diff --git a/app.py b/app.py
index b8b4645..908922f 100644
--- a/app.py
+++ b/app.py
@@ -79,25 +79,55 @@ def get_cpu_stats():
         stats['threads'] = 0
         stats['sockets'] = 0
 
-    # Benchmark data (hardcoded known scores for this CPU)
-    stats['bench'] = {
-        'passmark_single': 1850,
-        'passmark_multi': 5500,
-        'cinebench_r23_single': 850,
-        'cinebench_r23_multi': 3200,
-        'geekbench6_single': 1100,
-        'geekbench6_multi': 3500,
+    # CPU benchmark database — matches by model_short substring
+    CPU_DB = {
+        'i3-9100T': {
+            'bench': {'passmark_single': 1850, 'passmark_multi': 5500, 'cinebench_r23_single': 850, 'cinebench_r23_multi': 3200, 'geekbench6_single': 1100, 'geekbench6_multi': 3500},
+            'tdp': 35,
+        },
+        'i5-8600T': {
+            'bench': {'passmark_single': 2034, 'passmark_multi': 10870, 'cinebench_r23_single': 1050, 'cinebench_r23_multi': 5500, 'geekbench6_single': 1400, 'geekbench6_multi': 5500},
+            'tdp': 35,
+        },
+        'i5-8400T': {
+            'bench': {'passmark_single': 1930, 'passmark_multi': 8500, 'cinebench_r23_single': 950, 'cinebench_r23_multi': 4200, 'geekbench6_single': 1300, 'geekbench6_multi': 4300},
+            'tdp': 35,
+        },
+        'i5-10500T': {
+            'bench': {'passmark_single': 2300, 'passmark_multi': 10800, 'cinebench_r23_single': 1100, 'cinebench_r23_multi': 5800, 'geekbench6_single': 1500, 'geekbench6_multi': 6000},
+            'tdp': 35,
+        },
     }
 
+    cpu_model_name = stats.get('model_short', '')
+    matched = None
+    for key, data in CPU_DB.items():
+        if key.lower() in cpu_model_name.lower():
+            matched = key
+            stats['bench'] = data['bench']
+            stats['current_tdp'] = data['tdp']
+            break
+    if not matched:
+        # fallback: safe defaults
+        stats['bench'] = {'passmark_single': 0, 'passmark_multi': 0, 'cinebench_r23_single': 0, 'cinebench_r23_multi': 0, 'geekbench6_single': 0, 'geekbench6_multi': 0}
+        stats['current_tdp'] = 0
+
     # Comparison: nearby CPUs
-    stats['compare'] = [
+    compare_list = [
         {'name': 'N100', 'score': 4200, 'tdp': 6, 'note': '入门NAS神U'},
         {'name': 'J4125', 'score': 2800, 'tdp': 10, 'note': '极低功耗'},
-        {'name': 'i3-9100T ←你', 'score': 5500, 'tdp': 35, 'note': '35W均衡'},
-        {'name': 'i5-8400T', 'score': 8500, 'tdp': 35, 'note': '35W升级首选'},
-        {'name': 'i5-10500T', 'score': 10800, 'tdp': 35, 'note': '6C/12T'},
         {'name': 'i3-12100', 'score': 12400, 'tdp': 60, 'note': '质变之选'},
+        {'name': 'i5-10500T', 'score': 10800, 'tdp': 35, 'note': '6C/12T'},
+        {'name': 'i5-8600T', 'score': 10870, 'tdp': 35, 'note': '6C/12T'},
+        {'name': 'i5-8400T', 'score': 8500, 'tdp': 35, 'note': '35W升级'},
+        {'name': 'i3-9100T', 'score': 5500, 'tdp': 35, 'note': '35W均衡'},
     ]
+    # Mark the matched CPU
+    for c in compare_list:
+        if matched and c['name'] == matched:
+            c['name'] = f"{c['name']} ←你"
+            break
+    stats['compare'] = compare_list
 
     # Overclock check
     cur_freq = int(read_sysfs(f'{SYSFS_CPU}/cpu0/cpufreq/scaling_cur_freq', '0')) // 1000
diff --git a/requirements.txt b/requirements.txt
index 20d5a1b..9cadc75 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,2 @@
 Flask
 psutil
-Flask-SSE
-pandas
diff --git a/static/index.html b/static/index.html
index 00b76e5..a2faf55 100644
--- a/static/index.html
+++ b/static/index.html
@@ -654,12 +654,12 @@ function updateCPU(data) {
   }
   // Comparison chart
   if (d.compare) {
-    const your = d.compare.find(c => c.name.includes('9100T'));
-    const myScore = your ? your.score : d.bench ? d.bench.passmark_multi : 5500;
+    const your = d.compare.find(c => c.name.includes('←你'));
+    const myScore = your ? your.score : (d.bench ? d.bench.passmark_multi : 5500);
     const maxScore = Math.max(...d.compare.map(c => c.score), 1);
     document.getElementById('compareChart').innerHTML = d.compare.map(c => {
       const pct = Math.round(c.score / maxScore * 100);
-      const isMe = c.name.includes('9100T');
+      const isMe = c.name.includes('←你');
       const barColor = isMe ? 'var(--accent)' : 'var(--card-border)';
       return `<div style="display:flex;align-items:center;gap:8px;margin-bottom:3px">
         <span style="width:120px;font-size:11px;text-align:right;color:${isMe?'var(--accent)':'var(--dim)'}">${c.name}</span>