diff --git a/tests/robustness/client/client.go b/tests/robustness/client/client.go
index 516e5d5df..6ca9b76ec 100644
--- a/tests/robustness/client/client.go
+++ b/tests/robustness/client/client.go
@@ -316,6 +316,7 @@ func ToWatchResponse(r clientv3.WatchResponse, baseTime time.Time) model.WatchRe
 	}
 	resp.IsProgressNotify = r.IsProgressNotify()
 	resp.Revision = r.Header.Revision
+	resp.MemberId = r.Header.MemberId
 	err := r.Err()
 	if err != nil {
 		resp.Error = r.Err().Error()
diff --git a/tests/robustness/main_test.go b/tests/robustness/main_test.go
index 63ba6b377..b792007dc 100644
--- a/tests/robustness/main_test.go
+++ b/tests/robustness/main_test.go
@@ -101,6 +101,7 @@ func testRobustness(ctx context.Context, t *testing.T, lg *zap.Logger, s testSce
 		watchProgressNotifyEnabled := c.Cfg.ServerConfig.ExperimentalWatchProgressNotifyInterval != 0
 		validateGotAtLeastOneProgressNotify(t, r.Client, s.watch.requestProgress || watchProgressNotifyEnabled)
 	}
+	validateWatchSequential(t, r.Client)
 	validateConfig := validate.Config{ExpectRevisionUnique: s.traffic.ExpectUniqueRevision()}
 	r.Visualize = validate.ValidateAndReturnVisualize(t, lg, validateConfig, r.Client, persistedRequests, 5*time.Minute)
 
diff --git a/tests/robustness/model/watch.go b/tests/robustness/model/watch.go
index fc880e30e..5d8bd38b9 100644
--- a/tests/robustness/model/watch.go
+++ b/tests/robustness/model/watch.go
@@ -26,5 +26,6 @@ type WatchResponse struct {
 	IsProgressNotify bool
 	Revision         int64
 	Time             time.Duration
+	MemberId         uint64
 	Error            string
 }
diff --git a/tests/robustness/watch.go b/tests/robustness/watch.go
index 3da853f00..254d81164 100644
--- a/tests/robustness/watch.go
+++ b/tests/robustness/watch.go
@@ -16,6 +16,7 @@ package robustness
 
 import (
 	"context"
+	"sort"
 	"sync"
 	"testing"
 	"time"
@@ -141,3 +142,58 @@ external:
 		t.Errorf("Progress notify does not match, expect: %v, got: %v", expectProgressNotify, gotProgressNotify)
 	}
 }
+
+type timeLastRevision struct {
+	time         time.Duration
+	lastRevision int64
+}
+
+func combineWatchResponses(reports []report.ClientReport) map[uint64][]timeLastRevision {
+	result := make(map[uint64][]timeLastRevision)
+	for _, r := range reports {
+		for _, op := range r.Watch {
+			for _, resp := range op.Responses {
+				if len(resp.Events) == 0 {
+					continue
+				}
+				result[resp.MemberId] = append(result[resp.MemberId], timeLastRevision{time: resp.Time, lastRevision: resp.Events[len(resp.Events)-1].Revision})
+			}
+		}
+	}
+	for memberId, structs := range result {
+		sort.Slice(structs, func(i, j int) bool {
+			return structs[i].time < structs[j].time
+		})
+		result[memberId] = structs
+	}
+	return result
+}
+
+func validateWatchSequential(t *testing.T, reports []report.ClientReport) {
+	combinedWatchResponses := combineWatchResponses(reports)
+	for _, r := range reports {
+		for _, op := range r.Watch {
+			if op.Request.Revision != 0 {
+				continue
+			}
+			for _, resp := range op.Responses {
+				if len(resp.Events) == 0 {
+					continue
+				}
+				var lastMemberWatchRevision int64
+				for i, c := range combinedWatchResponses[resp.MemberId] {
+					// Reports are sorted by time, find first greater or equal and use previous one.
+					if resp.Time >= c.time {
+						if i == 0 {
+							continue
+						}
+						lastMemberWatchRevision = combinedWatchResponses[resp.MemberId][i-1].lastRevision
+					}
+				}
+				if resp.Events[0].Revision < lastMemberWatchRevision {
+					t.Errorf("Error watch is not sequential, expect: %v or higher, got: %v, member id: %v", lastMemberWatchRevision, resp.Events[0].Revision, resp.MemberId)
+				}
+			}
+		}
+	}
+}