diff --git a/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs b/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
index a0bb5ab71204..9cd46994960f 100644
--- a/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
+++ b/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
@@ -225,6 +225,7 @@ impl PruningStatistics for BloomFilterStatistics {
             .map(|value| {
                 match value {
                     ScalarValue::Utf8(Some(v)) => sbbf.check(&v.as_str()),
+                    ScalarValue::Binary(Some(v)) => sbbf.check(v),
                     ScalarValue::Boolean(Some(v)) => sbbf.check(v),
                     ScalarValue::Float64(Some(v)) => sbbf.check(v),
                     ScalarValue::Float32(Some(v)) => sbbf.check(v),
diff --git a/datafusion/core/tests/parquet/row_group_pruning.rs b/datafusion/core/tests/parquet/row_group_pruning.rs
index 406eb721bf94..55112193502d 100644
--- a/datafusion/core/tests/parquet/row_group_pruning.rs
+++ b/datafusion/core/tests/parquet/row_group_pruning.rs
@@ -846,6 +846,108 @@ async fn prune_string_lt() {
         .await;
 }
 
+#[tokio::test]
+async fn prune_binary_eq_match() {
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary = CAST('backend one' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        // false positive on 'all backends' batch: 'backend five' < 'backend one' < 'backend three'
+        .with_matched_by_stats(Some(2))
+        .with_pruned_by_stats(Some(1))
+        .with_matched_by_bloom_filter(Some(1))
+        .with_pruned_by_bloom_filter(Some(1))
+        .with_expected_rows(1)
+        .test_row_group_prune()
+        .await;
+}
+
+#[tokio::test]
+async fn prune_binary_eq_no_match() {
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary = CAST('backend nine' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        // false positive on 'all backends' batch: 'backend five' < 'backend one' < 'backend three'
+        .with_matched_by_stats(Some(1))
+        .with_pruned_by_stats(Some(2))
+        .with_matched_by_bloom_filter(Some(0))
+        .with_pruned_by_bloom_filter(Some(1))
+        .with_expected_rows(0)
+        .test_row_group_prune()
+        .await;
+
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary = CAST('frontend nine' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        // false positive on 'all frontends' batch: 'frontend five' < 'frontend nine' < 'frontend two'
+        // false positive on 'mixed' batch: 'backend one' < 'frontend nine' < 'frontend six'
+        .with_matched_by_stats(Some(2))
+        .with_pruned_by_stats(Some(1))
+        .with_matched_by_bloom_filter(Some(0))
+        .with_pruned_by_bloom_filter(Some(2))
+        .with_expected_rows(0)
+        .test_row_group_prune()
+        .await;
+}
+
+#[tokio::test]
+async fn prune_binary_neq() {
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary != CAST('backend one' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        .with_matched_by_stats(Some(3))
+        .with_pruned_by_stats(Some(0))
+        .with_matched_by_bloom_filter(Some(3))
+        .with_pruned_by_bloom_filter(Some(0))
+        .with_expected_rows(14)
+        .test_row_group_prune()
+        .await;
+}
+
+#[tokio::test]
+async fn prune_binary_lt() {
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary < CAST('backend one' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        // matches 'all backends' only
+        .with_matched_by_stats(Some(1))
+        .with_pruned_by_stats(Some(2))
+        .with_matched_by_bloom_filter(Some(0))
+        .with_pruned_by_bloom_filter(Some(0))
+        .with_expected_rows(3)
+        .test_row_group_prune()
+        .await;
+
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::ByteArray)
+        .with_query(
+            "SELECT name, service_binary FROM t WHERE service_binary < CAST('backend zero' AS bytea)",
+        )
+        .with_expected_errors(Some(0))
+        .with_matched_by_stats(Some(2))
+        .with_pruned_by_stats(Some(1))
+        .with_matched_by_bloom_filter(Some(0))
+        .with_pruned_by_bloom_filter(Some(0))
+        // all backends from 'mixed' and 'all backends'
+        .with_expected_rows(8)
+        .test_row_group_prune()
+        .await;
+}
+
 #[tokio::test]
 async fn prune_periods_in_column_names() {
     // There are three row groups for "service.name", each with 5 rows = 15 rows total