diff --git a/config/crd/rollout/rollout.kusionstack.io_rolloutruns.yaml b/config/crd/rollout/rollout.kusionstack.io_rolloutruns.yaml
index 6ceb9d2..5b6dcc8 100644
--- a/config/crd/rollout/rollout.kusionstack.io_rolloutruns.yaml
+++ b/config/crd/rollout/rollout.kusionstack.io_rolloutruns.yaml
@@ -4740,6 +4740,30 @@ spec:
                           type: array
                       type: object
                     type: array
+                  skipToleration:
+                    description: |-
+                      SkipToleration records the accumulated toleration from skipped batches per workload.
+                      When a batch is skipped, the gap between expected and actual replicas for each workload
+                      is accumulated into this field, allowing subsequent batches to tolerate the deficit.
+                    items:
+                      description: WorkloadSkipToleration records the toleration value accumulated from skipped batches for a specific workload.
+                      properties:
+                        cluster:
+                          description: Cluster defines which cluster the workload is in.
+                          type: string
+                        name:
+                          description: Name is the workload name.
+                          type: string
+                        toleration:
+                          description: |-
+                            Toleration is the accumulated toleration value from skipped batches.
+                            It represents how many replicas the workload is allowed to be short of.
+                          format: int32
+                          type: integer
+                      required:
+                      - toleration
+                      type: object
+                    type: array
                 required:
                 - currentBatchIndex
                 type: object
diff --git a/rollout/v1alpha1/rolloutrun_types.go b/rollout/v1alpha1/rolloutrun_types.go
index c85aa05..8b46f4e 100644
--- a/rollout/v1alpha1/rolloutrun_types.go
+++ b/rollout/v1alpha1/rolloutrun_types.go
@@ -151,11 +151,27 @@ type RolloutRunStatus struct {
 	TargetStatuses []RolloutWorkloadStatus `json:"targetStatuses,omitempty"`
 }
 
+// WorkloadSkipToleration records the toleration value accumulated from skipped batches for a specific workload.
+type WorkloadSkipToleration struct {
+	// Cluster defines which cluster the workload is in.
+	Cluster string `json:"cluster,omitempty"`
+	// Name is the workload name.
+	Name string `json:"name,omitempty"`
+	// Toleration is the accumulated toleration value from skipped batches.
+	// It represents how many replicas the workload is allowed to be short of.
+	Toleration int32 `json:"toleration"`
+}
+
 type RolloutRunBatchStatus struct {
 	// RolloutBatchStatus contains status of current batch
 	RolloutBatchStatus `json:",inline"`
 	// Records contains all batches status details.
 	Records []RolloutRunStepStatus `json:"records,omitempty"`
+	// SkipTolerations records the accumulated toleration from skipped batches per workload.
+	// When a batch is skipped, the gap between expected and actual replicas for each workload
+	// is accumulated into this field, allowing subsequent batches to tolerate the deficit.
+	// +optional
+	SkipTolerations []WorkloadSkipToleration `json:"skipTolerations,omitempty"`
 }
 
 type RolloutRunPhase string
diff --git a/rollout/v1alpha1/zz_generated.deepcopy.go b/rollout/v1alpha1/zz_generated.deepcopy.go
index 3645431..ba0eb7d 100644
--- a/rollout/v1alpha1/zz_generated.deepcopy.go
+++ b/rollout/v1alpha1/zz_generated.deepcopy.go
@@ -1084,6 +1084,11 @@ func (in *RolloutRunBatchStatus) DeepCopyInto(out *RolloutRunBatchStatus) {
 			(*in)[i].DeepCopyInto(&(*out)[i])
 		}
 	}
+	if in.SkipTolerations != nil {
+		in, out := &in.SkipTolerations, &out.SkipTolerations
+		*out = make([]WorkloadSkipToleration, len(*in))
+		copy(*out, *in)
+	}
 	return
 }
 
@@ -2353,3 +2358,19 @@ func (in *WorkloadRef) DeepCopy() *WorkloadRef {
 	in.DeepCopyInto(out)
 	return out
 }
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *WorkloadSkipToleration) DeepCopyInto(out *WorkloadSkipToleration) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new WorkloadSkipToleration.
+func (in *WorkloadSkipToleration) DeepCopy() *WorkloadSkipToleration {
+	if in == nil {
+		return nil
+	}
+	out := new(WorkloadSkipToleration)
+	in.DeepCopyInto(out)
+	return out
+}