diff --git a/pyrecest/tests/test_evaluation_eot.py b/pyrecest/tests/test_evaluation_eot.py
new file mode 100644
index 000000000..3517de08d
--- /dev/null
+++ b/pyrecest/tests/test_evaluation_eot.py
@@ -0,0 +1,32 @@
+from pyrecest.evaluation import (
+    evaluate_for_simulation_config,
+)
+from pyrecest.tests.test_evaluation_basic import TestEvalationBase
+
+class TestEvalationEOT(TestEvalationBase):
+    scenario_name = "R2randomWalkEOT"
+
+    def test_evaluate_for_simulation_config_R2_random_walk(self):
+        filters_configs_input = [
+            {"name": "random_matrix", "parameter": None},
+        ]
+
+        (
+            last_filter_states,  # pylint: disable=R0801
+            runtimes,  # pylint: disable=R0801
+            run_failed,  # pylint: disable=R0801
+            groundtruths,  # pylint: disable=R0801
+            measurements,  # pylint: disable=R0801
+            scenario_config,  # pylint: disable=R0801
+            filter_configs,  # pylint: disable=R0801
+            evaluation_config,  # pylint: disable=R0801
+        ) = evaluate_for_simulation_config(
+            self.scenario_name,
+            filters_configs_input,
+            n_runs=self.n_runs_default,
+            n_timesteps=self.n_timesteps_default,
+            initial_seed=1,
+            auto_warning_on_off=False,
+            save_folder=self.tmpdirname.name,
+        )
+        
\ No newline at end of file