diff --git a/web/src/components/table/LogsTable.js b/web/src/components/table/LogsTable.js
index ad651331..5d78fa9e 100644
--- a/web/src/components/table/LogsTable.js
+++ b/web/src/components/table/LogsTable.js
@@ -1234,9 +1234,7 @@ const LogsTable = () => {
                 <Space>
                   <Tag
                     color='blue'
-                    size='large'
                     style={{
-                      padding: 15,
                       fontWeight: 500,
                       boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
                     }}
@@ -1246,9 +1244,7 @@ const LogsTable = () => {
                   </Tag>
                   <Tag
                     color='pink'
-                    size='large'
                     style={{
-                      padding: 15,
                       fontWeight: 500,
                       boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
                     }}
@@ -1258,9 +1254,7 @@ const LogsTable = () => {
                   </Tag>
                   <Tag
                     color='white'
-                    size='large'
                     style={{
-                      padding: 15,
                       border: 'none',
                       boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
                       fontWeight: 500,
@@ -1276,6 +1270,7 @@ const LogsTable = () => {
                   type='secondary'
                   className="w-full md:w-auto"
                   onClick={() => setCompactMode(!compactMode)}
+                  size="small"
                 >
                   {compactMode ? t('自适应列表') : t('紧凑列表')}
                 </Button>
@@ -1306,6 +1301,7 @@ const LogsTable = () => {
                       placeholder={[t('开始时间'), t('结束时间')]}
                       showClear
                       pure
+                      size="small"
                     />
                   </div>
 
@@ -1316,6 +1312,7 @@ const LogsTable = () => {
                     placeholder={t('令牌名称')}
                     showClear
                     pure
+                    size="small"
                   />
 
                   <Form.Input
@@ -1324,6 +1321,7 @@ const LogsTable = () => {
                     placeholder={t('模型名称')}
                     showClear
                     pure
+                    size="small"
                   />
 
                   <Form.Input
@@ -1332,6 +1330,7 @@ const LogsTable = () => {
                     placeholder={t('分组')}
                     showClear
                     pure
+                    size="small"
                   />
 
                   {isAdminUser && (
@@ -1342,6 +1341,7 @@ const LogsTable = () => {
                         placeholder={t('渠道 ID')}
                         showClear
                         pure
+                        size="small"
                       />
                       <Form.Input
                         field='username'
@@ -1349,6 +1349,7 @@ const LogsTable = () => {
                         placeholder={t('用户名称')}
                         showClear
                         pure
+                        size="small"
                       />
                     </>
                   )}
@@ -1370,6 +1371,7 @@ const LogsTable = () => {
                           refresh();
                         }, 0);
                       }}
+                      size="small"
                     >
                       <Form.Select.Option value='0'>
                         {t('全部')}
@@ -1397,6 +1399,7 @@ const LogsTable = () => {
                       type='primary'
                       htmlType='submit'
                       loading={loading}
+                      size="small"
                     >
                       {t('查询')}
                     </Button>
@@ -1411,6 +1414,7 @@ const LogsTable = () => {
                           }, 100);
                         }
                       }}
+                      size="small"
                     >
                       {t('重置')}
                     </Button>
@@ -1418,6 +1422,7 @@ const LogsTable = () => {
                       theme='light'
                       type='tertiary'
                       onClick={() => setShowColumnSelector(true)}
+                      size="small"
                     >
                       {t('列设置')}
                     </Button>
diff --git a/web/src/components/table/MjLogsTable.js b/web/src/components/table/MjLogsTable.js
index 76a235eb..4e43fd18 100644
--- a/web/src/components/table/MjLogsTable.js
+++ b/web/src/components/table/MjLogsTable.js
@@ -522,6 +522,7 @@ const LogsTable = () => {
         }
         return (
           <Button
+            size="small"
             onClick={() => {
               setModalImageUrl(text);
               setIsModalOpenurl(true);
@@ -834,6 +835,7 @@ const LogsTable = () => {
                   type='secondary'
                   className="w-full md:w-auto"
                   onClick={() => setCompactMode(!compactMode)}
+                  size="small"
                 >
                   {compactMode ? t('自适应列表') : t('紧凑列表')}
                 </Button>
@@ -863,6 +865,7 @@ const LogsTable = () => {
                         placeholder={[t('开始时间'), t('结束时间')]}
                         showClear
                         pure
+                        size="small"
                       />
                     </div>
 
@@ -873,6 +876,7 @@ const LogsTable = () => {
                       placeholder={t('任务 ID')}
                       showClear
                       pure
+                      size="small"
                     />
 
                     {/* 渠道 ID - 仅管理员可见 */}
@@ -883,6 +887,7 @@ const LogsTable = () => {
                         placeholder={t('渠道 ID')}
                         showClear
                         pure
+                        size="small"
                       />
                     )}
                   </div>
@@ -895,6 +900,7 @@ const LogsTable = () => {
                         type='primary'
                         htmlType='submit'
                         loading={loading}
+                        size="small"
                       >
                         {t('查询')}
                       </Button>
@@ -909,6 +915,7 @@ const LogsTable = () => {
                             }, 100);
                           }
                         }}
+                        size="small"
                       >
                         {t('重置')}
                       </Button>
@@ -916,6 +923,7 @@ const LogsTable = () => {
                         theme='light'
                         type='tertiary'
                         onClick={() => setShowColumnSelector(true)}
+                        size="small"
                       >
                         {t('列设置')}
                       </Button>
diff --git a/web/src/components/table/RedemptionsTable.js b/web/src/components/table/RedemptionsTable.js
index 2cea3ab9..35a0fdb6 100644
--- a/web/src/components/table/RedemptionsTable.js
+++ b/web/src/components/table/RedemptionsTable.js
@@ -428,6 +428,7 @@ const RedemptionsTable = () => {
             type='secondary'
             className="w-full md:w-auto"
             onClick={() => setCompactMode(!compactMode)}
+            size="small"
           >
             {compactMode ? t('自适应列表') : t('紧凑列表')}
           </Button>
@@ -449,6 +450,7 @@ const RedemptionsTable = () => {
                 });
                 setShowEdit(true);
               }}
+              size="small"
             >
               {t('添加兑换码')}
             </Button>
@@ -467,6 +469,7 @@ const RedemptionsTable = () => {
                 }
                 await copyText(keys);
               }}
+              size="small"
             >
               {t('复制所选兑换码到剪贴板')}
             </Button>
@@ -492,6 +495,7 @@ const RedemptionsTable = () => {
                 },
               });
             }}
+            size="small"
           >
             {t('清除失效兑换码')}
           </Button>
@@ -519,6 +523,7 @@ const RedemptionsTable = () => {
                 placeholder={t('关键字(id或者名称)')}
                 showClear
                 pure
+                size="small"
               />
             </div>
             <div className="flex gap-2 w-full md:w-auto">
@@ -527,6 +532,7 @@ const RedemptionsTable = () => {
                 htmlType="submit"
                 loading={loading || searching}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('查询')}
               </Button>
@@ -543,6 +549,7 @@ const RedemptionsTable = () => {
                   }
                 }}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('重置')}
               </Button>
diff --git a/web/src/components/table/TaskLogsTable.js b/web/src/components/table/TaskLogsTable.js
index c7d1a1fb..420f46b0 100644
--- a/web/src/components/table/TaskLogsTable.js
+++ b/web/src/components/table/TaskLogsTable.js
@@ -682,6 +682,7 @@ const LogsTable = () => {
                   type='secondary'
                   className="w-full md:w-auto"
                   onClick={() => setCompactMode(!compactMode)}
+                  size="small"
                 >
                   {compactMode ? t('自适应列表') : t('紧凑列表')}
                 </Button>
@@ -711,6 +712,7 @@ const LogsTable = () => {
                         placeholder={[t('开始时间'), t('结束时间')]}
                         showClear
                         pure
+                        size="small"
                       />
                     </div>
 
@@ -721,6 +723,7 @@ const LogsTable = () => {
                       placeholder={t('任务 ID')}
                       showClear
                       pure
+                      size="small"
                     />
 
                     {/* 渠道 ID - 仅管理员可见 */}
@@ -731,6 +734,7 @@ const LogsTable = () => {
                         placeholder={t('渠道 ID')}
                         showClear
                         pure
+                        size="small"
                       />
                     )}
                   </div>
@@ -743,6 +747,7 @@ const LogsTable = () => {
                         type='primary'
                         htmlType='submit'
                         loading={loading}
+                        size="small"
                       >
                         {t('查询')}
                       </Button>
@@ -757,6 +762,7 @@ const LogsTable = () => {
                             }, 100);
                           }
                         }}
+                        size="small"
                       >
                         {t('重置')}
                       </Button>
@@ -764,6 +770,7 @@ const LogsTable = () => {
                         theme='light'
                         type='tertiary'
                         onClick={() => setShowColumnSelector(true)}
+                        size="small"
                       >
                         {t('列设置')}
                       </Button>
diff --git a/web/src/components/table/TokensTable.js b/web/src/components/table/TokensTable.js
index fa8300c5..5d50a785 100644
--- a/web/src/components/table/TokensTable.js
+++ b/web/src/components/table/TokensTable.js
@@ -132,7 +132,7 @@ const TokensTable = () => {
       key: 'token_key',
       render: (text, record) => {
         const fullKey = 'sk-' + record.key;
-        const maskedKey = 'sk-' + record.key.slice(0, 3) + '********' + record.key.slice(-3);
+        const maskedKey = 'sk-' + record.key.slice(0, 4) + '**********' + record.key.slice(-4);
         const revealed = !!showKeys[record.id];
 
         return (
@@ -173,7 +173,7 @@ const TokensTable = () => {
       },
     },
     {
-      title: t('额度'),
+      title: t('剩余额度'),
       key: 'quota',
       render: (text, record) => {
         if (record.unlimited_quota) {
@@ -183,12 +183,15 @@ const TokensTable = () => {
         const used = parseInt(record.used_quota) || 0;
         const remain = parseInt(record.remain_quota) || 0;
         const total = used + remain;
-        const percent = total > 0 ? (used / total) * 100 : 0;
+        // 计算剩余额度百分比，100% 表示额度未使用
+        const percent = total > 0 ? (remain / total) * 100 : 0;
 
+        // 根据剩余百分比动态设置颜色，100% 绿色，<=10% 红色，<=30% 黄色，其余默认
         const getProgressColor = (pct) => {
-          if (pct >= 90) return 'var(--semi-color-danger)';
-          if (pct >= 70) return 'var(--semi-color-warning)';
-          return undefined; // default color
+          if (pct === 100) return 'var(--semi-color-success)';
+          if (pct <= 10) return 'var(--semi-color-danger)';
+          if (pct <= 30) return 'var(--semi-color-warning)';
+          return undefined; // 默认颜色
         };
 
         return (
@@ -196,7 +199,7 @@ const TokensTable = () => {
             content={
               <div className='text-xs'>
                 <div>{t('已用额度')}: {renderQuota(used)}</div>
-                <div>{t('剩余额度')}: {renderQuota(remain)}</div>
+                <div>{t('剩余额度')}: {renderQuota(remain)} ({percent.toFixed(0)}%)</div>
                 <div>{t('总额度')}: {renderQuota(total)}</div>
               </div>
             }
@@ -205,11 +208,10 @@ const TokensTable = () => {
               <Progress
                 percent={percent}
                 stroke={getProgressColor(percent)}
-                showInfo
+                showInfo={false}
                 aria-label='quota usage'
-                format={percent => <span className="text-xs">{percent.toFixed(0)}%</span>}
                 type="circle"
-                width={30}
+                size='small'
               />
             </div>
           </Tooltip>
@@ -698,6 +700,7 @@ const TokensTable = () => {
             type="secondary"
             className="w-full md:w-auto"
             onClick={() => setCompactMode(!compactMode)}
+            size="small"
           >
             {compactMode ? t('自适应列表') : t('紧凑列表')}
           </Button>
@@ -718,6 +721,7 @@ const TokensTable = () => {
               });
               setShowEdit(true);
             }}
+            size="small"
           >
             {t('添加令牌')}
           </Button>
@@ -768,6 +772,7 @@ const TokensTable = () => {
                 ),
               });
             }}
+            size="small"
           >
             {t('复制所选令牌')}
           </Button>
@@ -790,6 +795,7 @@ const TokensTable = () => {
                 onOk: () => batchDeleteTokens(),
               });
             }}
+            size="small"
           >
             {t('删除所选令牌')}
           </Button>
@@ -814,6 +820,7 @@ const TokensTable = () => {
                 placeholder={t('搜索关键字')}
                 showClear
                 pure
+                size="small"
               />
             </div>
             <div className="relative w-full md:w-56">
@@ -823,6 +830,7 @@ const TokensTable = () => {
                 placeholder={t('密钥')}
                 showClear
                 pure
+                size="small"
               />
             </div>
             <div className="flex gap-2 w-full md:w-auto">
@@ -831,6 +839,7 @@ const TokensTable = () => {
                 htmlType="submit"
                 loading={loading || searching}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('查询')}
               </Button>
@@ -846,6 +855,7 @@ const TokensTable = () => {
                   }
                 }}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('重置')}
               </Button>
diff --git a/web/src/components/table/UsersTable.js b/web/src/components/table/UsersTable.js
index 891c0585..ae905de9 100644
--- a/web/src/components/table/UsersTable.js
+++ b/web/src/components/table/UsersTable.js
@@ -524,6 +524,7 @@ const UsersTable = () => {
             type='secondary'
             className="w-full md:w-auto"
             onClick={() => setCompactMode(!compactMode)}
+            size="small"
           >
             {compactMode ? t('自适应列表') : t('紧凑列表')}
           </Button>
@@ -541,6 +542,7 @@ const UsersTable = () => {
             onClick={() => {
               setShowAddUser(true);
             }}
+            size="small"
           >
             {t('添加用户')}
           </Button>
@@ -568,6 +570,7 @@ const UsersTable = () => {
                 placeholder={t('支持搜索用户的 ID、用户名、显示名称和邮箱地址')}
                 showClear
                 pure
+                size="small"
               />
             </div>
             <div className="w-full md:w-48">
@@ -585,6 +588,7 @@ const UsersTable = () => {
                 className="w-full"
                 showClear
                 pure
+                size="small"
               />
             </div>
             <div className="flex gap-2 w-full md:w-auto">
@@ -593,6 +597,7 @@ const UsersTable = () => {
                 htmlType="submit"
                 loading={loading || searching}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('查询')}
               </Button>
@@ -609,6 +614,7 @@ const UsersTable = () => {
                   }
                 }}
                 className="flex-1 md:flex-initial md:w-auto"
+                size="small"
               >
                 {t('重置')}
               </Button>