diff --git a/pkg/metrics/metrics.go b/pkg/metrics/metrics.go
index 66057f49785d6..4338b186de0d8 100644
--- a/pkg/metrics/metrics.go
+++ b/pkg/metrics/metrics.go
@@ -45,6 +45,7 @@ const (
 	LabelGCWorker   = "gcworker"
 	LabelAnalyze    = "analyze"
 	LabelWorkerPool = "worker-pool"
+	LabelStats      = "stats"
 
 	LabelBatchRecvLoop = "batch-recv-loop"
 	LabelBatchSendLoop = "batch-send-loop"
diff --git a/pkg/statistics/handle/usage/session_stats_collect.go b/pkg/statistics/handle/usage/session_stats_collect.go
index d5a7b74650adc..648c9b5ccbc5c 100644
--- a/pkg/statistics/handle/usage/session_stats_collect.go
+++ b/pkg/statistics/handle/usage/session_stats_collect.go
@@ -80,6 +80,7 @@ func (s *statsUsageImpl) needDumpStatsDelta(is infoschema.InfoSchema, dumpAll bo
 // DumpStatsDeltaToKV sweeps the whole list and updates the global map, then we dumps every table that held in map to KV.
 // If the mode is `DumpDelta`, it will only dump that delta info that `Modify Count / Table Count` greater than a ratio.
 func (s *statsUsageImpl) DumpStatsDeltaToKV(dumpAll bool) error {
+	defer util.Recover(metrics.LabelStats, "DumpStatsDeltaToKV", nil, false)
 	start := time.Now()
 	defer func() {
 		dur := time.Since(start)
@@ -219,6 +220,7 @@ func (s *statsUsageImpl) dumpTableStatCountToKV(is infoschema.InfoSchema, physic
 
 // DumpColStatsUsageToKV sweeps the whole list, updates the column stats usage map and dumps it to KV.
 func (s *statsUsageImpl) DumpColStatsUsageToKV() error {
+	defer util.Recover(metrics.LabelStats, "DumpColStatsUsageToKV", nil, false)
 	if !variable.EnableColumnTracking.Load() {
 		return nil
 	}
diff --git a/pkg/statistics/handle/util/BUILD.bazel b/pkg/statistics/handle/util/BUILD.bazel
index a44568c1ee099..bd94c41418cd5 100644
--- a/pkg/statistics/handle/util/BUILD.bazel
+++ b/pkg/statistics/handle/util/BUILD.bazel
@@ -12,6 +12,7 @@ go_library(
     deps = [
         "//pkg/infoschema",
         "//pkg/kv",
+        "//pkg/metrics",
         "//pkg/parser/ast",
         "//pkg/parser/model",
         "//pkg/parser/terror",
@@ -20,6 +21,7 @@ go_library(
         "//pkg/statistics",
         "//pkg/table",
         "//pkg/types",
+        "//pkg/util",
         "//pkg/util/chunk",
         "//pkg/util/intest",
         "//pkg/util/sqlexec",
diff --git a/pkg/statistics/handle/util/util.go b/pkg/statistics/handle/util/util.go
index f76d963359ac0..f85710420f515 100644
--- a/pkg/statistics/handle/util/util.go
+++ b/pkg/statistics/handle/util/util.go
@@ -23,10 +23,12 @@ import (
 	"github.com/pingcap/errors"
 	"github.com/pingcap/failpoint"
 	"github.com/pingcap/tidb/pkg/kv"
+	"github.com/pingcap/tidb/pkg/metrics"
 	"github.com/pingcap/tidb/pkg/parser/ast"
 	"github.com/pingcap/tidb/pkg/parser/terror"
 	"github.com/pingcap/tidb/pkg/sessionctx"
 	"github.com/pingcap/tidb/pkg/sessionctx/variable"
+	"github.com/pingcap/tidb/pkg/util"
 	"github.com/pingcap/tidb/pkg/util/chunk"
 	"github.com/pingcap/tidb/pkg/util/intest"
 	"github.com/pingcap/tidb/pkg/util/sqlexec"
@@ -83,6 +85,7 @@ var (
 
 // CallWithSCtx allocates a sctx from the pool and call the f().
 func CallWithSCtx(pool SessionPool, f func(sctx sessionctx.Context) error, flags ...int) (err error) {
+	defer util.Recover(metrics.LabelStats, "CallWithSCtx", nil, false)
 	se, err := pool.Get()
 	if err != nil {
 		return err