diff --git a/PdkFriendServer/Logic/IsmctsBot.cs b/PdkFriendServer/Logic/IsmctsBot.cs
index dc2e0f6a..a62e209c 100644
--- a/PdkFriendServer/Logic/IsmctsBot.cs
+++ b/PdkFriendServer/Logic/IsmctsBot.cs
@@ -438,7 +438,7 @@ namespace PdkFriendServer.Logic
 
                 if (curTips != null && curTips.Count > 0)
                 {
-                    var pick = PickBestTip(curTips);
+                    var pick = PickBestTip(curTips, curHand, false);
                     maxPlay = new PlayOutCardPdkF { Pos = (byte)current, GameNum = pick[0].GameNum, Type = pick.Count == 1 ? CardType1.DanZhang : CardType1.DuiZi, Ids = pick.Select(c => c.ID).ToArray() };
                     maxPlayer = current; passStreak = 0;
                     foreach (var id in maxPlay.Ids) curHand.RemoveAll(c => c.ID == id);
@@ -450,7 +450,7 @@ namespace PdkFriendServer.Logic
                         var ft = PdkCardAlgorithm.GetTipCard(new PlayOutCardPdkF(), curHand.ToArray(), null, false);
                         if (ft != null && ft.Count > 0)
                         {
-                            var pick = PickBestTip(ft);
+                            var pick = PickBestTip(ft, curHand, true);
                             maxPlay = new PlayOutCardPdkF { Pos = (byte)current, GameNum = pick[0].GameNum, Type = CardType1.DanZhang, Ids = pick.Select(c => c.ID).ToArray() };
                             maxPlayer = current;
                             foreach (var id in maxPlay.Ids) curHand.RemoveAll(c => c.ID == id);
@@ -576,17 +576,43 @@ namespace PdkFriendServer.Logic
             return runs;
         }
 
-        private static List<TCardInfoPdkF> PickBestTip(List<List<TCardInfoPdkF>> tips)
+        /// <summary>
+        /// 智能出牌选择：模拟中的虚拟对手应该合理出牌，而非纯贪心。
+        /// - 跟牌时：出刚好能压制的最小牌（保留大牌）
+        /// - 领牌时：优先多牌组合（提高清牌效率）
+        /// </summary>
+        private static List<TCardInfoPdkF> PickBestTip(List<List<TCardInfoPdkF>> tips,
+            List<TCardInfoPdkF> curHand, bool isNewRound)
         {
             if (tips == null || tips.Count == 0) return null;
-            var best = tips[tips.Count - 1];
-            int bestScore = best.Count * 10 + best[0].GameNum;
-            for (int i = tips.Count - 2; i >= 0; i--)
+
+            if (!isNewRound)
             {
-                int s = tips[i].Count * 10 + tips[i][0].GameNum;
-                if (s > bestScore) { bestScore = s; best = tips[i]; }
+                // 跟牌：出刚好能压制的最小牌
+                // 策略：出最小 rank 的有效牌，保留大牌用于后续压制
+                var best = tips[0];
+                int bestScore = int.MaxValue;
+                foreach (var tip in tips)
+                {
+                    // 同数量优先选最小 rank；不同数量优先选少的
+                    int score = tip.Count * 1000 + tip[0].GameNum;
+                    if (score < bestScore) { bestScore = score; best = tip; }
+                }
+                return best;
+            }
+            else
+            {
+                // 领牌：优先高效清牌
+                var best = tips[0];
+                int bestScore = int.MinValue;
+                foreach (var tip in tips)
+                {
+                    // 优先多牌；同数量出最小 rank（保留大牌控制权）
+                    int score = tip.Count * 100 - tip[0].GameNum;
+                    if (score > bestScore) { bestScore = score; best = tip; }
+                }
+                return best;
             }
-            return best;
         }
 
         // 静态牌池：52张牌，只创建一次
diff --git a/exe/PdkFriendServer/PdkFriendServer.dll b/exe/PdkFriendServer/PdkFriendServer.dll
index 5d0ddc92..85625179 100644
Binary files a/exe/PdkFriendServer/PdkFriendServer.dll and b/exe/PdkFriendServer/PdkFriendServer.dll differ
diff --git a/exe/PdkFriendServer/PdkFriendServer.pdb b/exe/PdkFriendServer/PdkFriendServer.pdb
index 0985d439..5d383c66 100644
Binary files a/exe/PdkFriendServer/PdkFriendServer.pdb and b/exe/PdkFriendServer/PdkFriendServer.pdb differ
diff --git a/exe/hjha-console/PdkFriendServer.dll b/exe/hjha-console/PdkFriendServer.dll
index 5d0ddc92..85625179 100644
Binary files a/exe/hjha-console/PdkFriendServer.dll and b/exe/hjha-console/PdkFriendServer.dll differ
diff --git a/exe/hjha-console/PdkFriendServer.pdb b/exe/hjha-console/PdkFriendServer.pdb
index 0985d439..5d383c66 100644
Binary files a/exe/hjha-console/PdkFriendServer.pdb and b/exe/hjha-console/PdkFriendServer.pdb differ