feat(usage): 统计表格新增输入/输出与缓存创建token细分展示

- 后端接口(admin/user_me/query)新增 output_tokens、cache_creation_tokens、total_input_context 字段返回 - 前端统计表格(模型/提供商/API格式)合并 Tokens 列为"输入/输出"+"缓存读取/创建"两行紧凑布局 - 合并"缓存Token"和"缓存命中率"为单一"命中率"列，减少表格宽度 - 修正 UsageRecordsTable 缩进及模板格式
2026-09-01 17:00:21 +08:00 · 2026-03-14 16:11:56 +08:00
parent aafd332198
commit 751a4d9111
11 changed files with 268 additions and 186 deletions
--- a/frontend/src/features/usage/components/UsageApiFormatTable.vue
+++ b/frontend/src/features/usage/components/UsageApiFormatTable.vue
@@ -16,16 +16,16 @@
              请求数
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              Tokens
+              <div class="flex flex-col text-xs gap-0.5">
+                <span>输入/输出</span>
+                <span class="text-muted-foreground font-normal">缓存</span>
+              </div>
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              费用
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              缓存Token
-            </TableHead>
-            <TableHead class="h-8 px-2 text-right">
-              缓存命中率
+              命中率
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              平均响应
@@ -35,7 +35,7 @@
        <TableBody>
          <TableRow v-if="data.length === 0">
            <TableCell
-              :colspan="7"
+              :colspan="6"
              class="text-center py-6 text-muted-foreground px-2"
            >
              暂无API格式统计数据
@@ -52,7 +52,10 @@
              {{ item.request_count }}
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              <span>{{ formatTokens(item.total_tokens) }}</span>
+              <div class="flex flex-col items-end text-xs gap-0.5">
+                <span>{{ formatTokens(item.total_input_context || 0) }} / {{ formatTokens(item.output_tokens || 0) }}</span>
+                <span class="text-muted-foreground">{{ formatTokens(item.cache_read_tokens || 0) }} / {{ formatTokens(item.cache_creation_tokens || 0) }}</span>
+              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
              <div class="flex flex-col items-end text-xs gap-0.5">
@@ -66,10 +69,7 @@
              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              {{ formatTokens(item.cache_read_tokens || 0) }}
-            </TableCell>
-            <TableCell class="text-right py-2 px-2 text-muted-foreground">
-              {{ formatHitRate(item.cache_hit_rate) }}
+              <span>{{ formatHitRate(item.cache_hit_rate) }}</span>
            </TableCell>
            <TableCell class="text-right text-muted-foreground py-2 px-2">
              {{ item.avgResponseTime }}
--- a/frontend/src/features/usage/components/UsageModelTable.vue
+++ b/frontend/src/features/usage/components/UsageModelTable.vue
@@ -16,16 +16,16 @@
              请求数
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              Tokens
+              <div class="flex flex-col text-xs gap-0.5">
+                <span>输入/输出</span>
+                <span class="text-muted-foreground font-normal">缓存</span>
+              </div>
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              费用
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              缓存Token
-            </TableHead>
-            <TableHead class="h-8 px-2 text-right">
-              缓存命中率
+              命中率
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              效率
@@ -35,7 +35,7 @@
        <TableBody>
          <TableRow v-if="data.length === 0">
            <TableCell
-              :colspan="7"
+              :colspan="6"
              class="text-center py-6 text-muted-foreground px-2"
            >
              暂无模型统计数据
@@ -52,7 +52,10 @@
              {{ model.request_count }}
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              <span>{{ formatTokens(model.total_tokens) }}</span>
+              <div class="flex flex-col items-end text-xs gap-0.5">
+                <span>{{ formatTokens(model.total_input_context || 0) }} / {{ formatTokens(model.output_tokens || 0) }}</span>
+                <span class="text-muted-foreground">{{ formatTokens(model.cache_read_tokens || 0) }} / {{ formatTokens(model.cache_creation_tokens || 0) }}</span>
+              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
              <div class="flex flex-col items-end text-xs gap-0.5">
@@ -66,10 +69,7 @@
              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              {{ formatTokens(model.cache_read_tokens || 0) }}
-            </TableCell>
-            <TableCell class="text-right py-2 px-2 text-muted-foreground">
-              {{ formatHitRate(model.cache_hit_rate) }}
+              <span>{{ formatHitRate(model.cache_hit_rate) }}</span>
            </TableCell>
            <TableCell class="text-right text-muted-foreground py-2 px-2">
              {{ model.costPerToken }}
--- a/frontend/src/features/usage/components/UsageProviderTable.vue
+++ b/frontend/src/features/usage/components/UsageProviderTable.vue
@@ -16,16 +16,16 @@
              请求数
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              Tokens
+              <div class="flex flex-col text-xs gap-0.5">
+                <span>输入/输出</span>
+                <span class="text-muted-foreground font-normal">缓存</span>
+              </div>
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              费用
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
-              缓存Token
-            </TableHead>
-            <TableHead class="h-8 px-2 text-right">
-              缓存命中率
+              命中率
            </TableHead>
            <TableHead class="h-8 px-2 text-right">
              成功率
@@ -38,7 +38,7 @@
        <TableBody>
          <TableRow v-if="data.length === 0">
            <TableCell
-              :colspan="8"
+              :colspan="7"
              class="text-center py-6 text-muted-foreground px-2"
            >
              暂无提供商统计数据
@@ -55,7 +55,10 @@
              {{ provider.requests }}
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              <span>{{ formatTokens(provider.totalTokens) }}</span>
+              <div class="flex flex-col items-end text-xs gap-0.5">
+                <span>{{ formatTokens(provider.totalInputContext || 0) }} / {{ formatTokens(provider.outputTokens || 0) }}</span>
+                <span class="text-muted-foreground">{{ formatTokens(provider.cacheReadTokens || 0) }} / {{ formatTokens(provider.cacheCreationTokens || 0) }}</span>
+              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
              <div class="flex flex-col items-end text-xs gap-0.5">
@@ -69,10 +72,7 @@
              </div>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
-              {{ formatTokens(provider.cacheReadTokens || 0) }}
-            </TableCell>
-            <TableCell class="text-right py-2 px-2 text-muted-foreground">
-              {{ formatHitRate(provider.cacheHitRate) }}
+              <span>{{ formatHitRate(provider.cacheHitRate) }}</span>
            </TableCell>
            <TableCell class="text-right py-2 px-2">
              <span :class="getSuccessRateClass(provider.successRate)">{{ provider.successRate }}%</span>
@@ -108,5 +108,4 @@ function getSuccessRateClass(rate: number): string {
  if (rate < 90) return 'text-destructive'
  return ''  // 默认颜色
 }
-
 </script>
--- a/frontend/src/features/usage/components/UsageRecordsTable.vue
+++ b/frontend/src/features/usage/components/UsageRecordsTable.vue
@@ -3,167 +3,167 @@
    <template #actions>
      <!-- 时间范围筛选 -->
      <TimeRangePicker
-            v-model="timeRangeModel"
-            :show-granularity="false"
-          />
+        v-model="timeRangeModel"
+        :show-granularity="false"
+      />

-          <!-- 分隔线 -->
-          <div class="hidden sm:block h-4 w-px bg-border" />
+      <!-- 分隔线 -->
+      <div class="hidden sm:block h-4 w-px bg-border" />

-          <!-- 通用搜索 -->
-          <div class="relative">
-            <Search class="absolute left-2.5 top-1/2 -translate-y-1/2 h-3.5 w-3.5 text-muted-foreground z-10 pointer-events-none" />
-            <Input
-              id="usage-records-search"
-              v-model="localSearch"
-              :placeholder="isAdmin ? '搜索用户/密钥' : '搜索密钥/模型'"
-              class="w-[7.5rem] sm:w-48 h-8 text-xs border-border/60 pl-8"
-            />
-          </div>
+      <!-- 通用搜索 -->
+      <div class="relative">
+        <Search class="absolute left-2.5 top-1/2 -translate-y-1/2 h-3.5 w-3.5 text-muted-foreground z-10 pointer-events-none" />
+        <Input
+          id="usage-records-search"
+          v-model="localSearch"
+          :placeholder="isAdmin ? '搜索用户/密钥' : '搜索密钥/模型'"
+          class="w-[7.5rem] sm:w-48 h-8 text-xs border-border/60 pl-8"
+        />
+      </div>

-          <!-- 用户筛选（仅管理员可见） -->
-          <Select
-            v-if="isAdmin && availableUsers.length > 0"
-            :model-value="filterUser"
-            @update:model-value="$emit('update:filterUser', $event)"
+      <!-- 用户筛选（仅管理员可见） -->
+      <Select
+        v-if="isAdmin && availableUsers.length > 0"
+        :model-value="filterUser"
+        @update:model-value="$emit('update:filterUser', $event)"
+      >
+        <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-36 h-8 text-xs border-border/60">
+          <SelectValue placeholder="用户" />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value="__all__">
+            全部用户
+          </SelectItem>
+          <SelectItem
+            v-for="user in availableUsers"
+            :key="user.id"
+            :value="user.id"
          >
-            <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-36 h-8 text-xs border-border/60">
-              <SelectValue placeholder="用户" />
-            </SelectTrigger>
-            <SelectContent>
-              <SelectItem value="__all__">
-                全部用户
-              </SelectItem>
-              <SelectItem
-                v-for="user in availableUsers"
-                :key="user.id"
-                :value="user.id"
-              >
-                {{ user.username || user.email }}
-              </SelectItem>
-            </SelectContent>
-          </Select>
+            {{ user.username || user.email }}
+          </SelectItem>
+        </SelectContent>
+      </Select>

-          <!-- 模型筛选 -->
-          <Select
-            :model-value="filterModel"
-            @update:model-value="$emit('update:filterModel', $event)"
+      <!-- 模型筛选 -->
+      <Select
+        :model-value="filterModel"
+        @update:model-value="$emit('update:filterModel', $event)"
+      >
+        <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-40 h-8 text-xs border-border/60">
+          <SelectValue placeholder="模型" />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value="__all__">
+            全部模型
+          </SelectItem>
+          <SelectItem
+            v-for="model in availableModels"
+            :key="model"
+            :value="model"
          >
-            <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-40 h-8 text-xs border-border/60">
-              <SelectValue placeholder="模型" />
-            </SelectTrigger>
-            <SelectContent>
-              <SelectItem value="__all__">
-                全部模型
-              </SelectItem>
-              <SelectItem
-                v-for="model in availableModels"
-                :key="model"
-                :value="model"
-              >
-                {{ model.replace('claude-', '') }}
-              </SelectItem>
-            </SelectContent>
-          </Select>
+            {{ model.replace('claude-', '') }}
+          </SelectItem>
+        </SelectContent>
+      </Select>

-          <!-- 提供商筛选（仅管理员可见） -->
-          <Select
-            v-if="isAdmin"
-            :model-value="filterProvider"
-            @update:model-value="$emit('update:filterProvider', $event)"
+      <!-- 提供商筛选（仅管理员可见） -->
+      <Select
+        v-if="isAdmin"
+        :model-value="filterProvider"
+        @update:model-value="$emit('update:filterProvider', $event)"
+      >
+        <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-32 h-8 text-xs border-border/60">
+          <SelectValue placeholder="提供商" />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value="__all__">
+            全部提供商
+          </SelectItem>
+          <SelectItem
+            v-for="provider in availableProviders"
+            :key="provider"
+            :value="provider"
          >
-            <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-32 h-8 text-xs border-border/60">
-              <SelectValue placeholder="提供商" />
-            </SelectTrigger>
-            <SelectContent>
-              <SelectItem value="__all__">
-                全部提供商
-              </SelectItem>
-              <SelectItem
-                v-for="provider in availableProviders"
-                :key="provider"
-                :value="provider"
-              >
-                {{ provider }}
-              </SelectItem>
-            </SelectContent>
-          </Select>
+            {{ provider }}
+          </SelectItem>
+        </SelectContent>
+      </Select>

-          <!-- API格式筛选 -->
-          <Select
-            :model-value="filterApiFormat"
-            @update:model-value="$emit('update:filterApiFormat', $event)"
+      <!-- API格式筛选 -->
+      <Select
+        :model-value="filterApiFormat"
+        @update:model-value="$emit('update:filterApiFormat', $event)"
+      >
+        <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-32 h-8 text-xs border-border/60">
+          <SelectValue placeholder="格式" />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value="__all__">
+            全部格式
+          </SelectItem>
+          <SelectItem
+            v-for="format in availableApiFormats"
+            :key="format.value"
+            :value="format.value"
          >
-            <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-32 h-8 text-xs border-border/60">
-              <SelectValue placeholder="格式" />
-            </SelectTrigger>
-            <SelectContent>
-              <SelectItem value="__all__">
-                全部格式
-              </SelectItem>
-              <SelectItem
-                v-for="format in availableApiFormats"
-                :key="format.value"
-                :value="format.value"
-              >
-                {{ format.label }}
-              </SelectItem>
-            </SelectContent>
-          </Select>
+            {{ format.label }}
+          </SelectItem>
+        </SelectContent>
+      </Select>

-          <!-- 状态筛选 -->
-          <Select
-            :model-value="filterStatus"
-            @update:model-value="$emit('update:filterStatus', $event)"
-          >
-            <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-28 h-8 text-xs border-border/60">
-              <SelectValue placeholder="状态" />
-            </SelectTrigger>
-            <SelectContent>
-              <SelectItem value="__all__">
-                全部状态
-              </SelectItem>
-              <SelectItem value="stream">
-                流式
-              </SelectItem>
-              <SelectItem value="standard">
-                标准
-              </SelectItem>
-              <SelectItem value="active">
-                活跃
-              </SelectItem>
-              <SelectItem value="failed">
-                失败
-              </SelectItem>
-              <SelectItem value="cancelled">
-                已取消
-              </SelectItem>
-              <SelectItem value="has_retry">
-                发生重试
-              </SelectItem>
-              <SelectItem value="has_fallback">
-                发生转移
-              </SelectItem>
-            </SelectContent>
-          </Select>
+      <!-- 状态筛选 -->
+      <Select
+        :model-value="filterStatus"
+        @update:model-value="$emit('update:filterStatus', $event)"
+      >
+        <SelectTrigger class="flex-1 min-w-0 sm:flex-none sm:w-28 h-8 text-xs border-border/60">
+          <SelectValue placeholder="状态" />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value="__all__">
+            全部状态
+          </SelectItem>
+          <SelectItem value="stream">
+            流式
+          </SelectItem>
+          <SelectItem value="standard">
+            标准
+          </SelectItem>
+          <SelectItem value="active">
+            活跃
+          </SelectItem>
+          <SelectItem value="failed">
+            失败
+          </SelectItem>
+          <SelectItem value="cancelled">
+            已取消
+          </SelectItem>
+          <SelectItem value="has_retry">
+            发生重试
+          </SelectItem>
+          <SelectItem value="has_fallback">
+            发生转移
+          </SelectItem>
+        </SelectContent>
+      </Select>

-          <!-- 分隔线 -->
-          <div class="hidden sm:block h-4 w-px bg-border" />
+      <!-- 分隔线 -->
+      <div class="hidden sm:block h-4 w-px bg-border" />

-          <!-- 自动刷新按钮 -->
-          <Button
-            variant="ghost"
-            size="icon"
-            class="h-8 w-8"
-            :class="autoRefresh ? 'text-primary' : ''"
-            :title="autoRefresh ? '点击关闭自动刷新' : '点击开启自动刷新（每3秒刷新）'"
-            @click="$emit('update:autoRefresh', !autoRefresh)"
-          >
-            <RefreshCcw
-              class="w-3.5 h-3.5"
-              :class="autoRefresh ? 'animate-spin' : ''"
-            />
-          </Button>
+      <!-- 自动刷新按钮 -->
+      <Button
+        variant="ghost"
+        size="icon"
+        class="h-8 w-8"
+        :class="autoRefresh ? 'text-primary' : ''"
+        :title="autoRefresh ? '点击关闭自动刷新' : '点击开启自动刷新（每3秒刷新）'"
+        @click="$emit('update:autoRefresh', !autoRefresh)"
+      >
+        <RefreshCcw
+          class="w-3.5 h-3.5"
+          :class="autoRefresh ? 'animate-spin' : ''"
+        />
+      </Button>
    </template>

    <!-- 移动端卡片视图 -->
--- a/frontend/src/features/usage/composables/useUsageData.ts
+++ b/frontend/src/features/usage/composables/useUsageData.ts
@@ -110,7 +110,10 @@ export function useUsageData(options: UseUsageDataOptions) {
            model: item.model,
            request_count: item.request_count || 0,
            total_tokens: item.total_tokens || 0,
+            total_input_context: typeof raw.total_input_context === 'number' ? raw.total_input_context : 0,
+            output_tokens: typeof raw.output_tokens === 'number' ? raw.output_tokens : 0,
            cache_read_tokens: typeof raw.cache_read_tokens === 'number' ? raw.cache_read_tokens : 0,
+            cache_creation_tokens: typeof raw.cache_creation_tokens === 'number' ? raw.cache_creation_tokens : 0,
            cache_hit_rate: typeof raw.cache_hit_rate === 'number' ? raw.cache_hit_rate : 0,
            total_cost: item.total_cost || 0,
            actual_cost: typeof raw.actual_cost === 'number' ? raw.actual_cost : undefined
@@ -121,7 +124,10 @@ export function useUsageData(options: UseUsageDataOptions) {
          provider: item.provider,
          requests: item.request_count,
          totalTokens: item.total_tokens || 0,
+          totalInputContext: item.total_input_context || 0,
+          outputTokens: item.output_tokens || 0,
          cacheReadTokens: item.cache_read_tokens || 0,
+          cacheCreationTokens: item.cache_creation_tokens || 0,
          cacheHitRate: item.cache_hit_rate || 0,
          totalCost: item.total_cost,
          actualCost: item.actual_cost,
@@ -135,7 +141,10 @@ export function useUsageData(options: UseUsageDataOptions) {
          api_format: item.api_format,
          request_count: item.request_count || 0,
          total_tokens: item.total_tokens || 0,
+          total_input_context: item.total_input_context || 0,
+          output_tokens: item.output_tokens || 0,
          cache_read_tokens: item.cache_read_tokens || 0,
+          cache_creation_tokens: item.cache_creation_tokens || 0,
          cache_hit_rate: item.cache_hit_rate || 0,
          total_cost: item.total_cost || 0,
          actual_cost: item.actual_cost,
@@ -169,7 +178,10 @@ export function useUsageData(options: UseUsageDataOptions) {
          model: item.model,
          request_count: item.requests || 0,
          total_tokens: item.total_tokens || 0,
+          total_input_context: item.total_input_context || 0,
+          output_tokens: item.output_tokens || 0,
          cache_read_tokens: item.cache_read_tokens || 0,
+          cache_creation_tokens: item.cache_creation_tokens || 0,
          cache_hit_rate: item.cache_hit_rate || 0,
          total_cost: item.total_cost_usd || 0,
          actual_cost: item.actual_total_cost_usd
@@ -179,7 +191,10 @@ export function useUsageData(options: UseUsageDataOptions) {
          provider: item.provider,
          requests: item.requests || 0,
          totalTokens: item.total_tokens || 0,
+          totalInputContext: item.total_input_context || 0,
+          outputTokens: item.output_tokens || 0,
          cacheReadTokens: item.cache_read_tokens || 0,
+          cacheCreationTokens: item.cache_creation_tokens || 0,
          cacheHitRate: item.cache_hit_rate || 0,
          totalCost: item.total_cost_usd || 0,
          successRate: item.success_rate || 0,
@@ -209,7 +224,10 @@ export function useUsageData(options: UseUsageDataOptions) {
          api_format: item.api_format,
          request_count: item.request_count || 0,
          total_tokens: item.total_tokens || 0,
+          total_input_context: item.total_input_context || 0,
+          output_tokens: item.output_tokens || 0,
          cache_read_tokens: item.cache_read_tokens || 0,
+          cache_creation_tokens: item.cache_creation_tokens || 0,
          cache_hit_rate: item.cache_hit_rate || 0,
          total_cost: item.total_cost_usd || 0,
          avgResponseTime: (item.avg_response_time_ms ?? 0) > 0
--- a/frontend/src/features/usage/types.ts
+++ b/frontend/src/features/usage/types.ts
@@ -22,7 +22,10 @@ export interface ModelStatsItem {
  model: string
  request_count: number
  total_tokens: number
+  total_input_context?: number
+  output_tokens?: number
  cache_read_tokens?: number
+  cache_creation_tokens?: number
  cache_hit_rate?: number
  total_cost: number
  actual_cost?: number  // 倍率消耗
@@ -38,7 +41,10 @@ export interface ProviderStatsItem {
  provider: string
  requests: number
  totalTokens: number
+  totalInputContext?: number
+  outputTokens?: number
  cacheReadTokens?: number
+  cacheCreationTokens?: number
  cacheHitRate?: number
  totalCost: number
  actualCost?: number
@@ -51,7 +57,10 @@ export interface ApiFormatStatsItem {
  api_format: string
  request_count: number
  total_tokens: number
+  total_input_context?: number
+  output_tokens?: number
  cache_read_tokens?: number
+  cache_creation_tokens?: number
  cache_hit_rate?: number
  total_cost: number
  actual_cost?: number
--- a/frontend/src/layouts/MainLayout.vue
+++ b/frontend/src/layouts/MainLayout.vue
@@ -282,7 +282,10 @@

        <div class="flex items-center gap-2">
          <!-- Page-level header actions (right side) -->
-          <div id="header-actions-right" class="flex items-center" />
+          <div
+            id="header-actions-right"
+            class="flex items-center"
+          />
          <!-- Theme Toggle -->
          <button
            class="flex h-9 w-9 items-center justify-center rounded-lg text-muted-foreground hover:text-foreground hover:bg-muted/50 transition"
--- a/frontend/src/views/shared/Usage.vue
+++ b/frontend/src/views/shared/Usage.vue
@@ -1,7 +1,10 @@
 <template>
  <div class="space-y-6 pb-8">
    <!-- 面包屑旁的折叠按钮 -->
-    <Teleport to="#header-actions-right" defer>
+    <Teleport
+      to="#header-actions-right"
+      defer
+    >
      <button
        class="flex h-9 w-9 items-center justify-center rounded-lg text-muted-foreground hover:text-foreground hover:bg-muted/50 transition"
        :title="statsExpanded ? '收起用量分析' : '展开用量分析'"
--- a/src/api/admin/usage/routes.py
+++ b/src/api/admin/usage/routes.py
@@ -546,6 +546,8 @@ class AdminUsageByModelAdapter(AdminApiAdapter):
            func.sum(Usage.actual_total_cost_usd).label("actual_cost"),
            func.sum(Usage.cache_read_input_tokens).label("cache_read_tokens"),
            func.sum(input_context_expr()).label("total_input_context"),
+            func.sum(Usage.output_tokens).label("output_tokens"),
+            func.sum(Usage.cache_creation_input_tokens).label("cache_creation_tokens"),
        )
        # 过滤掉 pending/streaming 状态的请求（尚未完成的请求不应计入统计）
        query = query.filter(Usage.status.notin_(["pending", "streaming"]))
@@ -573,15 +575,28 @@ class AdminUsageByModelAdapter(AdminApiAdapter):
                "model": model,
                "request_count": count,
                "total_tokens": int(tokens or 0),
+                "total_input_context": int(total_input_context or 0),
+                "output_tokens": int(output_tokens or 0),
                "total_cost": float(cost or 0),
                "actual_cost": float(actual_cost or 0),
                "cache_read_tokens": int(cache_read_tokens or 0),
+                "cache_creation_tokens": int(cache_creation_tokens or 0),
                "cache_hit_rate": _calculate_token_cache_hit_rate(
                    total_input_context=total_input_context,
                    cache_read_tokens=cache_read_tokens,
                ),
            }
-            for model, count, tokens, cost, actual_cost, cache_read_tokens, total_input_context in stats
+            for (
+                model,
+                count,
+                tokens,
+                cost,
+                actual_cost,
+                cache_read_tokens,
+                total_input_context,
+                output_tokens,
+                cache_creation_tokens,
+            ) in stats
        ]


@@ -707,6 +722,8 @@ class AdminUsageByProviderAdapter(AdminApiAdapter):
            func.avg(Usage.response_time_ms).label("avg_response_time_ms"),
            func.sum(Usage.cache_read_input_tokens).label("cache_read_tokens"),
            func.sum(input_context_expr()).label("total_input_context"),
+            func.sum(Usage.output_tokens).label("output_tokens"),
+            func.sum(Usage.cache_creation_input_tokens).label("cache_creation_tokens"),
        ).filter(
            Usage.provider_id.isnot(None),
            # 过滤掉 pending/streaming 状态的请求
@@ -766,6 +783,10 @@ class AdminUsageByProviderAdapter(AdminApiAdapter):
                    "provider": provider_map.get(provider_id_str, "Unknown"),
                    "request_count": attempt_count,  # 尝试次数
                    "total_tokens": int(usage_stat.total_tokens or 0) if usage_stat else 0,
+                    "total_input_context": (
+                        int(usage_stat.total_input_context or 0) if usage_stat else 0
+                    ),
+                    "output_tokens": int(usage_stat.output_tokens or 0) if usage_stat else 0,
                    "total_cost": float(usage_stat.total_cost or 0) if usage_stat else 0,
                    "actual_cost": float(usage_stat.actual_cost or 0) if usage_stat else 0,
                    "avg_response_time_ms": float(stat.avg_latency_ms or 0),
@@ -774,6 +795,9 @@ class AdminUsageByProviderAdapter(AdminApiAdapter):
                    "cache_read_tokens": (
                        int(usage_stat.cache_read_tokens or 0) if usage_stat else 0
                    ),
+                    "cache_creation_tokens": (
+                        int(usage_stat.cache_creation_tokens or 0) if usage_stat else 0
+                    ),
                    "cache_hit_rate": _calculate_token_cache_hit_rate(
                        total_input_context=(usage_stat.total_input_context if usage_stat else 0),
                        cache_read_tokens=(usage_stat.cache_read_tokens if usage_stat else 0),
@@ -811,6 +835,8 @@ class AdminUsageByApiFormatAdapter(AdminApiAdapter):
            func.avg(Usage.response_time_ms).label("avg_response_time_ms"),
            func.sum(Usage.cache_read_input_tokens).label("cache_read_tokens"),
            func.sum(input_context_expr()).label("total_input_context"),
+            func.sum(Usage.output_tokens).label("output_tokens"),
+            func.sum(Usage.cache_creation_input_tokens).label("cache_creation_tokens"),
        )
        # 过滤掉 pending/streaming 状态的请求
        query = query.filter(Usage.status.notin_(["pending", "streaming"]))
@@ -843,10 +869,13 @@ class AdminUsageByApiFormatAdapter(AdminApiAdapter):
                "api_format": api_format or "unknown",
                "request_count": count,
                "total_tokens": int(tokens or 0),
+                "total_input_context": int(total_input_context or 0),
+                "output_tokens": int(output_tokens or 0),
                "total_cost": float(cost or 0),
                "actual_cost": float(actual_cost or 0),
                "avg_response_time_ms": float(avg_response_time or 0),
                "cache_read_tokens": int(cache_read_tokens or 0),
+                "cache_creation_tokens": int(cache_creation_tokens or 0),
                "cache_hit_rate": _calculate_token_cache_hit_rate(
                    total_input_context=total_input_context,
                    cache_read_tokens=cache_read_tokens,
@@ -861,6 +890,8 @@ class AdminUsageByApiFormatAdapter(AdminApiAdapter):
                avg_response_time,
                cache_read_tokens,
                total_input_context,
+                output_tokens,
+                cache_creation_tokens,
            ) in stats
        ]

--- a/src/api/user_me/routes.py
+++ b/src/api/user_me/routes.py
@@ -1061,6 +1061,7 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                "output_tokens": 0,
                "total_tokens": 0,
                "cache_read_tokens": 0,
+                "cache_creation_tokens": 0,
                "total_input_context": 0,
                "cache_hit_rate": 0.0,
                "total_cost_usd": 0.0,
@@ -1075,6 +1076,7 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
            stats["output_tokens"] += item["output_tokens"]
            stats["total_tokens"] += item["total_tokens"]
            stats["cache_read_tokens"] += int(item.get("cache_read_tokens", 0) or 0)
+            stats["cache_creation_tokens"] += int(item.get("cache_creation_tokens", 0) or 0)
            stats["total_input_context"] += int(item.get("total_input_context", 0) or 0)
            stats["total_cost_usd"] += item["total_cost_usd"]
            # 管理员可以看到真实成本
@@ -1086,7 +1088,9 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                "provider": provider_name,
                "requests": 0,
                "total_tokens": 0,
+                "output_tokens": 0,
                "cache_read_tokens": 0,
+                "cache_creation_tokens": 0,
                "total_input_context": 0,
                "total_cost_usd": 0.0,
                "success_count": 0,
@@ -1096,7 +1100,11 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
            provider_stats = provider_summary.setdefault(provider_name, provider_base_stats)
            provider_stats["requests"] += item["requests"]
            provider_stats["total_tokens"] += item["total_tokens"]
+            provider_stats["output_tokens"] += item.get("output_tokens", 0) or 0
            provider_stats["cache_read_tokens"] += int(item.get("cache_read_tokens", 0) or 0)
+            provider_stats["cache_creation_tokens"] += int(
+                item.get("cache_creation_tokens", 0) or 0
+            )
            provider_stats["total_input_context"] += int(item.get("total_input_context", 0) or 0)
            provider_stats["total_cost_usd"] += item["total_cost_usd"]
            provider_stats["success_count"] += int(item.get("success_count", 0) or 0)
@@ -1112,7 +1120,6 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                total_input_context=int(model_stats.get("total_input_context", 0) or 0),
                cache_read_tokens=int(model_stats.get("cache_read_tokens", 0) or 0),
            )
-            model_stats.pop("total_input_context", None)

        summary_by_model = sorted(model_summary.values(), key=lambda x: x["requests"], reverse=True)
        summary_by_provider = []
@@ -1132,7 +1139,10 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                    "provider": provider_stats["provider"],
                    "requests": provider_stats["requests"],
                    "total_tokens": provider_stats["total_tokens"],
+                    "total_input_context": provider_stats["total_input_context"],
+                    "output_tokens": provider_stats["output_tokens"],
                    "cache_read_tokens": provider_stats["cache_read_tokens"],
+                    "cache_creation_tokens": provider_stats["cache_creation_tokens"],
                    "cache_hit_rate": _calculate_token_cache_hit_rate(
                        total_input_context=int(provider_stats.get("total_input_context", 0) or 0),
                        cache_read_tokens=int(provider_stats.get("cache_read_tokens", 0) or 0),
@@ -1151,6 +1161,8 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
            func.sum(Usage.total_tokens).label("total_tokens"),
            func.sum(Usage.cache_read_input_tokens).label("cache_read_tokens"),
            func.sum(input_context_expr()).label("total_input_context"),
+            func.sum(Usage.output_tokens).label("output_tokens"),
+            func.sum(Usage.cache_creation_input_tokens).label("cache_creation_tokens"),
            func.sum(Usage.total_cost_usd).label("total_cost_usd"),
            func.avg(Usage.response_time_ms).label("avg_response_time_ms"),
        ).filter(
@@ -1171,7 +1183,10 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                "api_format": api_format or "unknown",
                "request_count": count,
                "total_tokens": int(total_tokens or 0),
+                "total_input_context": int(total_input_context or 0),
+                "output_tokens": int(output_tokens or 0),
                "cache_read_tokens": int(cache_read_tokens or 0),
+                "cache_creation_tokens": int(cache_creation_tokens or 0),
                "cache_hit_rate": _calculate_token_cache_hit_rate(
                    total_input_context=total_input_context,
                    cache_read_tokens=cache_read_tokens,
@@ -1185,6 +1200,8 @@ class GetUsageAdapter(AuthenticatedApiAdapter):
                total_tokens,
                cache_read_tokens,
                total_input_context,
+                output_tokens,
+                cache_creation_tokens,
                total_cost_usd,
                avg_response_time_ms,
            ) in api_format_stats
--- a/src/services/usage/query.py
+++ b/src/services/usage/query.py
@@ -261,6 +261,7 @@ class UsageQueryMixin:
            func.sum(Usage.output_tokens).label("output_tokens"),
            func.sum(Usage.total_tokens).label("total_tokens"),
            func.sum(Usage.cache_read_input_tokens).label("cache_read_tokens"),
+            func.sum(Usage.cache_creation_input_tokens).label("cache_creation_tokens"),
            func.sum(input_context_expr()).label("total_input_context"),
            func.sum(Usage.total_cost_usd).label("total_cost_usd"),
            func.sum(Usage.actual_total_cost_usd).label("actual_total_cost_usd"),
@@ -307,6 +308,7 @@ class UsageQueryMixin:
                "output_tokens": row.output_tokens,
                "total_tokens": row.total_tokens,
                "cache_read_tokens": int(row.cache_read_tokens or 0),
+                "cache_creation_tokens": int(row.cache_creation_tokens or 0),
                "total_input_context": int(row.total_input_context or 0),
                "total_cost_usd": float(row.total_cost_usd or 0.0),
                "actual_total_cost_usd": float(row.actual_total_cost_usd or 0.0),