diff --git a/components/raftstore/src/store/fsm/peer.rs b/components/raftstore/src/store/fsm/peer.rs
index a871788fe89..07ac28297b1 100644
--- a/components/raftstore/src/store/fsm/peer.rs
+++ b/components/raftstore/src/store/fsm/peer.rs
@@ -5357,14 +5357,10 @@ where
         let allow_replica_read = read_only && msg.get_header().get_replica_read();
         let flags = WriteBatchFlags::from_bits_check(msg.get_header().get_flags());
         let allow_stale_read = read_only && flags.contains(WriteBatchFlags::STALE_READ);
-        let split_region = msg.has_admin_request()
-            && msg.get_admin_request().get_cmd_type() == AdminCmdType::BatchSplit;
         if !self.fsm.peer.is_leader()
             && !is_read_index_request
             && !allow_replica_read
             && !allow_stale_read
-            // allow proposal split command at non-leader, raft layer will forward it to leader.
-            && !split_region
         {
             self.ctx.raft_metrics.invalid_proposal.not_leader.inc();
             let leader = self.fsm.peer.get_peer_from_cache(leader_id);
diff --git a/components/raftstore/src/store/metrics.rs b/components/raftstore/src/store/metrics.rs
index ccc28306059..8595ed0bcf6 100644
--- a/components/raftstore/src/store/metrics.rs
+++ b/components/raftstore/src/store/metrics.rs
@@ -193,7 +193,6 @@ make_static_metric! {
         conf_change,
         batch,
         dropped_read_index,
-        non_leader_split,
     }
 
     pub label_enum RaftInvalidProposal {
diff --git a/components/raftstore/src/store/peer.rs b/components/raftstore/src/store/peer.rs
index b9a3a491563..fa5c8346c0c 100644
--- a/components/raftstore/src/store/peer.rs
+++ b/components/raftstore/src/store/peer.rs
@@ -4343,12 +4343,7 @@ where
         }
 
         match req.get_admin_request().get_cmd_type() {
-            AdminCmdType::Split | AdminCmdType::BatchSplit => {
-                ctx.insert(ProposalContext::SPLIT);
-                if !self.is_leader() {
-                    poll_ctx.raft_metrics.propose.non_leader_split.inc();
-                }
-            }
+            AdminCmdType::Split | AdminCmdType::BatchSplit => ctx.insert(ProposalContext::SPLIT),
             AdminCmdType::PrepareMerge => {
                 self.pre_propose_prepare_merge(poll_ctx, req)?;
                 ctx.insert(ProposalContext::PREPARE_MERGE);
diff --git a/components/raftstore/src/store/worker/pd.rs b/components/raftstore/src/store/worker/pd.rs
index 3ec4c65c4c5..152dc7b3ef6 100644
--- a/components/raftstore/src/store/worker/pd.rs
+++ b/components/raftstore/src/store/worker/pd.rs
@@ -469,14 +469,6 @@ where
 const DEFAULT_LOAD_BASE_SPLIT_CHECK_INTERVAL: Duration = Duration::from_secs(1);
 const DEFAULT_COLLECT_TICK_INTERVAL: Duration = Duration::from_secs(1);
 
-fn default_load_base_split_check_interval() -> Duration {
-    fail_point!("mock_load_base_split_check_interval", |t| {
-        let t = t.unwrap().parse::<u64>().unwrap();
-        Duration::from_millis(t)
-    });
-    DEFAULT_LOAD_BASE_SPLIT_CHECK_INTERVAL
-}
-
 fn default_collect_tick_interval() -> Duration {
     fail_point!("mock_collect_tick_interval", |_| {
         Duration::from_millis(1)
@@ -602,7 +594,7 @@ where
             cpu_stats_sender: None,
             collect_store_infos_interval: interval,
             load_base_split_check_interval: cmp::min(
-                default_load_base_split_check_interval(),
+                DEFAULT_LOAD_BASE_SPLIT_CHECK_INTERVAL,
                 interval,
             ),
             // Use `inspect_latency_interval` as the minimal limitation for collecting tick.
@@ -2132,19 +2124,11 @@ where
 
                 let f = async move {
                     for split_info in split_infos {
-                        let Ok(Some((region, leader))) = pd_client
-                            .get_region_leader_by_id(split_info.region_id)
-                            .await
+                        let Ok(Some(region)) =
+                            pd_client.get_region_by_id(split_info.region_id).await
                         else {
                             continue;
                         };
-                        if leader.get_id() != split_info.peer.get_id() {
-                            info!("load base split region on non-leader";
-                                "region_id" => region.get_id(),
-                                "peer_id" => split_info.peer.get_id(),
-                                "leader_id" => leader.get_id(),
-                            );
-                        }
                         // Try to split the region with the given split key.
                         if let Some(split_key) = split_info.split_key {
                             Self::handle_ask_batch_split(
diff --git a/components/raftstore/src/store/worker/split_controller.rs b/components/raftstore/src/store/worker/split_controller.rs
index eb281db4f4e..b3d97413ab3 100644
--- a/components/raftstore/src/store/worker/split_controller.rs
+++ b/components/raftstore/src/store/worker/split_controller.rs
@@ -285,7 +285,7 @@ impl Recorder {
     }
 
     fn update_peer(&mut self, peer: &Peer) {
-        if self.peer != *peer && peer.get_id() != 0 {
+        if self.peer != *peer {
             self.peer = peer.clone();
         }
     }
@@ -844,7 +844,6 @@ impl AutoSplitController {
                         "qps" => qps,
                         "byte" => byte,
                         "cpu_usage" => cpu_usage,
-                        "peer" => ?recorder.peer,
                     );
                     self.recorders.remove(&region_id);
                 } else if is_unified_read_pool_busy && is_region_busy {
diff --git a/tests/integrations/raftstore/test_split_region.rs b/tests/integrations/raftstore/test_split_region.rs
index 831ce113a64..b6874f10df2 100644
--- a/tests/integrations/raftstore/test_split_region.rs
+++ b/tests/integrations/raftstore/test_split_region.rs
@@ -9,14 +9,11 @@ use std::{
 
 use engine_rocks::RocksEngine;
 use engine_traits::{Peekable, CF_DEFAULT, CF_WRITE};
-use grpcio::{ChannelBuilder, Environment};
 use keys::data_key;
 use kvproto::{
-    kvrpcpb::{Context, Op},
     metapb, pdpb,
     raft_cmdpb::*,
     raft_serverpb::{ExtraMessageType, RaftMessage},
-    tikvpb_grpc::TikvClient,
 };
 use pd_client::PdClient;
 use raft::eraftpb::MessageType;
@@ -241,89 +238,6 @@ fn test_auto_split_region() {
     assert!(resp.get_header().get_error().has_key_not_in_region());
 }
 
-#[test_case(test_raftstore::new_server_cluster)]
-fn test_load_base_auto_split_with_follower_read() {
-    fail::cfg("mock_tick_interval", "return(0)").unwrap();
-    fail::cfg("mock_collect_tick_interval", "return(0)").unwrap();
-    fail::cfg("mock_load_base_split_check_interval", "return(100)").unwrap();
-    fail::cfg("mock_region_is_busy", "return(0)").unwrap();
-    fail::cfg("mock_unified_read_pool_is_busy", "return(0)").unwrap();
-    let count = 2;
-    let mut cluster = new_cluster(0, count);
-    cluster.cfg.split.qps_threshold = Some(10);
-    cluster.cfg.split.byte_threshold = Some(1);
-    cluster.cfg.split.sample_threshold = 10;
-    cluster.cfg.split.detect_times = 2;
-    cluster.cfg.split.split_balance_score = 0.5;
-    cluster.run();
-    let pd_client = Arc::clone(&cluster.pd_client);
-    let target = pd_client.get_region(b"").unwrap();
-    let leader = cluster.leader_of_region(target.get_id()).unwrap();
-    let follower = target
-        .get_peers()
-        .iter()
-        .find(|p| p.get_id() != leader.get_id())
-        .unwrap()
-        .clone();
-
-    let env: Arc<Environment> = Arc::new(Environment::new(1));
-    let new_client = |peer: metapb::Peer| {
-        let cli = TikvClient::new(
-            ChannelBuilder::new(env.clone())
-                .connect(&cluster.sim.rl().get_addr(peer.get_store_id())),
-        );
-        let epoch = cluster.get_region_epoch(target.get_id());
-        let mut ctx = Context::default();
-        ctx.set_region_id(target.get_id());
-        ctx.set_peer(peer);
-        ctx.set_region_epoch(epoch);
-        PeerClient { cli, ctx }
-    };
-    let mut region1 = pd_client.get_region(b"k1").unwrap();
-    let mut region2 = pd_client.get_region(b"k3").unwrap();
-    assert_eq!(region1.get_id(), region2.get_id());
-
-    let leader_client = new_client(leader);
-    let commit_ts1 = leader_client.must_kv_write(
-        &pd_client,
-        vec![new_mutation(Op::Put, &b"k1"[..], &b"v1"[..])],
-        b"k1".to_vec(),
-    );
-    let commit_ts2 = leader_client.must_kv_write(
-        &pd_client,
-        vec![new_mutation(Op::Put, &b"k2"[..], &b"v2"[..])],
-        b"k2".to_vec(),
-    );
-    let commit_ts3 = leader_client.must_kv_write(
-        &pd_client,
-        vec![new_mutation(Op::Put, &b"k3"[..], &b"v3"[..])],
-        b"k3".to_vec(),
-    );
-    let mut follower_client = new_client(follower);
-    follower_client.ctx.set_replica_read(true);
-    for i in 0..100 {
-        follower_client.kv_read(b"k1".to_vec(), commit_ts1 + i);
-        follower_client.kv_read(b"k2".to_vec(), commit_ts2 + i);
-        follower_client.kv_read(b"k3".to_vec(), commit_ts3 + i);
-    }
-    thread::sleep(Duration::from_millis(100));
-    follower_client.kv_read(b"k3".to_vec(), commit_ts3);
-    for _ in 1..250 {
-        region1 = pd_client.get_region(b"k0").unwrap();
-        region2 = pd_client.get_region(b"k4").unwrap();
-        if region1.get_id() != region2.get_id() {
-            break;
-        }
-        thread::sleep(Duration::from_millis(20))
-    }
-    assert_ne!(region1.get_id(), region2.get_id());
-    fail::remove("mock_tick_interval");
-    fail::remove("mock_region_is_busy");
-    fail::remove("mock_collect_tick_interval");
-    fail::remove("mock_unified_read_pool_is_busy");
-    fail::remove("mock_load_base_split_check_interval");
-}
-
 // A filter that disable commitment by heartbeat.
 #[derive(Clone)]
 struct EraseHeartbeatCommit;