diff --git a/Cargo.lock b/Cargo.lock
index d6fa5cc..c964d02 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -7300,8 +7300,10 @@ dependencies = [
  "kvdb",
  "kvdb-memorydb",
  "kvdb-rocksdb",
+ "lazy_static",
  "merkle_light",
  "merkle_tree",
+ "metrics",
  "once_cell",
  "parking_lot 0.12.3",
  "rand 0.8.5",
diff --git a/node/storage/Cargo.toml b/node/storage/Cargo.toml
index aed9c68..c36afb4 100644
--- a/node/storage/Cargo.toml
+++ b/node/storage/Cargo.toml
@@ -31,6 +31,8 @@ parking_lot = "0.12.3"
 serde_json = "1.0.127"
 tokio = { version = "1.38.0", features = ["full"] }
 task_executor = { path = "../../common/task_executor" }
+lazy_static = "1.4.0"
+metrics = { workspace = true }
 once_cell = { version = "1.19.0", features = [] }
 
 [dev-dependencies]
diff --git a/node/storage/src/log_store/log_manager.rs b/node/storage/src/log_store/log_manager.rs
index 5ef2fa9..90b2567 100644
--- a/node/storage/src/log_store/log_manager.rs
+++ b/node/storage/src/log_store/log_manager.rs
@@ -26,6 +26,7 @@ use std::cmp::Ordering;
 use std::path::Path;
 use std::sync::mpsc;
 use std::sync::Arc;
+use std::time::Instant;
 use tracing::{debug, error, info, instrument, trace, warn};
 
 /// 256 Bytes
@@ -861,6 +862,7 @@ impl LogManager {
         if merkle_list.is_empty() {
             return Ok(());
         }
+        let start_time = Instant::now();
 
         self.pad_tx(tx_start_index, &mut *merkle)?;
 
@@ -896,6 +898,8 @@ impl LogManager {
                     .append_subtree(subtree_depth - log2_pow2(PORA_CHUNK_SIZE), subtree_root)?;
             }
         }
+
+        metrics::APPEND_SUBTREE_LIST.update_since(start_time);
         Ok(())
     }
 
@@ -1107,6 +1111,8 @@ impl LogManager {
     }
 
     fn copy_tx_and_finalize(&self, from_tx_seq: u64, to_tx_seq_list: Vec<u64>) -> Result<()> {
+        let start_time = Instant::now();
+
         let mut merkle = self.merkle.write();
         let shard_config = self.flow_store.get_shard_config();
         // We have all the data need for this tx, so just copy them.
@@ -1155,6 +1161,8 @@ impl LogManager {
         for (seq, _) in to_tx_offset_list {
             self.tx_store.finalize_tx(seq)?;
         }
+
+        metrics::COPY_TX_AND_FINALIZE.update_since(start_time);
         Ok(())
     }
 
diff --git a/node/storage/src/log_store/metrics.rs b/node/storage/src/log_store/metrics.rs
new file mode 100644
index 0000000..9757615
--- /dev/null
+++ b/node/storage/src/log_store/metrics.rs
@@ -0,0 +1,14 @@
+use std::sync::Arc;
+
+use metrics::{register_timer, Timer};
+
+lazy_static::lazy_static! {
+    pub static ref TX_STORE_PUT: Arc<dyn Timer> = register_timer("log_store_tx_store_put_tx");
+
+
+    pub static ref APPEND_SUBTREE_LIST: Arc<dyn Timer> =
+        register_timer("log_store_log_manager_append_subtree_list");
+
+    pub static ref COPY_TX_AND_FINALIZE: Arc<dyn Timer> =
+        register_timer("log_store_log_manager_copy_tx_and_finalize");
+}
diff --git a/node/storage/src/log_store/mod.rs b/node/storage/src/log_store/mod.rs
index 5f74a10..2742077 100644
--- a/node/storage/src/log_store/mod.rs
+++ b/node/storage/src/log_store/mod.rs
@@ -16,6 +16,7 @@ mod flow_store;
 mod load_chunk;
 pub mod log_manager;
 mod seal_task_manager;
+mod metrics;
 #[cfg(test)]
 mod tests;
 pub mod tx_store;
diff --git a/node/storage/src/log_store/tx_store.rs b/node/storage/src/log_store/tx_store.rs
index 37d4b45..ca6039c 100644
--- a/node/storage/src/log_store/tx_store.rs
+++ b/node/storage/src/log_store/tx_store.rs
@@ -3,6 +3,7 @@ use crate::log_store::log_manager::{
     data_to_merkle_leaves, sub_merkle_tree, COL_BLOCK_PROGRESS, COL_MISC, COL_TX, COL_TX_COMPLETED,
     COL_TX_DATA_ROOT_INDEX, ENTRY_SIZE, PORA_CHUNK_SIZE,
 };
+use crate::log_store::metrics;
 use crate::{try_option, LogManager, ZgsKeyValueDB};
 use anyhow::{anyhow, Result};
 use append_merkle::{AppendMerkleTree, MerkleTreeRead, Sha3Algorithm};
@@ -15,6 +16,7 @@ use std::collections::hash_map::Entry;
 use std::collections::HashMap;
 use std::sync::atomic::{AtomicU64, Ordering};
 use std::sync::Arc;
+use std::time::Instant;
 use tracing::{error, instrument};
 
 const LOG_SYNC_PROGRESS_KEY: &str = "log_sync_progress";
@@ -51,6 +53,8 @@ impl TransactionStore {
     #[instrument(skip(self))]
     /// Return `Ok(Some(tx_seq))` if a previous transaction has the same tx root.
     pub fn put_tx(&self, mut tx: Transaction) -> Result<Vec<u64>> {
+        let start_time = Instant::now();
+
         let old_tx_seq_list = self.get_tx_seq_list_by_data_root(&tx.data_merkle_root)?;
         if old_tx_seq_list.last().is_some_and(|seq| *seq == tx.seq) {
             // The last tx is inserted again, so no need to process it.
@@ -86,6 +90,7 @@ impl TransactionStore {
         );
         self.next_tx_seq.store(tx.seq + 1, Ordering::SeqCst);
         self.kvdb.write(db_tx)?;
+        metrics::TX_STORE_PUT.update_since(start_time);
         Ok(old_tx_seq_list)
     }