diff --git a/src/stream/src/executor/hash_join.rs b/src/stream/src/executor/hash_join.rs
index 427b036fe7fe..f16f918ddea0 100644
--- a/src/stream/src/executor/hash_join.rs
+++ b/src/stream/src/executor/hash_join.rs
@@ -13,12 +13,14 @@
 // limitations under the License.
 
 use std::collections::{BTreeMap, HashSet};
+use std::sync::LazyLock;
 use std::time::Duration;
 
 use itertools::Itertools;
 use multimap::MultiMap;
 use risingwave_common::array::Op;
 use risingwave_common::hash::{HashKey, NullBitmap};
+use risingwave_common::log::LogSuppresser;
 use risingwave_common::types::{DefaultOrd, ToOwnedDatum};
 use risingwave_common::util::epoch::EpochPair;
 use risingwave_common::util::iter_util::ZipEqDebug;
@@ -829,18 +831,23 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
 
             if let Some(rows) = &matched_rows {
                 join_matched_join_keys.observe(rows.len() as _);
-                if rows.len() > 10000 {
-                    let join_key_data_types = side_update.ht.join_key_data_types();
-                    let key = key.deserialize(join_key_data_types)?;
-                    tracing::debug!(target: "hash_join_amplification",
-                        matched_rows_len = rows.len(),
-                        update_table_id = side_update.ht.table_id(),
-                        match_table_id = side_match.ht.table_id(),
-                        join_key = ?key,
-                        actor_id = ctx.id,
-                        fragment_id = ctx.fragment_id,
-                        "large rows matched for join key"
-                    );
+                if rows.len() >= 10000 {
+                    static LOG_SUPPERSSER: LazyLock<LogSuppresser> =
+                        LazyLock::new(LogSuppresser::default);
+                    if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                        let join_key_data_types = side_update.ht.join_key_data_types();
+                        let key = key.deserialize(join_key_data_types)?;
+                        tracing::warn!(target: "hash_join_amplification",
+                            suppressed_count,
+                            matched_rows_len = rows.len(),
+                            update_table_id = side_update.ht.table_id(),
+                            match_table_id = side_match.ht.table_id(),
+                            join_key = ?key,
+                            actor_id = ctx.id,
+                            fragment_id = ctx.fragment_id,
+                            "large rows matched for join key"
+                        );
+                    }
                 }
             } else {
                 join_matched_join_keys.observe(0.0)