diff --git a/geti_sdk/benchmarking/benchmarker.py b/geti_sdk/benchmarking/benchmarker.py
index f36564114..bce2f3323 100644
--- a/geti_sdk/benchmarking/benchmarker.py
+++ b/geti_sdk/benchmarking/benchmarker.py
@@ -859,7 +859,7 @@ def compare_predictions(
             with open(throughput_benchmark_results, "r") as results_file:
                 throughput_benchmark_results = list(csv.DictReader(results_file))
 
-        visusalizer = Visualizer()
+        visualizer = Visualizer()
 
         # Performe inferece
         with logging_redirect_tqdm(tqdm_class=tqdm):
@@ -892,7 +892,7 @@ def compare_predictions(
                             f"failed. Inference failed with error: `{e}`"
                         )
                 if success:
-                    image_with_prediction = visusalizer.draw(image, prediction)
+                    image_with_prediction = visualizer.draw(image, prediction)
                     image_with_prediction = cv2.cvtColor(
                         image_with_prediction, cv2.COLOR_BGR2RGB
                     )
@@ -953,7 +953,7 @@ def compare_predictions(
         if include_online_prediction_for_active_model:
             logging.info("Predicting on the platform using the active model")
             online_prediction_result = self._predict_using_active_model(image)
-            image_with_prediction = visusalizer.draw(
+            image_with_prediction = visualizer.draw(
                 image, online_prediction_result["prediction"]
             )
             image_with_prediction = cv2.cvtColor(
diff --git a/tests/pre-merge/unit/benchmarking/test_benchmarker.py b/tests/pre-merge/unit/benchmarking/test_benchmarker.py
index 51bbc5d6c..14afa9521 100644
--- a/tests/pre-merge/unit/benchmarking/test_benchmarker.py
+++ b/tests/pre-merge/unit/benchmarking/test_benchmarker.py
@@ -357,8 +357,8 @@ def test_compare_predictions(
         _ = mocker.patch(
             "geti_sdk.benchmarking.benchmarker.cv2.putText",
         )
-        mock_show_image_with_annotation_scene = mocker.patch(
-            "geti_sdk.benchmarking.benchmarker.show_image_with_annotation_scene",
+        mock_visualizer_draw = mocker.patch(
+            "geti_sdk.benchmarking.benchmarker.Visualizer.draw",
             return_value=mock_image,
         )
         mock_pad_image_and_put_caption = mocker.patch(
@@ -393,7 +393,7 @@ def test_compare_predictions(
             mock_image
         )
         assert (
-            mock_show_image_with_annotation_scene.call_count
+            mock_visualizer_draw.call_count
             == mock_pad_image_and_put_caption.call_count
             == (
                 # Calls for deployments + online prediction call