diff --git a/hapi-fhir-jpaserver-base/src/main/java/ca/uhn/fhir/jpa/term/TermDeferredStorageSvcImpl.java b/hapi-fhir-jpaserver-base/src/main/java/ca/uhn/fhir/jpa/term/TermDeferredStorageSvcImpl.java
index fda569ec77c..ac7a0f595e0 100644
--- a/hapi-fhir-jpaserver-base/src/main/java/ca/uhn/fhir/jpa/term/TermDeferredStorageSvcImpl.java
+++ b/hapi-fhir-jpaserver-base/src/main/java/ca/uhn/fhir/jpa/term/TermDeferredStorageSvcImpl.java
@@ -55,6 +55,7 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.UUID;
+import java.util.concurrent.TimeUnit;
 
 public class TermDeferredStorageSvcImpl implements ITermDeferredStorageSvc {
 
@@ -157,7 +158,7 @@ public class TermDeferredStorageSvcImpl implements ITermDeferredStorageSvc {
 		StopWatch stopwatch = new StopWatch();
 
 		int count = Math.min(1000, myDeferredConcepts.size());
-		ourLog.info("Saving {} deferred concepts...", count);
+		ourLog.debug("Saving {} deferred concepts...", count);
 		while (codeCount < count && myDeferredConcepts.size() > 0) {
 			TermConcept next = myDeferredConcepts.remove(0);
 			if(myCodeSystemVersionDao.findById(next.getCodeSystemVersion().getPid()).isPresent()) {
@@ -174,8 +175,8 @@ public class TermDeferredStorageSvcImpl implements ITermDeferredStorageSvc {
 		}
 
 		if (codeCount > 0) {
-			ourLog.info("Saved {} deferred concepts ({} codes remain and {} relationships remain) in {}ms ({}ms / code)",
-				codeCount, myDeferredConcepts.size(), myConceptLinksToSaveLater.size(), stopwatch.getMillis(), stopwatch.getMillisPerOperation(codeCount));
+			ourLog.info("Saved {} deferred concepts ({} codes remain and {} relationships remain) in {}ms ({} codes/sec)",
+				codeCount, myDeferredConcepts.size(), myConceptLinksToSaveLater.size(), stopwatch.getMillis(), stopwatch.formatThroughput(codeCount, TimeUnit.SECONDS));
 		}
 
 		if (codeCount == 0) {
@@ -198,8 +199,8 @@ public class TermDeferredStorageSvcImpl implements ITermDeferredStorageSvc {
 		}
 
 		if (relCount > 0) {
-			ourLog.info("Saved {} deferred relationships ({} remain) in {}ms ({}ms / entry)",
-				relCount, myConceptLinksToSaveLater.size(), stopwatch.getMillis(), stopwatch.getMillisPerOperation(relCount));
+			ourLog.info("Saved {} deferred relationships ({} remain) in {}ms ({} entries/sec)",
+				relCount, myConceptLinksToSaveLater.size(), stopwatch.getMillis(), stopwatch.formatThroughput(relCount, TimeUnit.SECONDS));
 		}
 
 		if ((myDeferredConcepts.size() + myConceptLinksToSaveLater.size()) == 0) {