuner.sh
@@ -23,6 +23,10 @@ python3 -m unittest tools.AutoTuner.test.smoke_test_sample_iteration.${PLATFORM}
 if [ "$PLATFORM" == "asap7" ] && [ "$DESIGN" == "gcd" ]; then
   echo "Running Autotuner ref file test (only once)"
   python3 -m unittest tools.AutoTuner.test.ref_file_check.RefFileCheck.test_files
+
+  echo "Running Autotuner plotting smoke test (only once)"`
+  latest_folder=$(ls -dt ./flow/logs/asap7/gcd/test-tune*/ | tail -n 1)
+  python3 tools/AutoTuner/src/autotuner/utils/plot.py --results_dir $latest_folder
 fi
 
 echo "Running Autotuner smoke algorithm & evaluation test"
diff --git a/tools/AutoTuner/requirements.txt b/tools/AutoTuner/requirements.txt
index 5bf65305cc..1870eb73e4 100644
--- a/tools/AutoTuner/requirements.txt
+++ b/tools/AutoTuner/requirements.txt
@@ -9,3 +9,4 @@ tensorboard>=2.14.0,<=2.16.2
 protobuf==3.20.3
 SQLAlchemy==1.4.17
 urllib3<=1.26.15
+matplotlib==3.10.0