diff --git a/frontend/src/pages/News.jsx b/frontend/src/pages/News.jsx
index 0138969..6ad936a 100644
--- a/frontend/src/pages/News.jsx
+++ b/frontend/src/pages/News.jsx
@@ -487,7 +487,14 @@ export default function News() {
             {activeTab === 'deal' && (() => {
               const versions = ['龙钞', '马钞', '蛇钞', '其他']
               const packagings = ['标百', '标十', '单张']
-              const categories = ['带4号', '带7号', '永恒号', '钻石号', '如意号', '朦胧号', '天马号', '金山号', '金马号']
+              const categories = ['带4号', '带7号', '永恒号', '永恒', '钻石号', '钻石', '如意号', '朦胧号', '朦胧王', '天马号', '金山号', '金马号', '天马王', '金山王', '金马王', '倒置号', '圆圆号', '通货', '无4']
+              
+              // 分类名称标准化
+              const normalizeCat = (c) => {
+                if (c === '通货') return '带4号'
+                if (c === '无4') return '带7号'
+                return c
+              }
               
               const filteredData = infoList.filter(item => {
                 const serial = (item.title || '').split('-')[0] || ''
@@ -502,9 +509,9 @@ export default function News() {
               const calcAvg = (pkg, cat) => {
                 const items = filteredData.filter(item => {
                   const content = item.content || ''
-                  // 简化正则匹配
                   const p = content.includes('包装:') ? content.split('包装:')[1].split('\n')[0].trim() : (item.packaging || '')
-                  const c = content.includes('分类:') ? content.split('分类:')[1].split('\n')[0].trim() : (item.category || '')
+                  let c = content.includes('分类:') ? content.split('分类:')[1].split('\n')[0].trim() : (item.category || '')
+                  c = normalizeCat(c)
                   return p === pkg && c === cat
                 })
                 if (items.length === 0) return null