diff --git a/gate/gabbits/nested-perfload.yaml b/gate/gabbits/nested-perfload.yaml
index 5e79bc75a..fee44fb77 100644
--- a/gate/gabbits/nested-perfload.yaml
+++ b/gate/gabbits/nested-perfload.yaml
@@ -2,8 +2,8 @@
 #
 # This should be updated to represent something closer to a real
 # and expected nested topology. If changes are made here that impact
-# the number of total resource providers, then $COUNT in
-# playbooks/nested-perfload.yaml should be updated.
+# the number of total resource providers, then $PROVIDER_TOPOLOGY_COUNT
+# in gate/perfload-nested-runner.sh should be updated.
 
 defaults:
     request_headers:
diff --git a/gate/perfload-nested-runner.sh b/gate/perfload-nested-runner.sh
index c040b043a..1771bc058 100755
--- a/gate/perfload-nested-runner.sh
+++ b/gate/perfload-nested-runner.sh
@@ -22,8 +22,8 @@ ITERATIONS=1000
 ALLOCATIONS_TO_WRITE=10
 
 # The number of providers in each nested tree. This will need to
-# need to change whenever the resource provider topology created in
-# $GABBIT is changed.
+# change whenever the resource provider topology created in $GABBIT
+# is changed.
 PROVIDER_TOPOLOGY_COUNT=3
 # Expected total number of providers, used to check that creation
 # was a success.
@@ -64,7 +64,7 @@ function check_placement {
     python -m virtualenv -p python3 .perfload
     . .perfload/bin/activate
 
-    # install placeload
+    # install gabbi
     pip install gabbi
 
     # Create $TOTAL_PROVIDER_COUNT nested resource provider trees,
@@ -76,13 +76,14 @@ function check_placement {
 
     set +x
     rp_count=$(curl -H 'x-auth-token: admin' ${PLACEMENT_URL}/resource_providers |json_pp|grep -c '"name"')
-    # Skip curl and note if we failed to create the required number of rps
+    # If we failed to create the required number of rps, skip measurements and
+    # log a message.
     if [[ $rp_count -ge $TOTAL_PROVIDER_COUNT ]]; then
       load_candidates
     else
         (
             echo "Unable to create expected number of resource providers. Expected: ${COUNT}, Got: $rp_count"
-            echo "See job-output.txt.gz and logs/screen-placement-api.txt.gz for additional detail."
+            echo "See job-output.txt.gz and logs/placement-api.log for additional detail."
         ) | tee -a $LOG
         code=1
     fi
diff --git a/gate/perfload-runner.sh b/gate/perfload-runner.sh
index 2a7b1a77b..c39565047 100755
--- a/gate/perfload-runner.sh
+++ b/gate/perfload-runner.sh
@@ -14,7 +14,7 @@ traits on that resource provider.
 If there are upper case versions of any of those letters, a failure
 happened for a single request. The letter will be followed by the
 HTTP status code and the resource provider uuid. These can be used
-to find the relevant entry in logs/screen-placement-api.txt.gz.
+to find the relevant entry in logs/placement-api.log.
 
 Note that placeload does not exit with an error code when this
 happens. It merely reports and moves on. Under correct circumstances
@@ -91,13 +91,14 @@ function check_placement {
         time placeload $PLACEMENT_URL $COUNT
     ) 2>&1 | tee -a $LOG
     rp_count=$(curl -H 'x-auth-token: admin' ${PLACEMENT_URL}/resource_providers |json_pp|grep -c '"name"')
-    # Skip curl and note if we failed to create the required number of rps
+    # If we failed to create the required number of rps, skip measurements and
+    # log a message.
     if [[ $rp_count -ge $COUNT ]]; then
       load_candidates
     else
         (
             echo "Unable to create expected number of resource providers. Expected: ${COUNT}, Got: $rp_count"
-            echo "See job-output.txt.gz and logs/screen-placement-api.txt.gz for additional detail."
+            echo "See job-output.txt.gz and logs/placement-api.log for additional detail."
         ) | tee -a $LOG
         code=1
     fi