diff --git a/UnitTests/Integration/BatchQueueF1ProcessAutomationTests.cs b/UnitTests/Integration/BatchQueueF1ProcessAutomationTests.cs
index 2003231..815db28 100644
--- a/UnitTests/Integration/BatchQueueF1ProcessAutomationTests.cs
+++ b/UnitTests/Integration/BatchQueueF1ProcessAutomationTests.cs
@@ -75,6 +75,19 @@ namespace NavisworksTransport.UnitTests.Integration
                     status,
                     "F1 批处理未在时限内完成。itemId=" + itemId +
                     (string.IsNullOrEmpty(errorMessage) ? "" : "，错误: " + errorMessage));
+
+                // 等待后台批处理完全退出（避免后台任务残留影响后续测试的 isExecuting 断言）
+                DateTime exitDeadline = DateTime.UtcNow.AddSeconds(90);
+                while (DateTime.UtcNow < exitDeadline)
+                {
+                    JObject statusResp = await client.BatchQueueStatusAsync(1).ConfigureAwait(false);
+                    bool isExecuting = (bool?)statusResp["data"]?["isExecuting"] ?? false;
+                    if (!isExecuting)
+                    {
+                        break;
+                    }
+                    await Task.Delay(2000).ConfigureAwait(false);
+                }
             }
         }
     }
diff --git a/src/Core/SectionBoxExporter.cs b/src/Core/SectionBoxExporter.cs
index 2f8193e..a2e54ae 100644
--- a/src/Core/SectionBoxExporter.cs
+++ b/src/Core/SectionBoxExporter.cs
@@ -266,6 +266,14 @@ namespace NavisworksTransport.Core
         /// 然后使用原来的兄弟节点算法计算隐藏节点
         /// </summary>
         public SectionBoxTraversalResult GetObjectsAndHiddenItems(Document document, BoundingBox3D sectionBox)
+        {
+            return GetObjectsAndHiddenItems(document, sectionBox, prune: true);
+        }
+
+        /// <summary>
+        /// 遍历模型树收集盒内对象（prune=false 时禁用组节点聚合盒剪枝，用于性能对比）。
+        /// </summary>
+        public SectionBoxTraversalResult GetObjectsAndHiddenItems(Document document, BoundingBox3D sectionBox, bool prune)
         {
             var result = new SectionBoxTraversalResult();
             var visibleSet = new HashSet<ModelItem>(); // 收集需要保留的节点（对象+祖先）
@@ -276,7 +284,7 @@ namespace NavisworksTransport.Core
                 var rootItem = model.RootItem;
                 if (rootItem != null)
                 {
-                    TraverseAndCollect(model.RootItem, sectionBox, result.ObjectsInBox, visibleSet);
+                    TraverseAndCollect(model.RootItem, sectionBox, result.ObjectsInBox, visibleSet, prune);
                 }
             }
 
@@ -300,12 +308,27 @@ namespace NavisworksTransport.Core
         /// 递归遍历收集盒内对象和可见节点
         /// </summary>
         private void TraverseAndCollect(ModelItem item, BoundingBox3D sectionBox, 
-            List<ModelItem> objectsInBox, HashSet<ModelItem> visibleSet)
+            List<ModelItem> objectsInBox, HashSet<ModelItem> visibleSet, bool prune)
         {
             if (item == null || item.IsHidden) return;
 
+            bool hasGeometry = item.HasGeometry;
+
+            // 子树剪枝：非几何节点（组节点）先查聚合包围盒（NW 内部缓存，O(1)）。
+            // 组节点盒与剖面盒不相交 → 其整棵子树内不可能存在盒内对象 → 跳过全部后代。
+            // 收益：大型模型下远处楼层/区域一次调用剪掉整棵子树，省下所有后代的
+            // Children/IsHidden/HasGeometry API 调用。
+            if (prune && !hasGeometry)
+            {
+                var groupBox = item.BoundingBox();
+                if (!BoundingBoxesIntersect(groupBox, sectionBox))
+                {
+                    return;
+                }
+            }
+
             // 如果有几何体，检查是否在盒内
-            if (item.HasGeometry)
+            if (hasGeometry)
             {
                 var bbox = item.BoundingBox();
                 
@@ -334,7 +357,7 @@ namespace NavisworksTransport.Core
             // 没有几何体，继续遍历子节点
             foreach (var child in item.Children)
             {
-                TraverseAndCollect(child, sectionBox, objectsInBox, visibleSet);
+                TraverseAndCollect(child, sectionBox, objectsInBox, visibleSet, prune);
             }
         }
 
diff --git a/src/Core/Services/TestAutomationHttpService.cs b/src/Core/Services/TestAutomationHttpService.cs
index 642d140..31d5210 100644
--- a/src/Core/Services/TestAutomationHttpService.cs
+++ b/src/Core/Services/TestAutomationHttpService.cs
@@ -231,6 +231,14 @@ namespace NavisworksTransport.Core.Services
                         return;
                     }
 
+                    if (string.Equals(method, "GET", StringComparison.OrdinalIgnoreCase) &&
+                        string.Equals(request.Path, "/api/test/bbox-profiling", StringComparison.OrdinalIgnoreCase))
+                    {
+                        object payload = InvokeOnUiThread(() => BuildBBoxProfilingPayload(request.Query));
+                        await WriteJsonResponseAsync(writer, 200, BuildEnvelope(true, payload)).ConfigureAwait(false);
+                        return;
+                    }
+
                     if (string.Equals(method, "GET", StringComparison.OrdinalIgnoreCase) &&
                         string.Equals(request.Path, "/api/test/status", StringComparison.OrdinalIgnoreCase))
                     {
@@ -447,6 +455,121 @@ namespace NavisworksTransport.Core.Services
             }
         }
 
+        /// <summary>
+        /// 【实验端点】NW 组节点/几何节点 BoundingBox 缓存行为分析。
+        /// 验证：组节点聚合盒是否为 O(1) 缓存读取（用于剖面盒遍历子树剪枝）。
+        /// </summary>
+        private object BuildBBoxProfilingPayload(Dictionary<string, string> query)
+        {
+            Document doc = Autodesk.Navisworks.Api.Application.ActiveDocument;
+            if (doc == null || doc.IsClear)
+            {
+                return new { error = "无活动文档" };
+            }
+
+            bool enumOnly = ParseBooleanQuery(query, "enum", true);
+            var sw = new System.Diagnostics.Stopwatch();
+
+            // 根盒（不枚举，O(1)）——大模型下全量枚举需数分钟，根盒/剪枝验证不需要枚举
+            sw.Restart();
+            var rootBox = doc.Models[0].RootItem.BoundingBox();
+            long rootFirstMs = sw.ElapsedMilliseconds;
+
+            sw.Restart();
+            var rootBox2 = doc.Models[0].RootItem.BoundingBox();
+            long rootSecondMs = sw.ElapsedMilliseconds;
+
+            if (!enumOnly)
+            {
+                return new
+                {
+                    enumSkipped = true,
+                    rootFirstMs,
+                    rootSecondMs,
+                    rootBox = $"({rootBox.Min.X:F1},{rootBox.Min.Y:F1},{rootBox.Min.Z:F1})~({rootBox.Max.X:F1},{rootBox.Max.Y:F1},{rootBox.Max.Z:F1})"
+                };
+            }
+
+            // 全量枚举计时（RootItemDescendantsAndSelf 本身耗时）
+            sw.Restart();
+            var allItems = doc.Models.SelectMany(m => m.RootItem?.DescendantsAndSelf ?? Enumerable.Empty<ModelItem>()).ToList();
+            long enumMs = sw.ElapsedMilliseconds;
+
+            int totalCount = allItems.Count;
+            var groupNodes = allItems.Where(i => !i.HasGeometry && i.Children != null && i.Children.Count() > 0).Take(200).ToList();
+            var geometryNodes = allItems.Where(i => i.HasGeometry).Take(200).ToList();
+
+            // 实验A（冷）：不预先调用任何 BoundingBox，直接批量测组节点盒
+            sw.Restart();
+            long groupColdTotalMs = 0;
+            int groupColdCount = 0;
+            foreach (var g in groupNodes)
+            {
+                sw.Restart();
+                var b = g.BoundingBox();
+                groupColdTotalMs += sw.ElapsedMilliseconds;
+                groupColdCount++;
+            }
+
+            // 实验A2（冷）：几何节点盒
+            sw.Restart();
+            long geomColdTotalMs = 0;
+            int geomColdCount = 0;
+            foreach (var g in geometryNodes)
+            {
+                sw.Restart();
+                var b = g.BoundingBox();
+                geomColdTotalMs += sw.ElapsedMilliseconds;
+                geomColdCount++;
+            }
+
+            // 实验B（热）：根盒已在开头测过（缓存），直接批量测组节点盒
+            sw.Restart();
+            long groupHotTotalMs = 0;
+            int groupHotCount = 0;
+            foreach (var g in groupNodes)
+            {
+                sw.Restart();
+                var b = g.BoundingBox();
+                groupHotTotalMs += sw.ElapsedMilliseconds;
+                groupHotCount++;
+            }
+
+            // 重复调用同一组节点（缓存特征：第二次起应接近 0）
+            ModelItem sampleGroup = groupNodes.FirstOrDefault();
+            long repeatFirstMs = 0;
+            long repeatSecondMs = 0;
+            if (sampleGroup != null)
+            {
+                sw.Restart();
+                var b1 = sampleGroup.BoundingBox();
+                repeatFirstMs = sw.ElapsedMilliseconds;
+
+                sw.Restart();
+                var b2 = sampleGroup.BoundingBox();
+                repeatSecondMs = sw.ElapsedMilliseconds;
+            }
+
+            return new
+            {
+                enumMs,
+                totalCount,
+                groupSampleCount = groupColdCount,
+                geometrySampleCount = geomColdCount,
+                groupColdAvgMs = groupColdCount > 0 ? groupColdTotalMs / (double)groupColdCount : 0,
+                geomColdAvgMs = geomColdCount > 0 ? geomColdTotalMs / (double)geomColdCount : 0,
+                groupColdTotalMs,
+                geomColdTotalMs,
+                rootFirstMs,
+                rootSecondMs,
+                groupHotAvgMs = groupHotCount > 0 ? groupHotTotalMs / (double)groupHotCount : 0,
+                groupHotTotalMs,
+                repeatFirstMs,
+                repeatSecondMs,
+                rootBox = $"({rootBox.Min.X:F1},{rootBox.Min.Y:F1},{rootBox.Min.Z:F1})~({rootBox.Max.X:F1},{rootBox.Max.Y:F1},{rootBox.Max.Z:F1})"
+            };
+        }
+
         private object BuildStatusPayload()
         {
             Document activeDocument = Autodesk.Navisworks.Api.Application.ActiveDocument;
@@ -761,12 +884,22 @@ namespace NavisworksTransport.Core.Services
                     new Point3D(Math.Min(x1, x2), Math.Min(y1, y2), Math.Min(z1, z2)),
                     new Point3D(Math.Max(x1, x2), Math.Max(y1, y2), Math.Max(z1, z2)));
 
-                var traversal = exporter.GetObjectsAndHiddenItems(document, bounds);
+                bool prune = ParseBooleanQuery(query, "prune", true);
+                var sw = new System.Diagnostics.Stopwatch();
+                sw.Start();
+                var traversal = exporter.GetObjectsAndHiddenItems(document, bounds, prune);
+                sw.Stop();
                 if (traversal.ObjectsInBox.Count == 0)
                 {
                     throw new InvalidOperationException("指定包围盒内没有找到对象");
                 }
 
+                var traversalResultPayload = new
+                {
+                    traversalMs = sw.ElapsedMilliseconds,
+                    prune
+                };
+
                 string exportedPath = exporter.ExportToNwd(document, traversal, filePath);
                 if (string.IsNullOrEmpty(exportedPath) || !File.Exists(exportedPath))
                 {
@@ -781,7 +914,9 @@ namespace NavisworksTransport.Core.Services
                     filePath = exportedPath,
                     objectCount = traversal.ObjectsInBox.Count,
                     hiddenNodeCount = traversal.ItemsToHide.Count,
-                    fileSize = new FileInfo(exportedPath).Length
+                    fileSize = new FileInfo(exportedPath).Length,
+                    traversalMs = traversalResultPayload.traversalMs,
+                    prune = traversalResultPayload.prune
                 };
             }
 
@@ -968,6 +1103,8 @@ namespace NavisworksTransport.Core.Services
 
             return new
             {
+                isExecuting = manager.IsExecuting,
+                queueCount = manager.QueueCount,
                 items = items.Select(item => new
                 {
                     itemId = item.Id,