diff --git a/pkg/executor/builder.go b/pkg/executor/builder.go
index 2a13c5569d16b..a305c56ae2990 100644
--- a/pkg/executor/builder.go
+++ b/pkg/executor/builder.go
@@ -2699,11 +2699,17 @@ func (b *executorBuilder) buildAnalyzeSamplingPushdown(
 		PartitionName:    task.PartitionName,
 		SampleRateReason: sampleRateReason,
 	}
-
+	var concurrency int
+	if b.ctx.GetSessionVars().InRestrictedSQL {
+		// In restricted SQL, we use the default value of DistSQLScanConcurrency. it is copied from tidb_sysproc_scan_concurrency.
+		concurrency = b.ctx.GetSessionVars().DistSQLScanConcurrency()
+	} else {
+		concurrency = b.ctx.GetSessionVars().AnalyzeDistSQLScanConcurrency()
+	}
 	base := baseAnalyzeExec{
 		ctx:         b.ctx,
 		tableID:     task.TableID,
-		concurrency: b.ctx.GetSessionVars().DistSQLScanConcurrency(),
+		concurrency: concurrency,
 		analyzePB: &tipb.AnalyzeReq{
 			Tp:             tipb.AnalyzeType_TypeFullSampling,
 			Flags:          sc.PushDownFlags(),
@@ -2833,11 +2839,17 @@ func (b *executorBuilder) buildAnalyzeColumnsPushdown(
 	failpoint.Inject("injectAnalyzeSnapshot", func(val failpoint.Value) {
 		startTS = uint64(val.(int))
 	})
-
+	var concurrency int
+	if b.ctx.GetSessionVars().InRestrictedSQL {
+		// In restricted SQL, we use the default value of DistSQLScanConcurrency. it is copied from tidb_sysproc_scan_concurrency.
+		concurrency = b.ctx.GetSessionVars().DistSQLScanConcurrency()
+	} else {
+		concurrency = b.ctx.GetSessionVars().AnalyzeDistSQLScanConcurrency()
+	}
 	base := baseAnalyzeExec{
 		ctx:         b.ctx,
 		tableID:     task.TableID,
-		concurrency: b.ctx.GetSessionVars().DistSQLScanConcurrency(),
+		concurrency: concurrency,
 		analyzePB: &tipb.AnalyzeReq{
 			Tp:             tipb.AnalyzeType_TypeColumn,
 			Flags:          sc.PushDownFlags(),
diff --git a/pkg/executor/set_test.go b/pkg/executor/set_test.go
index 98146d8eb686c..682a5a3b897d9 100644
--- a/pkg/executor/set_test.go
+++ b/pkg/executor/set_test.go
@@ -976,7 +976,19 @@ func TestValidateSetVar(t *testing.T) {
 	store := testkit.CreateMockStore(t)
 	tk := testkit.NewTestKit(t, store)
 
-	err := tk.ExecToErr("set global tidb_distsql_scan_concurrency='fff';")
+	err := tk.ExecToErr("set global tidb_analyze_distsql_scan_concurrency='fff';")
+	require.True(t, terror.ErrorEqual(err, variable.ErrWrongTypeForVar), fmt.Sprintf("err %v", err))
+
+	tk.MustExec("set global tidb_analyze_distsql_scan_concurrency=-2;")
+	tk.MustQuery(`show warnings`).Check(testkit.Rows("Warning 1292 Truncated incorrect tidb_analyze_distsql_scan_concurrency value: '-2'"))
+
+	err = tk.ExecToErr("set @@tidb_analyze_distsql_scan_concurrency='fff';")
+	require.True(t, terror.ErrorEqual(err, variable.ErrWrongTypeForVar), fmt.Sprintf("err %v", err))
+
+	tk.MustExec("set @@tidb_analyze_distsql_scan_concurrency=-2;")
+	tk.MustQuery(`show warnings`).Check(testkit.Rows("Warning 1292 Truncated incorrect tidb_analyze_distsql_scan_concurrency value: '-2'"))
+
+	err = tk.ExecToErr("set global tidb_distsql_scan_concurrency='fff';")
 	require.True(t, terror.ErrorEqual(err, variable.ErrWrongTypeForVar), fmt.Sprintf("err %v", err))
 
 	tk.MustExec("set global tidb_distsql_scan_concurrency=-2;")
diff --git a/pkg/sessionctx/variable/session.go b/pkg/sessionctx/variable/session.go
index 670ab863c6fd9..eac7ef14c9f9b 100644
--- a/pkg/sessionctx/variable/session.go
+++ b/pkg/sessionctx/variable/session.go
@@ -2037,6 +2037,7 @@ func NewSessionVars(hctx HookContext) *SessionVars {
 		hashJoinConcurrency:               DefTiDBHashJoinConcurrency,
 		projectionConcurrency:             DefTiDBProjectionConcurrency,
 		distSQLScanConcurrency:            DefDistSQLScanConcurrency,
+		analyzeDistSQLScanConcurrency:     DefAnalyzeDistSQLScanConcurrency,
 		hashAggPartialConcurrency:         DefTiDBHashAggPartialConcurrency,
 		hashAggFinalConcurrency:           DefTiDBHashAggFinalConcurrency,
 		windowConcurrency:                 DefTiDBWindowConcurrency,
@@ -2740,6 +2741,9 @@ type Concurrency struct {
 	// distSQLScanConcurrency is the number of concurrent dist SQL scan worker.
 	distSQLScanConcurrency int
 
+	// analyzeDistSQLScanConcurrency is the number of concurrent dist SQL scan worker when to analyze.
+	analyzeDistSQLScanConcurrency int
+
 	// hashJoinConcurrency is the number of concurrent hash join outer worker.
 	// hashJoinConcurrency is deprecated, use ExecutorConcurrency instead.
 	hashJoinConcurrency int
@@ -2799,6 +2803,11 @@ func (c *Concurrency) SetDistSQLScanConcurrency(n int) {
 	c.distSQLScanConcurrency = n
 }
 
+// SetAnalyzeDistSQLScanConcurrency set the number of concurrent dist SQL scan worker when to analyze.
+func (c *Concurrency) SetAnalyzeDistSQLScanConcurrency(n int) {
+	c.analyzeDistSQLScanConcurrency = n
+}
+
 // SetHashJoinConcurrency set the number of concurrent hash join outer worker.
 func (c *Concurrency) SetHashJoinConcurrency(n int) {
 	c.hashJoinConcurrency = n
@@ -2865,6 +2874,11 @@ func (c *Concurrency) DistSQLScanConcurrency() int {
 	return c.distSQLScanConcurrency
 }
 
+// AnalyzeDistSQLScanConcurrency return the number of concurrent dist SQL scan worker when to analyze.
+func (c *Concurrency) AnalyzeDistSQLScanConcurrency() int {
+	return c.analyzeDistSQLScanConcurrency
+}
+
 // HashJoinConcurrency return the number of concurrent hash join outer worker.
 func (c *Concurrency) HashJoinConcurrency() int {
 	if c.hashJoinConcurrency != ConcurrencyUnset {
diff --git a/pkg/sessionctx/variable/sysvar.go b/pkg/sessionctx/variable/sysvar.go
index 84e8c358b7491..532cd0fdab3a6 100644
--- a/pkg/sessionctx/variable/sysvar.go
+++ b/pkg/sessionctx/variable/sysvar.go
@@ -1671,6 +1671,10 @@ var defaultSysVars = []*SysVar{
 		s.distSQLScanConcurrency = tidbOptPositiveInt32(val, DefDistSQLScanConcurrency)
 		return nil
 	}},
+	{Scope: ScopeGlobal | ScopeSession, Name: TiDBAnalyzeDistSQLScanConcurrency, Value: strconv.Itoa(DefAnalyzeDistSQLScanConcurrency), Type: TypeUnsigned, MinValue: 1, MaxValue: MaxConfigurableConcurrency, SetSession: func(s *SessionVars, val string) error {
+		s.analyzeDistSQLScanConcurrency = tidbOptPositiveInt32(val, DefAnalyzeDistSQLScanConcurrency)
+		return nil
+	}},
 	{Scope: ScopeGlobal | ScopeSession, Name: TiDBOptInSubqToJoinAndAgg, Value: BoolToOnOff(DefOptInSubqToJoinAndAgg), Type: TypeBool, SetSession: func(s *SessionVars, val string) error {
 		s.SetAllowInSubqToJoinAndAgg(TiDBOptOn(val))
 		return nil
diff --git a/pkg/sessionctx/variable/tidb_vars.go b/pkg/sessionctx/variable/tidb_vars.go
index 276fe055c7c17..2ef9ba709befb 100644
--- a/pkg/sessionctx/variable/tidb_vars.go
+++ b/pkg/sessionctx/variable/tidb_vars.go
@@ -298,6 +298,9 @@ const (
 	// If the query has a LIMIT clause, high concurrency makes the system do much more work than needed.
 	TiDBDistSQLScanConcurrency = "tidb_distsql_scan_concurrency"
 
+	// TiDBAnalyzeDistSQLScanConcurrency is used to set the concurrency of a distsql scan task for analyze statement.
+	TiDBAnalyzeDistSQLScanConcurrency = "tidb_analyze_distsql_scan_concurrency"
+
 	// TiDBOptInSubqToJoinAndAgg is used to enable/disable the optimizer rule of rewriting IN subquery.
 	TiDBOptInSubqToJoinAndAgg = "tidb_opt_insubq_to_join_and_agg"
 
@@ -1141,6 +1144,7 @@ const (
 	DefIndexJoinBatchSize                          = 25000
 	DefIndexLookupSize                             = 20000
 	DefDistSQLScanConcurrency                      = 15
+	DefAnalyzeDistSQLScanConcurrency               = 4
 	DefBuildStatsConcurrency                       = 2
 	DefBuildSamplingStatsConcurrency               = 2
 	DefAutoAnalyzeRatio                            = 0.5