diff --git a/Repository/TransactionRecordRepository.cs b/Repository/TransactionRecordRepository.cs
index 38ad5a2..3578cac 100644
--- a/Repository/TransactionRecordRepository.cs
+++ b/Repository/TransactionRecordRepository.cs
@@ -198,6 +198,16 @@ public interface ITransactionRecordRepository : IBaseRepository<TransactionRecor
     /// <returns>影响行数</returns>
     Task<int> ConfirmAllUnconfirmedAsync(long[] ids);
 
+    /// <summary>
+    /// 获取指定分类在指定时间范围内的每日/每月统计趋势
+    /// </summary>
+    Task<Dictionary<DateTime, decimal>> GetFilteredTrendStatisticsAsync(
+        DateTime startDate,
+        DateTime endDate,
+        TransactionType type,
+        IEnumerable<string> classifies,
+        bool groupByMonth = false);
+
     /// <summary>
     /// 更新分类名称
     /// </summary>
@@ -719,6 +729,37 @@ public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository<Tran
             .Where(t => ids.Contains(t.Id))
             .ExecuteAffrowsAsync();
     }
+
+    public async Task<Dictionary<DateTime, decimal>> GetFilteredTrendStatisticsAsync(
+        DateTime startDate,
+        DateTime endDate,
+        TransactionType type,
+        IEnumerable<string> classifies,
+        bool groupByMonth = false)
+    {
+        var query = FreeSql.Select<TransactionRecord>()
+            .Where(t => t.OccurredAt >= startDate && t.OccurredAt <= endDate && t.Type == type);
+
+        if (classifies != null && classifies.Any())
+        {
+            query = query.Where(t => classifies.Contains(t.Classify));
+        }
+
+        var list = await query.ToListAsync(t => new { t.OccurredAt, t.Amount });
+
+        if (groupByMonth)
+        {
+            return list
+                .GroupBy(t => new DateTime(t.OccurredAt.Year, t.OccurredAt.Month, 1))
+                .ToDictionary(g => g.Key, g => g.Sum(x => Math.Abs(x.Amount)));
+        }
+        else
+        {
+            return list
+                .GroupBy(t => t.OccurredAt.Date)
+                .ToDictionary(g => g.Key, g => g.Sum(x => Math.Abs(x.Amount)));
+        }
+    }
 }
 
 /// <summary>
diff --git a/Service/BudgetService.cs b/Service/BudgetService.cs
index e3a6824..7ee0b23 100644
--- a/Service/BudgetService.cs
+++ b/Service/BudgetService.cs
@@ -230,6 +230,91 @@ public class BudgetService(
         result.Current = totalCurrent;
         result.Rate = totalLimit > 0 ? totalCurrent / totalLimit * 100 : 0;
 
+        // 计算每日/每月趋势
+        var transactionType = category switch
+        {
+            BudgetCategory.Expense => TransactionType.Expense,
+            BudgetCategory.Income => TransactionType.Income,
+            _ => TransactionType.None
+        };
+
+        if (transactionType != TransactionType.None)
+        {
+            var hasGlobalBudget = relevant.Any(b => b.SelectedCategories == null || b.SelectedCategories.Length == 0);
+
+            var allClassifies = hasGlobalBudget
+                ? new List<string>()
+                : relevant
+                    .SelectMany(b => b.SelectedCategories)
+                    .Distinct()
+                    .ToList();
+
+            DateTime startDate, endDate;
+            bool groupByMonth = false;
+
+            if (statType == BudgetPeriodType.Month)
+            {
+                startDate = new DateTime(referenceDate.Year, referenceDate.Month, 1);
+                endDate = startDate.AddMonths(1).AddDays(-1);
+                groupByMonth = false;
+            }
+            else // Year
+            {
+                startDate = new DateTime(referenceDate.Year, 1, 1);
+                endDate = startDate.AddYears(1).AddDays(-1);
+                groupByMonth = true;
+            }
+
+            var dailyStats = await transactionRecordRepository.GetFilteredTrendStatisticsAsync(
+                startDate,
+                endDate,
+                transactionType,
+                allClassifies,
+                groupByMonth);
+
+            decimal accumulated = 0;
+            var now = DateTime.Now;
+
+            if (statType == BudgetPeriodType.Month)
+            {
+                var daysInMonth = DateTime.DaysInMonth(startDate.Year, startDate.Month);
+                for (int i = 1; i <= daysInMonth; i++)
+                {
+                    var currentDate = new DateTime(startDate.Year, startDate.Month, i);
+                    if (currentDate.Date > now.Date)
+                    {
+                        result.Trend.Add(null);
+                        continue;
+                    }
+
+                    if (dailyStats.TryGetValue(currentDate.Date, out var amount))
+                    {
+                        accumulated += amount;
+                    }
+                    result.Trend.Add(accumulated);
+                }
+            }
+            else // Year
+            {
+                for (int i = 1; i <= 12; i++)
+                {
+                    var currentMonthDate = new DateTime(startDate.Year, i, 1);
+                    
+                    if (currentMonthDate.Year > now.Year || (currentMonthDate.Year == now.Year && i > now.Month))
+                    {
+                        result.Trend.Add(null);
+                        continue;
+                    }
+
+                    if (dailyStats.TryGetValue(currentMonthDate, out var amount))
+                    {
+                        accumulated += amount;
+                    }
+                    result.Trend.Add(accumulated);
+                }
+            }
+        }
+
         return result;
     }
 
@@ -896,6 +981,11 @@ public class BudgetStatsDto
     /// 预算项数量
     /// </summary>
     public int Count { get; set; }
+
+    /// <summary>
+    /// 每日/每月累计金额趋势（对应当前周期内的实际发生额累计值）
+    /// </summary>
+    public List<decimal?> Trend { get; set; } = new();
 }
 
 /// <summary>
diff --git a/Web/src/components/Budget/BudgetChartAnalysis.vue b/Web/src/components/Budget/BudgetChartAnalysis.vue
index fd4c0d6..44ac709 100644
--- a/Web/src/components/Budget/BudgetChartAnalysis.vue
+++ b/Web/src/components/Budget/BudgetChartAnalysis.vue
@@ -80,22 +80,22 @@
       <div class="expand-toggle-row">
         <div
           class="expand-toggle"
-          @click="monthBarChartExpanded = !monthBarChartExpanded"
+          @click="monthVarianceExpanded = !monthVarianceExpanded"
         >
           <span
             class="expand-icon"
-            :class="{ expanded: monthBarChartExpanded }"
+            :class="{ expanded: monthVarianceExpanded }"
           >
             ▼
           </span>
-          <span class="expand-text">{{ monthBarChartExpanded ? '收起详情' : '展开详情' }}</span>
+          <span class="expand-text">{{ monthVarianceExpanded ? '收起偏差分析' : '展开偏差分析' }}</span>
         </div>
       </div>
       <div
-        v-if="monthBarChartExpanded"
-        ref="monthBarChartRef"
-        class="chart-body bar-chart"
-        :style="{ height: calculateChartHeight() + 'px' }"
+        v-if="monthVarianceExpanded"
+        ref="monthVarianceChartRef"
+        class="chart-body variance-chart"
+        :style="{ height: calculateChartHeight(monthBudgets) + 'px' }"
       />
     </div>
 
@@ -120,44 +120,22 @@
       <div class="expand-toggle-row">
         <div
           class="expand-toggle"
-          @click="yearBarChartExpanded = !yearBarChartExpanded"
+          @click="yearVarianceExpanded = !yearVarianceExpanded"
         >
           <span
             class="expand-icon"
-            :class="{ expanded: yearBarChartExpanded }"
+            :class="{ expanded: yearVarianceExpanded }"
           >
             ▼
           </span>
-          <span class="expand-text">{{ yearBarChartExpanded ? '收起详情' : '展开详情' }}</span>
+          <span class="expand-text">{{ yearVarianceExpanded ? '收起偏差分析' : '展开偏差分析' }}</span>
         </div>
       </div>
       <div
-        v-if="yearBarChartExpanded"
-        ref="yearBarChartRef"
-        class="chart-body bar-chart"
-        :style="{ height: calculateChartHeight() + 'px' }"
-      />
-    </div>
-
-    <!-- 偏差分析图 -->
-    <div
-      v-if="budgets.length > 0"
-      class="chart-card"
-      style="margin-top: 12px"
-    >
-      <div class="chart-header">
-        <div class="chart-title">
-          预算偏差分析
-        </div>
-        <div class="chart-subtitle">
-          <span style="color: var(--van-danger-color)">红条超支</span> /
-          <span style="color: var(--van-success-color)">绿条结余</span>
-        </div>
-      </div>
-      <div
-        ref="varianceChartRef"
-        class="chart-body bar-chart"
-        :style="{ height: calculateChartHeight() + 'px' }"
+        v-if="yearVarianceExpanded"
+        ref="yearVarianceChartRef"
+        class="chart-body variance-chart"
+        :style="{ height: calculateChartHeight(yearBudgets) + 'px' }"
       />
     </div>
 
@@ -175,7 +153,7 @@
 </template>
 
 <script setup>
-import { ref, onMounted, watch, nextTick, onUnmounted } from 'vue'
+import { ref, onMounted, watch, nextTick, onUnmounted, computed } from 'vue'
 import * as echarts from 'echarts'
 import { BudgetCategory } from '@/constants/enums'
 import { getCssVar } from '@/utils/theme'
@@ -197,23 +175,26 @@ const props = defineProps({
 
 const monthGaugeRef = ref(null)
 const yearGaugeRef = ref(null)
-const monthBarChartRef = ref(null)
-const yearBarChartRef = ref(null)
+const monthVarianceChartRef = ref(null)
+const yearVarianceChartRef = ref(null)
 const burndownChartRef = ref(null)
 const yearBurndownChartRef = ref(null)
-const varianceChartRef = ref(null)
-const monthBarChartExpanded = ref(false)
-const yearBarChartExpanded = ref(false)
+
+const monthVarianceExpanded = ref(false)
+const yearVarianceExpanded = ref(false)
+
 let monthGaugeChart = null
 let yearGaugeChart = null
-let monthBarChart = null
-let yearBarChart = null
+let monthVarianceChart = null
+let yearVarianceChart = null
 let burndownChart = null
 let yearBurndownChart = null
-let varianceChart = null
+
+const monthBudgets = computed(() => (props.budgets || []).filter(b => b.type === 1))
+const yearBudgets = computed(() => (props.budgets || []).filter(b => b.type === 2))
 
 const formatMoney = (val) => {
-  if (val >= 10000) {
+  if (Math.abs(val) >= 10000) {
     return (val / 10000).toFixed(1) + 'w'
   }
   return parseFloat(val || 0).toLocaleString(undefined, {
@@ -301,16 +282,20 @@ const updateCharts = () => {
   updateSingleGauge(monthGaugeChart, props.overallStats.month, isExpense)
   updateSingleGauge(yearGaugeChart, props.overallStats.year, isExpense)
 
-  // 确保 barChart 已初始化，如果还未初始化则先初始化
   if (props.budgets.length > 0) {
-    if (!monthBarChart && monthBarChartRef.value && monthBarChartExpanded.value) {
-      monthBarChart = echarts.init(monthBarChartRef.value)
+    // Update Variance Charts
+    if (!monthVarianceChart && monthVarianceChartRef.value && monthVarianceExpanded.value) {
+      monthVarianceChart = echarts.init(monthVarianceChartRef.value)
     }
-    if (!yearBarChart && yearBarChartRef.value && yearBarChartExpanded.value) {
-      yearBarChart = echarts.init(yearBarChartRef.value)
+    if (monthVarianceChart) {
+      updateVarianceChart(monthVarianceChart, monthBudgets.value)
     }
-    if (monthBarChart || yearBarChart) {
-      updateBarChart()
+
+    if (!yearVarianceChart && yearVarianceChartRef.value && yearVarianceExpanded.value) {
+      yearVarianceChart = echarts.init(yearVarianceChartRef.value)
+    }
+    if (yearVarianceChart) {
+      updateVarianceChart(yearVarianceChart, yearBudgets.value)
     }
 
     // 更新燃尽图/积累图
@@ -323,168 +308,126 @@ const updateCharts = () => {
       yearBurndownChart = echarts.init(yearBurndownChartRef.value)
     }
     updateYearBurndownChart()
-
-    if (!varianceChart && varianceChartRef.value) {
-      varianceChart = echarts.init(varianceChartRef.value)
-    }
-    updateVarianceChart()
   }
 }
 
-const updateBarChart = () => {
-  // 按预算类型分开：月度预算和年度预算
-  // 1 = Month, 2 = Year
-  const monthBudgets = props.budgets.filter(b => b.type === 1)
-  const yearBudgets = props.budgets.filter(b => b.type === 2)
+const updateVarianceChart = (chart, budgets) => {
+  if (!chart || !budgets || budgets.length === 0) { return }
 
-  // 为月度预算计算百分比
-  const budgetsWithMonthPercentage = monthBudgets.map(b => {
+  const data = budgets.map(b => {
     const limit = b.limit || 0
     const current = b.current || 0
-    const percentage = limit > 0 ? (current / limit) * 100 : 0
-    return { ...b, percentage }
-  })
-
-  // 为年度预算计算百分比
-  const budgetsWithYearPercentage = yearBudgets.map(b => {
-    const limit = b.limit || 0
-    const current = b.current || 0
-    const percentage = limit > 0 ? (current / limit) * 100 : 0
-    return { ...b, percentage }
-  })
-
-  // 分别按百分比从高到低排序，取前10条
-  const sortedMonthBudgets = budgetsWithMonthPercentage.sort((a, b) => b.percentage - a.percentage).slice(0, 10)
-  const sortedYearBudgets = budgetsWithYearPercentage.sort((a, b) => b.percentage - a.percentage).slice(0, 10)
-
-  const monthCategories = sortedMonthBudgets.map(b => b.name)
-  const yearCategories = sortedYearBudgets.map(b => b.name)
-
-  // 调试输出
-  console.log('月度预算项数:', monthBudgets.length, '年度预算项数:', yearBudgets.length)
-  console.log('月度排序后:', sortedMonthBudgets.map(b => ({ name: b.name, percentage: b.percentage })))
-  console.log('年度排序后:', sortedYearBudgets.map(b => ({ name: b.name, percentage: b.percentage })))
-
-  // 计算月度百分比数据
-  const monthPercentages = sortedMonthBudgets.map(b => {
-    const limit = b.limit || 0
-    const current = b.current || 0
-    if (!limit || limit <= 0) {return 0}
-    return Math.round((current / limit) * 100)
-  })
-
-  // 计算年度百分比数据
-  const yearPercentages = sortedYearBudgets.map(b => {
-    const limit = b.limit || 0
-    const current = b.current || 0
-    if (!limit || limit <= 0) {return 0}
-    return Math.round((current / limit) * 100)
-  })
-
-  const getColors = (percentages) => {
-    return percentages.map(percentage => {
-      if (props.activeTab === BudgetCategory.Expense) {
-        // 支出：百分比越高越不好
-        if (percentage >= 90) { return getCssVar('--chart-danger') } // 红色
-        if (percentage >= 60) { return getCssVar('--chart-warning') } // 橙色
-        return getCssVar('--chart-primary') // 蓝色
-      } else {
-        // 收入：百分比越高越好（越接近目标越好）
-        if (percentage >= 90) { return getCssVar('--chart-success') } // 绿色
-        if (percentage >= 60) { return getCssVar('--chart-primary') } // 蓝色
-        return getCssVar('--chart-warning') // 橙色
-      }
-    })
-  }
-
-  const monthColors = getColors(monthPercentages)
-  const yearColors = getColors(yearPercentages)
-
-  // 获取当前主题下的颜色值
-  const textColor = getCssVar('--van-text-color')
-  const textColor2 = getCssVar('--van-text-color-2')
-  const splitLineColor = getCssVar('--chart-split')
-  const axisLabelColor = getCssVar('--chart-text-muted')
-
-  const createOption = (categories, percentages, colors) => {
+    const diff = current - limit
     return {
-      grid: {
-        left: '3%',
-        right: '8%',
-        bottom: '3%',
-        top: '3%',
-        containLabel: true
-      },
-      xAxis: {
-        type: 'value',
-        max: 100,
-        splitLine: {
-          lineStyle: {
-            type: 'dashed',
-            color: splitLineColor
-          }
-        },
-        axisLabel: {
-          color: axisLabelColor,
-          formatter: (value) => {
-            return value + '%'
-          }
-        }
-      },
-      yAxis: {
-        type: 'category',
-        data: categories,
-        axisLine: { show: false },
-        axisTick: { show: false },
-        axisLabel: {
-          color: textColor,
-          width: 50,
-          overflow: 'truncate',
-          interval: 0
-        }
-      },
-      series: [
-        {
-          name: '预算使用率',
-          type: 'bar',
-          data: percentages,
-          barWidth: 10,
-          itemStyle: {
-            color: (params) => colors[params.dataIndex],
-            borderRadius: 5
-          },
-          label: {
-            show: true,
-            position: 'right',
-            formatter: (params) => {
-              return params.value + '%'
-            },
-            color: textColor2,
-            fontSize: 10
-          },
-          z: 2
-        }
-      ]
+      name: b.name,
+      value: diff,
+      limit: limit,
+      current: current
     }
+  })
+
+  // Sort by absolute variance
+  data.sort((a, b) => Math.abs(b.value) - Math.abs(a.value))
+
+  const categories = data.map(item => item.name)
+  const values = data.map(item => item.value)
+
+  const textColor = getCssVar('--van-text-color')
+  const splitLineColor = getCssVar('--chart-split')
+
+  const option = {
+    grid: {
+      left: '3%',
+      right: '8%',
+      bottom: '3%',
+      top: '3%',
+      containLabel: true
+    },
+    tooltip: {
+      trigger: 'axis',
+      formatter: (params) => {
+        const item = data[params[0].dataIndex]
+        let html = `${item.name}<br/>`
+        html += `预算: ¥${formatMoney(item.limit)}<br/>`
+        html += `实际: ¥${formatMoney(item.current)}<br/>`
+        const diffText = item.value > 0 ? `超支: ¥${formatMoney(item.value)}` : `结余: ¥${formatMoney(Math.abs(item.value))}`
+        const color = item.value > 0 ? getCssVar('--van-danger-color') : getCssVar('--van-success-color')
+        html += `<span style="color:${color};font-weight:bold">${diffText}</span>`
+        return html
+      }
+    },
+    xAxis: {
+      type: 'value',
+      position: 'top',
+      axisLine: { show: false },
+      axisLabel: { show: false },
+      splitLine: {
+        show: true,
+        lineStyle: {
+          type: 'dashed',
+          color: splitLineColor
+        }
+      }
+    },
+    yAxis: {
+      type: 'category',
+      axisTick: { show: false },
+      axisLine: { show: false },
+      data: categories,
+      axisLabel: {
+        color: textColor,
+        width: 60,
+        overflow: 'truncate'
+      }
+    },
+    series: [
+      {
+        name: '偏差',
+        type: 'bar',
+        stack: 'Total',
+        barWidth: 20, // Fixed bar width
+        data: values.map((val, index) => {
+          return {
+            value: val,
+            label: {
+              position: val >= 0 ? 'insideLeft' : 'insideRight',
+              color: '#fff'
+            }
+          }
+        }),
+        label: {
+          show: true,
+          formatter: (params) => {
+            const val = params.value
+            return val > 0 ? `+${formatMoney(val)}` : formatMoney(val)
+          },
+          color: textColor
+        },
+        itemStyle: {
+          borderRadius: 4,
+          color: (params) => {
+            const val = params.value
+            if (props.activeTab === BudgetCategory.Expense) {
+              return val > 0 ? getCssVar('--van-danger-color') : getCssVar('--van-success-color')
+            } else {
+              return val > 0 ? getCssVar('--van-success-color') : getCssVar('--van-danger-color')
+            }
+          }
+        }
+      }
+    ]
   }
 
-  if (monthBarChart) {
-    monthBarChart.setOption(createOption(monthCategories, monthPercentages, monthColors))
-  }
-  if (yearBarChart) {
-    yearBarChart.setOption(createOption(yearCategories, yearPercentages, yearColors))
-  }
+  chart.setOption(option)
 }
 
-const calculateChartHeight = () => {
-  // 根据数据数量动态计算图表高度
-  // 每个类别占用 60px，最少显示 200px，最多 400px
-  const dataCount = Math.min(props.budgets.length, 10) // 最多显示10条
+const calculateChartHeight = (budgets) => {
+  if (!budgets) { return 100 }
+  const dataCount = budgets.length
   const minHeight = 100
-  const maxHeight = 400
-  const heightPerItem = 40
+  const heightPerItem = 30 // Fixed height per bar item
   const calculatedHeight = Math.max(minHeight, dataCount * heightPerItem)
-  return Math.min(calculatedHeight, maxHeight)
+  return calculatedHeight
 }
 
 const updateBurndownChart = () => {
@@ -505,10 +448,11 @@ const updateBurndownChart = () => {
 
   const totalBudget = props.overallStats.month.limit || 0
   const currentExpense = props.overallStats.month.current || 0
+  const trend = props.overallStats.month.trend || []
 
   for (let i = 1; i <= daysInMonth; i++) {
     dates.push(`${i}日`)
-    
+
     if (isExpense) {
       // 支出：燃尽图（向下走）
       // 理想燃尽：每天均匀消耗
@@ -516,11 +460,21 @@ const updateBurndownChart = () => {
       idealBurndown.push(Math.round(idealRemaining))
 
       // 实际燃尽：根据当前日期显示
-      if (i <= currentDay && totalBudget > 0) {
-        const actualRemaining = Math.max(0, totalBudget - (currentExpense * i / currentDay))
-        actualBurndown.push(Math.round(actualRemaining))
+      if (trend.length > 0) {
+        const dayValue = trend[i - 1]
+        if (dayValue !== undefined && dayValue !== null) {
+          const actualRemaining = Math.max(0, totalBudget - dayValue)
+          actualBurndown.push(Math.round(actualRemaining))
+        } else {
+          actualBurndown.push(null)
+        }
       } else {
-        actualBurndown.push(null)
+        if (i <= currentDay && totalBudget > 0) {
+          const actualRemaining = Math.max(0, totalBudget - (currentExpense * i / currentDay))
+          actualBurndown.push(Math.round(actualRemaining))
+        } else {
+          actualBurndown.push(null)
+        }
       }
     } else {
       // 收入：积累图（向上走）
@@ -529,11 +483,20 @@ const updateBurndownChart = () => {
       idealBurndown.push(Math.round(idealAccumulated))
 
       // 实际积累：根据当前日期显示
-      if (i <= currentDay && totalBudget > 0) {
-        const actualAccumulated = Math.min(totalBudget, currentExpense * i / currentDay)
-        actualBurndown.push(Math.round(actualAccumulated))
+      if (trend.length > 0) {
+        const dayValue = trend[i - 1]
+        if (dayValue !== undefined && dayValue !== null) {
+          actualBurndown.push(Math.round(dayValue))
+        } else {
+          actualBurndown.push(null)
+        }
       } else {
-        actualBurndown.push(null)
+        if (i <= currentDay && totalBudget > 0) {
+          const actualAccumulated = Math.min(totalBudget, currentExpense * i / currentDay)
+          actualBurndown.push(Math.round(actualAccumulated))
+        } else {
+          actualBurndown.push(null)
+        }
       }
     }
   }
@@ -590,7 +553,7 @@ const updateBurndownChart = () => {
       formatter: (params) => {
         let result = params[0].name + '<br/>'
         params.forEach(param => {
-          if (param.value !== null) {
+          if (param.value !== null && param.value !== undefined) {
             result += param.marker + param.seriesName + ': ¥' + (param.value >= 10000 ? (param.value / 10000).toFixed(1) + 'w' : param.value) + '<br/>'
           }
         })
@@ -651,6 +614,7 @@ const updateYearBurndownChart = () => {
 
   const totalBudget = props.overallStats.year.limit || 0
   const currentExpense = props.overallStats.year.current || 0
+  const trend = props.overallStats.year.trend || []
 
   for (let i = 0; i < 12; i++) {
     months.push(`${i + 1}月`)
@@ -686,11 +650,21 @@ const updateYearBurndownChart = () => {
       idealBurndown.push(Math.round(idealRemaining))
 
       // 实际燃尽：根据当前日期显示
-      if ((i < currentMonth || (i === currentMonth && currentDay > 0)) && totalBudget > 0) {
-        const actualRemaining = Math.max(0, totalBudget - (currentExpense * yearProgress))
-        actualBurndown.push(Math.round(actualRemaining))
+      if (trend.length > 0) {
+        const monthValue = trend[i]
+        if (monthValue !== undefined && monthValue !== null) {
+          const actualRemaining = Math.max(0, totalBudget - monthValue)
+          actualBurndown.push(Math.round(actualRemaining))
+        } else {
+          actualBurndown.push(null)
+        }
       } else {
-        actualBurndown.push(null)
+        if ((i < currentMonth || (i === currentMonth && currentDay > 0)) && totalBudget > 0) {
+          const actualRemaining = Math.max(0, totalBudget - (currentExpense * yearProgress))
+          actualBurndown.push(Math.round(actualRemaining))
+        } else {
+          actualBurndown.push(null)
+        }
       }
     } else {
       // 收入：积累图（向上走）
@@ -699,22 +673,29 @@ const updateYearBurndownChart = () => {
       idealBurndown.push(Math.round(idealAccumulated))
 
       // 实际积累：根据当前日期显示
-      if ((i < currentMonth || (i === currentMonth && currentDay > 0)) && totalBudget > 0) {
-        const actualAccumulated = Math.min(totalBudget, currentExpense * yearProgress)
-        actualBurndown.push(Math.round(actualAccumulated))
+      if (trend.length > 0) {
+        const monthValue = trend[i]
+        if (monthValue !== undefined && monthValue !== null) {
+          actualBurndown.push(Math.round(monthValue))
+        } else {
+          actualBurndown.push(null)
+        }
       } else {
-        actualBurndown.push(null)
+        if ((i < currentMonth || (i === currentMonth && currentDay > 0)) && totalBudget > 0) {
+          const actualAccumulated = Math.min(totalBudget, currentExpense * yearProgress)
+          actualBurndown.push(Math.round(actualAccumulated))
+        } else {
+          actualBurndown.push(null)
+        }
       }
     }
   }
 
-  const textColor = getCssVar('--van-text-color')
-  const textColor2 = getCssVar('--van-text-color-2')
   const splitLineColor = getCssVar('--chart-split')
   const axisLabelColor = getCssVar('--chart-text-muted')
 
-  const idealSeriesName = isExpense ? '理想燃尽' : '理想积累'
-  const actualSeriesName = isExpense ? '实际燃尽' : '实际积累'
+  const idealSeriesName = isExpense ? '理想支出' : '理想收入'
+  const actualSeriesName = isExpense ? '实际支出' : '实际收入'
 
   const option = {
     grid: {
@@ -758,7 +739,7 @@ const updateYearBurndownChart = () => {
       formatter: (params) => {
         let result = params[0].name + '<br/>'
         params.forEach(param => {
-          if (param.value !== null) {
+          if (param.value !== null && param.value !== undefined) {
             result += param.marker + param.seriesName + ': ¥' + (param.value >= 10000 ? (param.value / 10000).toFixed(1) + 'w' : param.value) + '<br/>'
           }
         })
@@ -801,184 +782,13 @@ const updateYearBurndownChart = () => {
   yearBurndownChart.setOption(option)
 }
 
-const updateVarianceChart = () => {
-  if (!varianceChart) { return }
-
-  // 1. 准备数据：计算偏差 (Current - Limit)
-  // 只关注本年和本月的预算，或者只展示本年？或者全部？
-  // 按照设计，展示所有预算项的偏差
-  // 为了避免混淆，我们可以合并月度和年度，或者只展示月度？
-  // 用户的图表1和2是分开月度和年度的。
-  // 偏差分析通常用于当前执行周期。如果混合了月度和年度，数值差异会很大（年度偏差可能几千，月度几百）。
-  // 建议：优先展示月度预算的偏差，因为这是最高频关注点。或者提供选项？
-  // 简单起见，这里展示“月度预算”的偏差。如果用户切到“收入”，则展示收入预算的偏差。
-
-  // 过滤出月度预算
-  const relevantBudgets = props.budgets // .filter(b => b.type === 1) // 1 = Month
-  if (relevantBudgets.length === 0) {
-    // 如果没有月度预算，尝试年度？不，保持一致性，只看月度。
-    // 或者，我们可以把所有预算都放进去，但在名字上区分？
-    // 让我们先只做月度，因为这是最直接的反馈。
-  }
-
-  // 计算偏差
-  const data = relevantBudgets.map(b => {
-    const limit = b.limit || 0
-    const current = b.current || 0
-    // 偏差 = 实际 - 预算
-    // 对于支出：正数 = 超支 (Bad/Red), 负数 = 结余 (Good/Green)
-    // 对于收入：正数 = 超额 (Good/Green?), 负数 = 差额 (Bad/Red?)
-    // 但用户明确说：红条超支，绿条结余。这完全是支出视角。
-    // 如果是收入 Tab，我们保持同样的逻辑：实际 > 目标 (Green), 实际 < 目标 (Red)
-    // 为了适配用户的“红黑榜”视觉定义：
-    // 右侧 (正值) -> 红色 (超支/Warning)
-    // 左侧 (负值) -> 绿色 (结余/Safe)
-
-    const diff = current - limit
-
-    // 如果是收入，逻辑反转？
-    // 收入：目标 10000，实际 12000。Diff +2000。这是好事。应该绿。
-    // 收入：目标 10000，实际 8000。Diff -2000。这是坏事。应该红。
-    // 所以收入时，我们把 Diff 取反？或者改变颜色映射？
-    // 让我们先按“支出”逻辑写死，因为这是最常用的。
-
-    return {
-      name: b.name,
-      value: diff,
-      limit: limit,
-      current: current
-    }
-  })
-
-  // 排序：按偏差的绝对值降序排列
-  data.sort((a, b) => Math.abs(b.value) - Math.abs(a.value))
-
-  const categories = data.map(item => item.name)
-  const values = data.map(item => item.value)
-
-  const textColor = getCssVar('--van-text-color')
-  const splitLineColor = getCssVar('--chart-split')
-  const axisLabelColor = getCssVar('--chart-text-muted')
-
-  const option = {
-    grid: {
-      left: '3%',
-      right: '8%',
-      bottom: '3%',
-      top: '3%',
-      containLabel: true
-    },
-    tooltip: {
-      trigger: 'axis',
-      formatter: (params) => {
-        const item = data[params[0].dataIndex]
-        let html = `${item.name}<br/>`
-        html += `预算: ¥${formatMoney(item.limit)}<br/>`
-        html += `实际: ¥${formatMoney(item.current)}<br/>`
-        const diffText = item.value > 0 ? `超支: ¥${formatMoney(item.value)}` : `结余: ¥${formatMoney(Math.abs(item.value))}`
-        const color = item.value > 0 ? getCssVar('--van-danger-color') : getCssVar('--van-success-color')
-        html += `<span style="color:${color};font-weight:bold">${diffText}</span>`
-        return html
-      }
-    },
-    xAxis: {
-      type: 'value',
-      position: 'top', // 坐标轴在上方，或者隐藏
-      axisLine: { show: false },
-      axisLabel: { show: false }, // 隐藏X轴标签，让图表更干净
-      splitLine: {
-        show: true,
-        lineStyle: {
-          type: 'dashed',
-          color: splitLineColor
-        }
-      }
-    },
-    yAxis: {
-      type: 'category',
-      axisTick: { show: false },
-      axisLine: { show: false },
-      data: categories,
-      axisLabel: {
-        color: textColor,
-        width: 60,
-        overflow: 'truncate'
-      }
-    },
-    series: [
-      {
-        name: '偏差',
-        type: 'bar',
-        stack: 'Total',
-        data: values,
-        label: {
-          show: true,
-          position: 'right', // 默认右侧，正负值会自动调整吗？ECharts Bar label position logic:
-          // For positive value: 'right', 'top', 'inside', etc.
-          // We need dynamic position based on value sign.
-          formatter: (params) => {
-            const val = params.value
-            return val > 0 ? `+${formatMoney(val)}` : formatMoney(val)
-          },
-          color: textColor
-        },
-        itemStyle: {
-          borderRadius: 4,
-          color: (params) => {
-            const val = params.value
-            if (props.activeTab === BudgetCategory.Expense) {
-              // 支出：正数(超支)红，负数(结余)绿
-              return val > 0 ? getCssVar('--van-danger-color') : getCssVar('--van-success-color')
-            } else {
-              // 收入：正数(超额)绿，负数(差额)红
-              return val > 0 ? getCssVar('--van-success-color') : getCssVar('--van-danger-color')
-            }
-          }
-        }
-      }
-    ]
-  }
-
-  // 针对 ECharts 的 label 位置优化：正数 label 在右，负数 label 在左
-  // ECharts 5+ 支持 label position 为 function? 好像不支持。
-  // 但我们可以通过 rich text 或 multiple series 来实现，或者简单地设为 'outside' (ECharts 没有 outside for bar?)
-  // 对于 horizontal bar, positive value bar goes right, negative goes left.
-  // label position 'right' means right of the bar end (for positive) and right of the bar end (for negative, which is inside towards 0).
-  // ECharts default behavior:
-  // If value > 0, bar extends right. Position 'right' is outside right.
-  // If value < 0, bar extends left. Position 'right' is inside (near 0). Position 'left' is outside left.
-  // Let's keep it simple first. Or use a callback if supported, or two series.
-  // Actually, let's try just setting it based on logic if possible, but series config is static.
-  // Better approach: use two series, one for positive, one for negative?
-  // Or iterate data and set specific label position in data item.
-
-  const seriesData = values.map((val, index) => {
-    return {
-      value: val,
-      label: {
-        position: val >= 0 ? 'right' : 'left'
-      }
-    }
-  })
-
-  option.series[0].data = seriesData
-
-  varianceChart.setOption(option)
-}
-
 watch(() => props.overallStats, () => nextTick(updateCharts), { deep: true })
 watch(() => props.budgets, () => {
   nextTick(() => {
-    if (props.budgets.length > 0 && (!monthBarChart || !yearBarChart) && monthBarChartRef.value && yearBarChartRef.value) {
-      // budgets 从空到有值，需要初始化图表
-      monthBarChart = echarts.init(monthBarChartRef.value)
-      yearBarChart = echarts.init(yearBarChartRef.value)
-      updateBarChart()
-    } else {
-      updateCharts()
-    }
+    updateCharts()
   })
 }, { deep: true })
+
 watch(() => props.activeTab, () => {
   nextTick(() => {
     updateCharts()
@@ -986,48 +796,49 @@ watch(() => props.activeTab, () => {
     setTimeout(() => {
       burndownChart?.resize()
       yearBurndownChart?.resize()
-      varianceChart?.resize()
+      monthVarianceChart?.resize()
+      yearVarianceChart?.resize()
     }, 100)
   })
 })
 
 // 监听展开/折叠状态
-watch(() => monthBarChartExpanded.value, (expanded) => {
+watch(() => monthVarianceExpanded.value, (expanded) => {
   if (expanded) {
     nextTick(() => {
-      if (monthBarChartRef.value) {
-        if (!monthBarChart) {
-          monthBarChart = echarts.init(monthBarChartRef.value)
+      if (monthVarianceChartRef.value) {
+        if (!monthVarianceChart) {
+          monthVarianceChart = echarts.init(monthVarianceChartRef.value)
         }
-        updateBarChart()
-        monthBarChart.resize()
+        updateVarianceChart(monthVarianceChart, monthBudgets.value)
+        monthVarianceChart.resize()
       }
     })
   } else {
     // 收起时销毁图表实例，释放内存
-    if (monthBarChart) {
-      monthBarChart.dispose()
-      monthBarChart = null
+    if (monthVarianceChart) {
+      monthVarianceChart.dispose()
+      monthVarianceChart = null
     }
   }
 })
 
-watch(() => yearBarChartExpanded.value, (expanded) => {
+watch(() => yearVarianceExpanded.value, (expanded) => {
   if (expanded) {
     nextTick(() => {
-      if (yearBarChartRef.value) {
-        if (!yearBarChart) {
-          yearBarChart = echarts.init(yearBarChartRef.value)
+      if (yearVarianceChartRef.value) {
+        if (!yearVarianceChart) {
+          yearVarianceChart = echarts.init(yearVarianceChartRef.value)
         }
-        updateBarChart()
-        yearBarChart.resize()
+        updateVarianceChart(yearVarianceChart, yearBudgets.value)
+        yearVarianceChart.resize()
       }
     })
   } else {
     // 收起时销毁图表实例，释放内存
-    if (yearBarChart) {
-      yearBarChart.dispose()
-      yearBarChart = null
+    if (yearVarianceChart) {
+      yearVarianceChart.dispose()
+      yearVarianceChart = null
     }
   }
 })
@@ -1035,11 +846,10 @@ watch(() => yearBarChartExpanded.value, (expanded) => {
 const handleResize = () => {
   monthGaugeChart?.resize()
   yearGaugeChart?.resize()
-  monthBarChart?.resize()
-  yearBarChart?.resize()
+  monthVarianceChart?.resize()
+  yearVarianceChart?.resize()
   burndownChart?.resize()
   yearBurndownChart?.resize()
-  varianceChart?.resize()
 }
 
 onMounted(() => {
@@ -1049,13 +859,9 @@ onMounted(() => {
     yearGaugeChart = initGaugeChart(yearGaugeChart, yearGaugeRef.value, props.overallStats.year, isExpense)
     // 只在有数据时初始化柱状图
     if (props.budgets.length > 0) {
-      if (monthBarChartRef.value) {
-        monthBarChart = echarts.init(monthBarChartRef.value)
-      }
-      if (yearBarChartRef.value) {
-        yearBarChart = echarts.init(yearBarChartRef.value)
-      }
-      updateBarChart()
+      // Variance charts are initialized when expanded, or if we want to init them eagerly?
+      // Based on watch logic, we init when expanded.
+      // But updateCharts logic tries to update if exists.
 
       // 初始化燃尽图/积累图
       if (burndownChartRef.value) {
@@ -1067,12 +873,6 @@ onMounted(() => {
         yearBurndownChart = echarts.init(yearBurndownChartRef.value)
         updateYearBurndownChart()
       }
-
-      // 初始化偏差图
-      if (varianceChartRef.value) {
-        varianceChart = echarts.init(varianceChartRef.value)
-        updateVarianceChart()
-      }
     }
     window.addEventListener('resize', handleResize)
   })
@@ -1082,11 +882,10 @@ onUnmounted(() => {
   window.removeEventListener('resize', handleResize)
   monthGaugeChart?.dispose()
   yearGaugeChart?.dispose()
-  monthBarChart?.dispose()
-  yearBarChart?.dispose()
+  monthVarianceChart?.dispose()
+  yearVarianceChart?.dispose()
   burndownChart?.dispose()
   yearBurndownChart?.dispose()
-  varianceChart?.dispose()
 })
 </script>
 
@@ -1146,13 +945,12 @@ onUnmounted(() => {
   /* 调小高度 */
 }
 
-.bar-chart {
+.variance-chart {
   min-height: 200px;
-  max-height: 400px;
 }
 
 .burndown-chart {
-  height: 200px;
+  height: 230px;
 }
 
 .gauge-footer {
diff --git a/Web/src/views/BudgetView.vue b/Web/src/views/BudgetView.vue
index 94919a9..2dafe40 100644
--- a/Web/src/views/BudgetView.vue
+++ b/Web/src/views/BudgetView.vue
@@ -657,13 +657,15 @@ const fetchCategoryStats = async () => {
           rate: data.month?.rate?.toFixed(1) || '0.0',
           current: data.month?.current || 0,
           limit: data.month?.limit || 0,
-          count: data.month?.count || 0
+          count: data.month?.count || 0,
+          trend: data.month?.trend || []
         },
         year: {
           rate: data.year?.rate?.toFixed(1) || '0.0',
           current: data.year?.current || 0,
           limit: data.year?.limit || 0,
-          count: data.year?.count || 0
+          count: data.year?.count || 0,
+          trend: data.year?.trend || []
         }
       }
     }
diff --git a/Web/src/views/CalendarView.vue b/Web/src/views/CalendarView.vue
index cbea8bb..ce1efe0 100644
--- a/Web/src/views/CalendarView.vue
+++ b/Web/src/views/CalendarView.vue
@@ -1,4 +1,4 @@
-<template>
+<template>
   <div class="page-container calendar-container">
     <van-calendar
       title="日历"