diff --git a/lib/gitlab/metrics/method_call.rb b/lib/gitlab/metrics/method_call.rb
index 65d55576ac2f620f70d211241f6c80d77837ffac..ab7e7a06a77417bf22935a1606012478055b9eb2 100644
--- a/lib/gitlab/metrics/method_call.rb
+++ b/lib/gitlab/metrics/method_call.rb
@@ -72,7 +72,9 @@ module Gitlab
       end
 
       def call_measurement_enabled?
-        Feature.get(:prometheus_metrics_method_instrumentation).enabled?
+        Rails.cache.fetch(:prometheus_metrics_method_instrumentation_enabled, expires_in: 5.minutes) do
+          Feature.get(:prometheus_metrics_method_instrumentation).enabled?
+        end
       end
     end
   end
diff --git a/spec/lib/gitlab/metrics/method_call_spec.rb b/spec/lib/gitlab/metrics/method_call_spec.rb
index 5341addf91104c732f4680834b840ca6b5ec65d9..df4c5167497fdd29317ee7af80c075d0a3982314 100644
--- a/spec/lib/gitlab/metrics/method_call_spec.rb
+++ b/spec/lib/gitlab/metrics/method_call_spec.rb
@@ -23,6 +23,17 @@ describe Gitlab::Metrics::MethodCall do
           Feature.get(:prometheus_metrics_method_instrumentation).enable
         end
 
+        it 'feature check is cached for 5 minutes' do
+          allow(Feature.get(:prometheus_metrics_method_instrumentation)).to receive(:enabled?).and_call_original
+          allow(Rails.cache).to receive(:fetch).and_call_original
+
+          method_call.measure { 'foo' }
+          method_call.measure { 'foo' }
+
+          expect(Feature.get(:prometheus_metrics_method_instrumentation)).to have_received(:enabled?).twice
+          expect(Rails.cache).to have_received(:fetch).with(:prometheus_metrics_method_instrumentation_enabled, expires_in: 5.minutes).twice
+        end
+
         it 'observes the performance of the supplied block' do
           expect(described_class.call_duration_histogram)
             .to receive(:observe)