diff --git a/3dtank.com/play/static/js/unpacked/hornet_bundle.js b/3dtank.com/play/static/js/unpacked/hornet_bundle.js
index 58154fc..51a9469 100644
--- a/3dtank.com/play/static/js/unpacked/hornet_bundle.js
+++ b/3dtank.com/play/static/js/unpacked/hornet_bundle.js
@@ -6591,6 +6591,7 @@
     skippedFence: 0,
     skippedOverlap: 0,  // x9o 形状相交查询被拦下的次数
     byType: {},         // cat/type → 被忽略次数（诊断）
+    seen: {},           // cat/type → 本车接触到的非坦克形状次数（诊断）
     patched: false,
     overlapPatched: false
   };
@@ -6848,6 +6849,13 @@
       var FenceShape = null;
       if (TankA && OwnerOf(ShapeA) === Local) FenceShape = ShapeB;
       else if (TankB && OwnerOf(ShapeB) === Local) FenceShape = ShapeA;
+
+      // 统计：本车接触到的所有非坦克形状（不论是否跳过）→ cat/type 直方图
+      if (FenceShape) {
+        var SeenKey = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
+        Stat.seen[SeenKey] = (Stat.seen[SeenKey] || 0) + 1;
+      }
+
       if (FenceShape && IsFenceLike(FenceShape)) {
         Stat.skippedFence++;
         var Key = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
@@ -6855,8 +6863,7 @@
         return true;
       }
       // 诊断：本车与任意非坦克形状配对但没跳过 → 记录样本（含被挡住的栅栏）
-      if (TankA && OwnerOf(ShapeA) === Local && !TankB) RecordFenceSample(ShapeB);
-      if (TankB && OwnerOf(ShapeB) === Local && !TankA) RecordFenceSample(ShapeA);
+      if (FenceShape) RecordFenceSample(FenceShape);
     }
 
     return false;
@@ -7003,8 +7010,19 @@
         running: Stat.running, mode: Stat.mode, ignoreFence: Stat.ignoreFence,
         skippedTank: Stat.skippedTank, skippedFence: Stat.skippedFence,
         skippedOverlap: Stat.skippedOverlap,
-        byType: Stat.byType, patched: Stat.patched, overlapPatched: Stat.overlapPatched
+        byType: Stat.byType, seen: Stat.seen,
+        patched: Stat.patched, overlapPatched: Stat.overlapPatched
       };
+    },
+    // 清零统计：便于「平地 1 秒」与「顶住栅栏 1 秒」两次对比 seen 里的 cat/type
+    ResetStat: function () {
+      Stat.skippedTank = 0;
+      Stat.skippedFence = 0;
+      Stat.skippedOverlap = 0;
+      Stat.byType = {};
+      Stat.seen = {};
+      FenceSampleKeys = {};
+      console.log('[忽略] 统计已清零');
     }
   };
 
diff --git a/3dtank_bundle.js b/3dtank_bundle.js
index 58154fc..51a9469 100644
--- a/3dtank_bundle.js
+++ b/3dtank_bundle.js
@@ -6591,6 +6591,7 @@
     skippedFence: 0,
     skippedOverlap: 0,  // x9o 形状相交查询被拦下的次数
     byType: {},         // cat/type → 被忽略次数（诊断）
+    seen: {},           // cat/type → 本车接触到的非坦克形状次数（诊断）
     patched: false,
     overlapPatched: false
   };
@@ -6848,6 +6849,13 @@
       var FenceShape = null;
       if (TankA && OwnerOf(ShapeA) === Local) FenceShape = ShapeB;
       else if (TankB && OwnerOf(ShapeB) === Local) FenceShape = ShapeA;
+
+      // 统计：本车接触到的所有非坦克形状（不论是否跳过）→ cat/type 直方图
+      if (FenceShape) {
+        var SeenKey = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
+        Stat.seen[SeenKey] = (Stat.seen[SeenKey] || 0) + 1;
+      }
+
       if (FenceShape && IsFenceLike(FenceShape)) {
         Stat.skippedFence++;
         var Key = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
@@ -6855,8 +6863,7 @@
         return true;
       }
       // 诊断：本车与任意非坦克形状配对但没跳过 → 记录样本（含被挡住的栅栏）
-      if (TankA && OwnerOf(ShapeA) === Local && !TankB) RecordFenceSample(ShapeB);
-      if (TankB && OwnerOf(ShapeB) === Local && !TankA) RecordFenceSample(ShapeA);
+      if (FenceShape) RecordFenceSample(FenceShape);
     }
 
     return false;
@@ -7003,8 +7010,19 @@
         running: Stat.running, mode: Stat.mode, ignoreFence: Stat.ignoreFence,
         skippedTank: Stat.skippedTank, skippedFence: Stat.skippedFence,
         skippedOverlap: Stat.skippedOverlap,
-        byType: Stat.byType, patched: Stat.patched, overlapPatched: Stat.overlapPatched
+        byType: Stat.byType, seen: Stat.seen,
+        patched: Stat.patched, overlapPatched: Stat.overlapPatched
       };
+    },
+    // 清零统计：便于「平地 1 秒」与「顶住栅栏 1 秒」两次对比 seen 里的 cat/type
+    ResetStat: function () {
+      Stat.skippedTank = 0;
+      Stat.skippedFence = 0;
+      Stat.skippedOverlap = 0;
+      Stat.byType = {};
+      Stat.seen = {};
+      FenceSampleKeys = {};
+      console.log('[忽略] 统计已清零');
     }
   };
 
diff --git a/tools/hornet_noclip.js b/tools/hornet_noclip.js
index 4c3de0c..f649a94 100644
--- a/tools/hornet_noclip.js
+++ b/tools/hornet_noclip.js
@@ -66,6 +66,7 @@
     skippedFence: 0,
     skippedOverlap: 0,  // x9o 形状相交查询被拦下的次数
     byType: {},         // cat/type → 被忽略次数（诊断）
+    seen: {},           // cat/type → 本车接触到的非坦克形状次数（诊断）
     patched: false,
     overlapPatched: false
   };
@@ -323,6 +324,13 @@
       var FenceShape = null;
       if (TankA && OwnerOf(ShapeA) === Local) FenceShape = ShapeB;
       else if (TankB && OwnerOf(ShapeB) === Local) FenceShape = ShapeA;
+
+      // 统计：本车接触到的所有非坦克形状（不论是否跳过）→ cat/type 直方图
+      if (FenceShape) {
+        var SeenKey = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
+        Stat.seen[SeenKey] = (Stat.seen[SeenKey] || 0) + 1;
+      }
+
       if (FenceShape && IsFenceLike(FenceShape)) {
         Stat.skippedFence++;
         var Key = FenceShape[FShapeCategory] + '/' + FenceShape[FShapeType];
@@ -330,8 +338,7 @@
         return true;
       }
       // 诊断：本车与任意非坦克形状配对但没跳过 → 记录样本（含被挡住的栅栏）
-      if (TankA && OwnerOf(ShapeA) === Local && !TankB) RecordFenceSample(ShapeB);
-      if (TankB && OwnerOf(ShapeB) === Local && !TankA) RecordFenceSample(ShapeA);
+      if (FenceShape) RecordFenceSample(FenceShape);
     }
 
     return false;
@@ -478,8 +485,19 @@
         running: Stat.running, mode: Stat.mode, ignoreFence: Stat.ignoreFence,
         skippedTank: Stat.skippedTank, skippedFence: Stat.skippedFence,
         skippedOverlap: Stat.skippedOverlap,
-        byType: Stat.byType, patched: Stat.patched, overlapPatched: Stat.overlapPatched
+        byType: Stat.byType, seen: Stat.seen,
+        patched: Stat.patched, overlapPatched: Stat.overlapPatched
       };
+    },
+    // 清零统计：便于「平地 1 秒」与「顶住栅栏 1 秒」两次对比 seen 里的 cat/type
+    ResetStat: function () {
+      Stat.skippedTank = 0;
+      Stat.skippedFence = 0;
+      Stat.skippedOverlap = 0;
+      Stat.byType = {};
+      Stat.seen = {};
+      FenceSampleKeys = {};
+      console.log('[忽略] 统计已清零');
     }
   };