diff --git a/src/storage/benches/bench_multi_builder.rs b/src/storage/benches/bench_multi_builder.rs
index 891976963041..fe58f0c011db 100644
--- a/src/storage/benches/bench_multi_builder.rs
+++ b/src/storage/benches/bench_multi_builder.rs
@@ -35,7 +35,7 @@ use risingwave_storage::hummock::iterator::{ConcatIterator, ConcatIteratorInner,
 use risingwave_storage::hummock::multi_builder::{CapacitySplitTableBuilder, TableBuilderFactory};
 use risingwave_storage::hummock::value::HummockValue;
 use risingwave_storage::hummock::{
-    BackwardSstableIterator, BatchSstableWriterFactory, CachePolicy, FileCache, HummockResult,
+    BackwardSstableIterator, BatchSstableWriterFactory, CachePolicy, HummockResult,
     MemoryLimiter, SstableBuilder, SstableBuilderOptions, SstableIteratorReadOptions, SstableStore,
     SstableStoreConfig, SstableWriterFactory, SstableWriterOptions, StreamingSstableWriterFactory,
     Xor16FilterBuilder,
@@ -131,23 +131,33 @@ async fn build_tables<F: SstableWriterFactory>(
     ssts
 }
 
-fn generate_sstable_store(object_store: Arc<ObjectStoreImpl>) -> SstableStore {
-    SstableStore::new(SstableStoreConfig {
+async fn generate_sstable_store(object_store: Arc<ObjectStoreImpl>) -> Arc<SstableStore> {
+    let meta_cache_v2 = HybridCacheBuilder::new()
+        .memory(64 << 20)
+        .with_shards(2)
+        .storage()
+        .build()
+        .await
+        .unwrap();
+    let block_cache_v2 = HybridCacheBuilder::new()
+        .memory(128 << 20)
+        .with_shards(2)
+        .storage()
+        .build()
+        .await
+        .unwrap();
+    Arc::new(SstableStore::new(SstableStoreConfig {
         store: object_store,
         path: "test".to_string(),
-        block_cache_capacity: 64 << 20,
-        meta_cache_capacity: 128 << 20,
-        meta_cache_shard_num: 2,
-        block_cache_shard_num: 2,
-        block_cache_eviction: EvictionConfig::for_test(),
-        meta_cache_eviction: EvictionConfig::for_test(),
         prefetch_buffer_capacity: 64 << 20,
         max_prefetch_block_number: 16,
-        data_file_cache: FileCache::none(),
-        meta_file_cache: FileCache::none(),
         recent_filter: None,
-        state_store_metrics: Arc::new(global_hummock_state_store_metrics(MetricLevel::Disabled)),
-    })
+        state_store_metrics: Arc::new(global_hummock_state_store_metrics(
+            MetricLevel::Disabled,
+        )),
+        meta_cache_v2,
+        block_cache_v2,
+    }))
 }
 
 fn bench_builder(
@@ -171,34 +181,8 @@ fn bench_builder(
     });
     let object_store = Arc::new(ObjectStoreImpl::S3(object_store));
 
-
     let sstable_store = runtime.block_on(async {
-        let meta_cache_v2 = HybridCacheBuilder::new()
-            .memory(64 << 20)
-            .with_shards(2)
-            .storage()
-            .build()
-            .await
-            .unwrap();
-        let block_cache_v2 = HybridCacheBuilder::new()
-            .memory(128 << 20)
-            .with_shards(2)
-            .storage()
-            .build()
-            .await
-            .unwrap();
-        Arc::new(SstableStore::new(SstableStoreConfig {
-            store: object_store,
-            path: "test".to_string(),
-            prefetch_buffer_capacity: 64 << 20,
-            max_prefetch_block_number: 16,
-            recent_filter: None,
-            state_store_metrics: Arc::new(global_hummock_state_store_metrics(
-                MetricLevel::Disabled,
-            )),
-            meta_cache_v2,
-            block_cache_v2,
-        }))
+        generate_sstable_store(object_store).await
     });
 
     let mut group = c.benchmark_group("bench_multi_builder");
@@ -255,7 +239,9 @@ fn bench_table_scan(c: &mut Criterion) {
         Arc::new(ObjectStoreConfig::default()),
     );
     let object_store = Arc::new(ObjectStoreImpl::InMem(store));
-    let sstable_store = Arc::new(generate_sstable_store(object_store));
+    let sstable_store = runtime.block_on(async {
+        generate_sstable_store(object_store).await
+    });
 
     let ssts = runtime.block_on(async {
         build_tables(CapacitySplitTableBuilder::for_test(