diff --git a/web/app/components/workflow/run/index.tsx b/web/app/components/workflow/run/index.tsx
index a501dd184b..441002c86c 100644
--- a/web/app/components/workflow/run/index.tsx
+++ b/web/app/components/workflow/run/index.tsx
@@ -2,7 +2,6 @@
 import type { FC } from 'react'
 import type { WorkflowRunDetailResponse } from '@/models/log'
 import type { NodeTracing } from '@/types/workflow'
-import * as React from 'react'
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 import { useContext } from 'use-context-selector'
diff --git a/web/app/components/workflow/run/utils/format-log/human-input/index.ts b/web/app/components/workflow/run/utils/format-log/human-input/index.ts
new file mode 100644
index 0000000000..f8fbe7974c
--- /dev/null
+++ b/web/app/components/workflow/run/utils/format-log/human-input/index.ts
@@ -0,0 +1,59 @@
+import type { NodeTracing } from '@/types/workflow'
+import { BlockEnum } from '@/app/components/workflow/types'
+
+/**
+ * Format human-input nodes to ensure only the latest status is kept for each node.
+ * Human-input nodes can have multiple log entries as their status changes
+ * (e.g., running -> paused -> succeeded/failed).
+ * This function keeps only the entry with the latest index for each unique node_id.
+ */
+const formatHumanInputNode = (list: NodeTracing[]): NodeTracing[] => {
+  // Group human-input nodes by node_id
+  const humanInputNodeMap = new Map<string, NodeTracing>()
+
+  // Track which node_ids are human-input type
+  const humanInputNodeIds = new Set<string>()
+
+  // First pass: identify human-input nodes and keep the one with the highest index
+  list.forEach((item) => {
+    if (item.node_type === BlockEnum.HumanInput) {
+      humanInputNodeIds.add(item.node_id)
+
+      const existingNode = humanInputNodeMap.get(item.node_id)
+      if (!existingNode || item.index > existingNode.index) {
+        humanInputNodeMap.set(item.node_id, item)
+      }
+    }
+  })
+
+  // If no human-input nodes, return the list as is
+  if (humanInputNodeIds.size === 0)
+    return list
+
+  // Second pass: filter the list to remove duplicate human-input nodes
+  // and keep only the latest one for each node_id
+  const result: NodeTracing[] = []
+  const addedHumanInputNodeIds = new Set<string>()
+
+  list.forEach((item) => {
+    if (item.node_type === BlockEnum.HumanInput) {
+      // Only add the human-input node with the highest index
+      if (!addedHumanInputNodeIds.has(item.node_id)) {
+        const latestNode = humanInputNodeMap.get(item.node_id)
+        if (latestNode) {
+          result.push(latestNode)
+          addedHumanInputNodeIds.add(item.node_id)
+        }
+      }
+      // Skip duplicate human-input nodes
+    }
+    else {
+      // Keep all non-human-input nodes
+      result.push(item)
+    }
+  })
+
+  return result
+}
+
+export default formatHumanInputNode
diff --git a/web/app/components/workflow/run/utils/format-log/index.ts b/web/app/components/workflow/run/utils/format-log/index.ts
index c152a5156a..2393f9837f 100644
--- a/web/app/components/workflow/run/utils/format-log/index.ts
+++ b/web/app/components/workflow/run/utils/format-log/index.ts
@@ -2,6 +2,7 @@ import type { NodeTracing } from '@/types/workflow'
 import { cloneDeep } from 'es-toolkit/object'
 import { BlockEnum } from '../../../types'
 import formatAgentNode from './agent'
+import formatHumanInputNode from './human-input'
 import { addChildrenToIterationNode } from './iteration'
 import { addChildrenToLoopNode } from './loop'
 import formatParallelNode from './parallel'
@@ -83,7 +84,8 @@ const formatToTracingNodeList = (list: NodeTracing[], t: any) => {
   * Because Handle struct node will put the node in different
   */
   const formattedAgentList = formatAgentNode(allItems)
-  const formattedRetryList = formatRetryNode(formattedAgentList) // retry one node
+  const formattedHumanInputList = formatHumanInputNode(formattedAgentList) // Keep only latest status for human-input nodes
+  const formattedRetryList = formatRetryNode(formattedHumanInputList) // retry one node
   // would change the structure of the list. Iteration and parallel can include each other.
   const formattedLoopAndIterationList = formatIterationAndLoopNode(formattedRetryList, t)
   const formattedParallelList = formatParallelNode(formattedLoopAndIterationList, t)