diff --git a/CHANGELOG.md b/CHANGELOG.md
index bb8d3cb9bf..13f26a2578 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,7 +30,7 @@
 ### Breaking Changes
 
 ### Deprecations
-- Forest pruning (`pruning-enabled` options) is deprecated and will be removed soon. To save disk space consider switching to Bonsai data storage format [#6230](https://github.com/hyperledger/besu/pull/6230)
+- Forest pruning (`pruning-enabled` option) is deprecated and will be removed soon. To save disk space consider switching to Bonsai data storage format [#6230](https://github.com/hyperledger/besu/pull/6230)
 
 ### Additions and Improvements
 - Add error messages on authentication failures with username and password [#6212](https://github.com/hyperledger/besu/pull/6212)
diff --git a/besu/src/main/java/org/hyperledger/besu/cli/BesuCommand.java b/besu/src/main/java/org/hyperledger/besu/cli/BesuCommand.java
index 9842d52f87..d2fb524331 100644
--- a/besu/src/main/java/org/hyperledger/besu/cli/BesuCommand.java
+++ b/besu/src/main/java/org/hyperledger/besu/cli/BesuCommand.java
@@ -148,6 +148,7 @@ import org.hyperledger.besu.ethereum.storage.keyvalue.KeyValueSegmentIdentifier;
 import org.hyperledger.besu.ethereum.storage.keyvalue.KeyValueStorageProvider;
 import org.hyperledger.besu.ethereum.storage.keyvalue.KeyValueStorageProviderBuilder;
 import org.hyperledger.besu.ethereum.trie.forest.pruner.PrunerConfiguration;
+import org.hyperledger.besu.ethereum.worldstate.DataStorageFormat;
 import org.hyperledger.besu.evm.precompile.AbstractAltBnPrecompiledContract;
 import org.hyperledger.besu.evm.precompile.BigIntegerModularExponentiationPrecompiledContract;
 import org.hyperledger.besu.evm.precompile.KZGPointEvalPrecompiledContract;
@@ -2063,8 +2064,15 @@ public class BesuCommand implements DefaultCommandValues, Runnable {
     }
 
     if (isPruningEnabled()) {
-      logger.warn(
-          "Forest pruning is deprecated and will be removed soon. To save disk space consider switching to Bonsai data storage format.");
+      if (dataStorageOptions
+          .toDomainObject()
+          .getDataStorageFormat()
+          .equals(DataStorageFormat.BONSAI)) {
+        logger.warn("Forest pruning is ignored with Bonsai data storage format.");
+      } else {
+        logger.warn(
+            "Forest pruning is deprecated and will be removed soon. To save disk space consider switching to Bonsai data storage format.");
+      }
     }
   }
 
diff --git a/besu/src/test/java/org/hyperledger/besu/cli/BesuCommandTest.java b/besu/src/test/java/org/hyperledger/besu/cli/BesuCommandTest.java
index ba0e5b2754..dc56c34845 100644
--- a/besu/src/test/java/org/hyperledger/besu/cli/BesuCommandTest.java
+++ b/besu/src/test/java/org/hyperledger/besu/cli/BesuCommandTest.java
@@ -3840,8 +3840,8 @@ public class BesuCommandTest extends CommandTestAbstract {
   }
 
   @Test
-  public void pruningLogsDeprecationWarning() {
-    parseCommand("--pruning-enabled");
+  public void pruningLogsDeprecationWarningWithForest() {
+    parseCommand("--pruning-enabled", "--data-storage-format=FOREST");
 
     verify(mockControllerBuilder).isPruningEnabled(true);
 
@@ -3854,6 +3854,17 @@ public class BesuCommandTest extends CommandTestAbstract {
                     + " To save disk space consider switching to Bonsai data storage format."));
   }
 
+  @Test
+  public void pruningLogsIgnoredWarningWithBonsai() {
+    parseCommand("--pruning-enabled", "--data-storage-format=BONSAI");
+
+    verify(mockControllerBuilder).isPruningEnabled(true);
+
+    assertThat(commandOutput.toString(UTF_8)).isEmpty();
+    assertThat(commandErrorOutput.toString(UTF_8)).isEmpty();
+    verify(mockLogger).warn(contains("Forest pruning is ignored with Bonsai data storage format."));
+  }
+
   @Test
   public void devModeOptionMustBeUsed() throws Exception {
     parseCommand("--network", "dev");