diff --git a/test/resources/prometheus.py b/test/resources/prometheus.py
index ae61203049..9f30fab4d4 100644
--- a/test/resources/prometheus.py
+++ b/test/resources/prometheus.py
@@ -26,13 +26,6 @@ def check_prometheus_query(host: str, port: int, query: str) -> None:
         raise Exception("Prometheus query returned no results")
 
 
-def check_prometheus_query_is_missing(host: str, port: int, query: str) -> None:
-    response = _run_prometheus_query(host, port, query)
-    data_result_list: list = response.json().get("data", {}).get("result")
-    if data_result_list and len(data_result_list) > 0:
-        raise Exception("Prometheus query returned results")
-
-
 def check_prometheus_exporter(host: str, port: int, query: str) -> None:
     """Check the metric is available int Prometheus Exporter
     Fails if the response is empty."""
diff --git a/test/suites/telemetry/telemetry.robot b/test/suites/telemetry/telemetry.robot
index 69f938c636..3cd96ae12d 100644
--- a/test/suites/telemetry/telemetry.robot
+++ b/test/suites/telemetry/telemetry.robot
@@ -72,22 +72,13 @@ MicroShift Reports Metrics To Default Server Through Proxy
 MicroShift Fails to Report Metrics To Prometheus Server With Telemetry Disabled
     [Documentation]    Check MicroShift is not able to send metrics to the telemetry server when it is disabled.
     [Setup]    Run Keywords
-    ...    Start Prometheus Server    ${PROMETHEUS_PORT}
-    ...    AND
     ...    Setup Telemetry Configuration    ${DISABLE_TELEMETRY_TO_PROMETHEUS}    ${PULL_SECRET_METRICS}
 
     Should Find Metrics In Journal Log Success    Telemetry is disabled
     Should Find Metrics In Journal Log Fails    Metrics sent successfully
 
-    @{metrics_to_check}=    Get List Prometheus Metrics To Check
-    FOR    ${metric}    IN    @{metrics_to_check}
-        Check Prometheus Query Is Missing    ${PROMETHEUS_HOST}    ${PROMETHEUS_PORT}    ${metric}
-    END
-
     [Teardown]    Run Keywords
     ...    Remove Telemetry Configuration
-    ...    AND
-    ...    Stop Prometheus Server    ${PROMETHEUS_PORT}
 
 MicroShift Fails to Report Metrics To Default Server With Wrong Pull Secret
     [Documentation]    Check MicroShift is not able to send metrics to the telemetry server when the pull secret is wrong.