diff --git a/frontend/src/components/account/AccountTable.vue b/frontend/src/components/account/AccountTable.vue
index a7b8e9b..b0ee7ac 100644
--- a/frontend/src/components/account/AccountTable.vue
+++ b/frontend/src/components/account/AccountTable.vue
@@ -1,6 +1,5 @@
 <script setup lang="ts">
-import { computed, ref } from 'vue'
-import { useVirtualizer } from '@tanstack/vue-virtual'
+import { computed } from 'vue'
 import { useAccounts } from '@/composables/useAccounts'
 import { useProducts } from '@/composables/useProducts'
 
@@ -15,21 +14,10 @@ const {
 
 const { selectedProductName } = useProducts()
 
-const parentRef = ref<HTMLElement | null>(null)
-
 const allSelected = computed(() =>
   accounts.value.length > 0 && selectedIndices.value.size === accounts.value.length
 )
 
-const virtualizer = useVirtualizer(
-  computed(() => ({
-    count: accounts.value.length,
-    getScrollElement: () => parentRef.value,
-    estimateSize: () => 48,
-    overscan: 5
-  }))
-)
-
 // 状态信息计算
 const getStatusInfo = (name: string, selected: boolean) => {
   const st = statusMap.value[name]
@@ -79,7 +67,7 @@ const getResultMessage = (name: string) => {
       </label>
     </div>
 
-    <div ref="parentRef" class="table-wrap">
+    <div class="table-wrap">
       <table>
         <thead>
           <tr>
@@ -98,24 +86,23 @@ const getResultMessage = (name: string) => {
           </tr>
           <template v-else>
             <tr
-              v-for="item in virtualizer.getVirtualItems()"
-              :key="String(item.key)"
-              :style="{ height: `${item.size}px` }"
+              v-for="(account, index) in accounts"
+              :key="account.name"
             >
               <td class="select-cell">
-                <label class="account-check" @click="toggleAccount(item.index)">
-                  <div class="check-box" :class="{ checked: selectedIndices.has(item.index) }">
-                    <span v-if="selectedIndices.has(item.index)">✓</span>
+                <label class="account-check" @click="toggleAccount(index)">
+                  <div class="check-box" :class="{ checked: selectedIndices.has(index) }">
+                    <span v-if="selectedIndices.has(index)">✓</span>
                   </div>
                 </label>
               </td>
               <td>
-                <div class="account-name">{{ accounts[item.index].name }}</div>
-                <div class="account-sub">{{ selectedIndices.has(item.index) ? '已加入任务' : '未选择' }}</div>
+                <div class="account-name">{{ account.name }}</div>
+                <div class="account-sub">{{ selectedIndices.has(index) ? '已加入任务' : '未选择' }}</div>
               </td>
               <td>
                 <span
-                  v-if="accounts[item.index].cookie"
+                  v-if="account.cookie"
                   class="status-badge status-success"
                 >
                   已加载
@@ -128,18 +115,18 @@ const getResultMessage = (name: string) => {
                 </span>
                 <span v-else>-</span>
               </td>
-              <td>{{ getScore(accounts[item.index].name) }}</td>
+              <td>{{ getScore(account.name) }}</td>
               <td class="status-td">
                 <span
                   class="status-badge"
-                  :class="getStatusInfo(accounts[item.index].name, selectedIndices.has(item.index)).cls"
+                  :class="getStatusInfo(account.name, selectedIndices.has(index)).cls"
                 >
-                  {{ getStatusInfo(accounts[item.index].name, selectedIndices.has(item.index)).text }}
+                  {{ getStatusInfo(account.name, selectedIndices.has(index)).text }}
                 </span>
               </td>
               <td>
-                <span class="account-sub" :title="getResultMessage(accounts[item.index].name)">
-                  {{ getResultMessage(accounts[item.index].name) }}
+                <span class="account-sub" :title="getResultMessage(account.name)">
+                  {{ getResultMessage(account.name) }}
                 </span>
               </td>
             </tr>
@@ -235,7 +222,7 @@ tbody tr:last-child td {
 }
 
 tbody tr {
-  transition: .1s;
+  transition: background-color .15s ease;
 }
 
 tbody tr:hover {
diff --git a/internal/config/config.go b/internal/config/config.go
index 7ed5703..12137ce 100644
--- a/internal/config/config.go
+++ b/internal/config/config.go
@@ -82,7 +82,7 @@ func defaultConfig() types.Config {
 		Concurrency:  constants.DefaultConcurrency,
 		Attempts:     constants.DefaultAttempts,
 		RetryStages:  defaultRetryStages(),
-		SeckillMode:  types.SeckillModeAggressive,
+		SeckillMode:  types.SeckillModeNormal,
 	}
 }
 
diff --git a/internal/seckill/scheduler.go b/internal/seckill/scheduler.go
index a3828a4..0b2fc20 100644
--- a/internal/seckill/scheduler.go
+++ b/internal/seckill/scheduler.go
@@ -286,6 +286,10 @@ func (s *Scheduler) RunNow(accountProducts map[string]string) {
 		// 激进模式每轮开始时清空缓存，强制重新获取 CSRF
 		if s.seckillMode == types.SeckillModeAggressive {
 			s.clearAttemptCache()
+			// 第1轮时从预热数据初始化缓存
+			if round == 1 {
+				s.initCacheFromWarmup(roundAttempts)
+			}
 		}
 
 		logger.LogEvent("抢购", "info", "第%d轮: 待抢购 %d 个账号，本轮执行=%d，剩余时间=%v，模式=%s",
@@ -560,6 +564,20 @@ func (s *Scheduler) getAttemptCache(accountName string) *types.AttemptCache {
 	return s.attemptCache[accountName]
 }
 
+// initCacheFromWarmup 从预热数据初始化激进模式缓存。
+func (s *Scheduler) initCacheFromWarmup(attempts []types.ExchangeAttempt) {
+	for _, attempt := range attempts {
+		if warmup, ok := s.warmupFor(attempt); ok {
+			s.setAttemptCache(attempt.Account.Name, &types.AttemptCache{
+				CSRF:      warmup.CSRF,
+				RoleName:  warmup.RoleName,
+				LastCheck: time.Now(),
+			})
+			logger.LogEvent("抢购", "info", "从预热初始化缓存: 账号=%s", attempt.Account.Name)
+		}
+	}
+}
+
 func (s *Scheduler) setAttemptCache(accountName string, cache *types.AttemptCache) {
 	s.attemptCacheMu.Lock()
 	defer s.attemptCacheMu.Unlock()