diff --git a/src/common/src/config.rs b/src/common/src/config.rs
index 99aae245125eb..cd276e8a966f4 100644
--- a/src/common/src/config.rs
+++ b/src/common/src/config.rs
@@ -976,6 +976,11 @@ pub struct StreamingDeveloperConfig {
     /// If true, the arrangement backfill will be disabled,
     /// even if session variable set.
     pub enable_arrangement_backfill: bool,
+
+    #[serde(default = "default::developer::stream_high_join_amplification_threshold")]
+    /// If number of hash join matches exceeds this threshold number,
+    /// it will be logged.
+    pub high_join_amplification_threshold: usize,
 }
 
 /// The subsections `[batch.developer]`.
@@ -1733,6 +1738,10 @@ pub mod default {
         pub fn stream_enable_arrangement_backfill() -> bool {
             true
         }
+
+        pub fn stream_high_join_amplification_threshold() -> usize {
+            2048
+        }
     }
 
     pub use crate::system_param::default as system;
diff --git a/src/config/example.toml b/src/config/example.toml
index fc70258788bbc..a50b4b8c10d65 100644
--- a/src/config/example.toml
+++ b/src/config/example.toml
@@ -118,6 +118,7 @@ stream_memory_controller_eviction_factor_stable = 1.0
 stream_memory_controller_sequence_tls_step = 128
 stream_memory_controller_sequence_tls_lag = 32
 stream_enable_arrangement_backfill = true
+stream_high_join_amplification_threshold = 2048
 
 [storage]
 share_buffers_sync_parallelism = 1
diff --git a/src/stream/src/executor/hash_join.rs b/src/stream/src/executor/hash_join.rs
index 264f6cbb67a81..0bf825138d92a 100644
--- a/src/stream/src/executor/hash_join.rs
+++ b/src/stream/src/executor/hash_join.rs
@@ -11,11 +11,12 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-
 use std::collections::{BTreeMap, HashSet};
+use std::num::NonZeroU32;
 use std::sync::LazyLock;
 use std::time::Duration;
 
+use governor::{Quota, RateLimiter};
 use itertools::Itertools;
 use multimap::MultiMap;
 use risingwave_common::array::Op;
@@ -159,6 +160,8 @@ pub struct HashJoinExecutor<K: HashKey, S: StateStore, const T: JoinTypePrimitiv
 
     /// watermark column index -> `BufferedWatermarks`
     watermark_buffers: BTreeMap<usize, BufferedWatermarks<SideTypePrimitive>>,
+
+    high_join_amplification_threshold: usize,
 }
 
 impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> std::fmt::Debug
@@ -195,6 +198,7 @@ struct EqJoinArgs<'a, K: HashKey, S: StateStore> {
     append_only_optimize: bool,
     chunk_size: usize,
     cnt_rows_received: &'a mut u32,
+    high_join_amplification_threshold: usize,
 }
 
 impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K, S, T> {
@@ -218,6 +222,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
         is_append_only: bool,
         metrics: Arc<StreamingMetrics>,
         chunk_size: usize,
+        high_join_amplification_threshold: usize,
     ) -> Self {
         let side_l_column_n = input_l.schema().len();
 
@@ -446,6 +451,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
             chunk_size,
             cnt_rows_received: 0,
             watermark_buffers,
+            high_join_amplification_threshold,
         }
     }
 
@@ -539,6 +545,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
                         append_only_optimize: self.append_only_optimize,
                         chunk_size: self.chunk_size,
                         cnt_rows_received: &mut self.cnt_rows_received,
+                        high_join_amplification_threshold: self.high_join_amplification_threshold,
                     }) {
                         left_time += left_start_time.elapsed();
                         yield Message::Chunk(chunk?);
@@ -563,6 +570,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
                         append_only_optimize: self.append_only_optimize,
                         chunk_size: self.chunk_size,
                         cnt_rows_received: &mut self.cnt_rows_received,
+                        high_join_amplification_threshold: self.high_join_amplification_threshold,
                     }) {
                         right_time += right_start_time.elapsed();
                         yield Message::Chunk(chunk?);
@@ -773,6 +781,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive> HashJoinExecutor<K,
             append_only_optimize,
             chunk_size,
             cnt_rows_received,
+            high_join_amplification_threshold,
             ..
         } = args;
 
@@ -828,13 +837,16 @@ 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 {
-                    static LOG_SUPPERSSER: LazyLock<LogSuppresser> =
-                        LazyLock::new(LogSuppresser::default);
+                if rows.len() > high_join_amplification_threshold {
+                    static LOG_SUPPERSSER: LazyLock<LogSuppresser> = LazyLock::new(|| {
+                        LogSuppresser::new(RateLimiter::direct(Quota::per_minute(
+                            NonZeroU32::new(1).unwrap(),
+                        )))
+                    });
                     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",
+                        tracing::warn!(target: "high_join_amplification",
                             suppressed_count,
                             matched_rows_len = rows.len(),
                             update_table_id = side_update.ht.table_id(),
@@ -1205,6 +1217,7 @@ mod tests {
             false,
             Arc::new(StreamingMetrics::unused()),
             1024,
+            2048,
         );
         (tx_l, tx_r, executor.boxed().execute())
     }
@@ -1297,6 +1310,7 @@ mod tests {
             true,
             Arc::new(StreamingMetrics::unused()),
             1024,
+            2048,
         );
         (tx_l, tx_r, executor.boxed().execute())
     }
diff --git a/src/stream/src/from_proto/hash_join.rs b/src/stream/src/from_proto/hash_join.rs
index 28a6aa72d4a6f..2d421274cec39 100644
--- a/src/stream/src/from_proto/hash_join.rs
+++ b/src/stream/src/from_proto/hash_join.rs
@@ -155,6 +155,11 @@ impl ExecutorBuilder for HashJoinExecutorBuilder {
             join_type_proto: node.get_join_type()?,
             join_key_data_types,
             chunk_size: params.env.config().developer.chunk_size,
+            high_join_amplification_threshold: params
+                .env
+                .config()
+                .developer
+                .high_join_amplification_threshold,
         };
 
         let exec = args.dispatch()?;
@@ -183,6 +188,7 @@ struct HashJoinExecutorDispatcherArgs<S: StateStore> {
     join_type_proto: JoinTypeProto,
     join_key_data_types: Vec<DataType>,
     chunk_size: usize,
+    high_join_amplification_threshold: usize,
 }
 
 impl<S: StateStore> HashKeyDispatcher for HashJoinExecutorDispatcherArgs<S> {
@@ -211,6 +217,7 @@ impl<S: StateStore> HashKeyDispatcher for HashJoinExecutorDispatcherArgs<S> {
                     self.is_append_only,
                     self.metrics,
                     self.chunk_size,
+                    self.high_join_amplification_threshold,
                 )
                 .boxed())
             };