diff --git a/src/lib/components/admin/Analytics/ModelUsage.svelte b/src/lib/components/admin/Analytics/ModelUsage.svelte
deleted file mode 100644
index e904f70939..0000000000
--- a/src/lib/components/admin/Analytics/ModelUsage.svelte
+++ /dev/null
@@ -1,173 +0,0 @@
-<script lang="ts">
-	import { onMount, getContext } from 'svelte';
-	import { models } from '$lib/stores';
-	import { getModelAnalytics } from '$lib/apis/analytics';
-	import Spinner from '$lib/components/common/Spinner.svelte';
-	import ChevronUp from '$lib/components/icons/ChevronUp.svelte';
-	import ChevronDown from '$lib/components/icons/ChevronDown.svelte';
-	import { WEBUI_API_BASE_URL } from '$lib/constants';
-
-	const i18n = getContext('i18n');
-
-	let modelStats: Array<{ model_id: string; count: number; name?: string }> = [];
-	let loading = true;
-	let orderBy = 'count';
-	let direction: 'asc' | 'desc' = 'desc';
-
-	const toggleSort = (key: string) => {
-		if (orderBy === key) {
-			direction = direction === 'asc' ? 'desc' : 'asc';
-		} else {
-			orderBy = key;
-			direction = key === 'name' ? 'asc' : 'desc';
-		}
-	};
-
-	const loadAnalytics = async () => {
-		loading = true;
-		try {
-			const result = await getModelAnalytics(localStorage.token);
-			const modelsMap = new Map($models.map((m) => [m.id, m.name || m.id]));
-
-			modelStats = (result?.models ?? []).map((entry) => ({
-				...entry,
-				name: modelsMap.get(entry.model_id) || entry.model_id
-			}));
-		} catch (err) {
-			console.error('Analytics load failed:', err);
-		}
-		loading = false;
-	};
-
-	$: sortedModels = [...modelStats].sort((a, b) => {
-		if (orderBy === 'name') {
-			return direction === 'asc' ? a.name.localeCompare(b.name) : b.name.localeCompare(a.name);
-		}
-		return direction === 'asc' ? a.count - b.count : b.count - a.count;
-	});
-
-	$: totalMessages = modelStats.reduce((sum, m) => sum + m.count, 0);
-
-	onMount(loadAnalytics);
-</script>
-
-<div
-	class="pt-0.5 pb-1 gap-1 flex flex-col md:flex-row justify-between sticky top-0 z-10 bg-white dark:bg-gray-900"
->
-	<div class="flex items-center text-xl font-normal px-0.5 gap-2 shrink-0">
-		{$i18n.t('Model Usage')}
-		<span class="text-lg text-gray-500">{totalMessages} {$i18n.t('messages')}</span>
-	</div>
-</div>
-
-<div
-	class="scrollbar-hidden relative whitespace-nowrap overflow-x-auto max-w-full rounded-sm min-h-[100px]"
->
-	{#if loading}
-		<div
-			class="absolute inset-0 flex items-center justify-center z-10 bg-white/50 dark:bg-gray-900/50"
-		>
-			<Spinner className="size-5" />
-		</div>
-	{/if}
-
-	{#if !modelStats.length && !loading}
-		<div class="text-center text-xs text-gray-500 py-1">{$i18n.t('No data found')}</div>
-	{:else if modelStats.length}
-		<table
-			class="w-full text-sm text-left text-gray-500 dark:text-gray-400 {loading
-				? 'opacity-20'
-				: ''}"
-		>
-			<thead class="text-xs text-gray-800 uppercase bg-transparent dark:text-gray-200">
-				<tr class="border-b-[1.5px] border-gray-50 dark:border-gray-850/30">
-					<th scope="col" class="px-2.5 py-2 w-8">#</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none"
-						on:click={() => toggleSort('name')}
-					>
-						<div class="flex gap-1.5 items-center">
-							{$i18n.t('Model')}
-							{#if orderBy === 'name'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none text-right"
-						on:click={() => toggleSort('count')}
-					>
-						<div class="flex gap-1.5 items-center justify-end">
-							{$i18n.t('Messages')}
-							{#if orderBy === 'count'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none text-right w-24"
-						on:click={() => toggleSort('percentage')}
-					>
-						<div class="flex gap-1.5 items-center justify-end">
-							{$i18n.t('Share')}
-							{#if orderBy === 'percentage'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-				</tr>
-			</thead>
-			<tbody>
-				{#each sortedModels as model, idx (model.model_id)}
-					<tr
-						class="bg-white dark:bg-gray-900 text-xs hover:bg-gray-50 dark:hover:bg-gray-850/50 transition"
-					>
-						<td class="px-3 py-1.5 font-normal text-gray-900 dark:text-white">
-							{idx + 1}
-						</td>
-						<td class="px-3 py-1.5">
-							<div class="flex items-center gap-2">
-								<img
-									src="{WEBUI_API_BASE_URL}/models/model/profile/image?id={model.model_id}"
-									alt={model.name}
-									class="size-5 rounded-full object-cover shrink-0"
-									on:error={(e) => {
-										e.target.src = '/favicon.png';
-									}}
-								/>
-								<span class="font-normal text-gray-800 dark:text-gray-200">{model.name}</span>
-							</div>
-						</td>
-						<td class="px-3 py-1.5 text-right font-normal text-gray-900 dark:text-white">
-							{model.count.toLocaleString()}
-						</td>
-						<td class="px-3 py-1.5 text-right font-normal text-blue-500">
-							{((model.count / totalMessages) * 100).toFixed(1)}%
-						</td>
-					</tr>
-				{/each}
-			</tbody>
-		</table>
-	{/if}
-</div>
-
-<div class="text-gray-500 text-xs mt-1.5 w-full flex justify-end">
-	<div class="text-right">
-		ⓘ {$i18n.t('Message counts are based on assistant responses.')}
-	</div>
-</div>
diff --git a/src/lib/components/admin/Analytics/UserUsage.svelte b/src/lib/components/admin/Analytics/UserUsage.svelte
deleted file mode 100644
index 6dee58844f..0000000000
--- a/src/lib/components/admin/Analytics/UserUsage.svelte
+++ /dev/null
@@ -1,160 +0,0 @@
-<script lang="ts">
-	import { onMount, getContext } from 'svelte';
-	import { getUserAnalytics } from '$lib/apis/analytics';
-	import Spinner from '$lib/components/common/Spinner.svelte';
-	import ChevronUp from '$lib/components/icons/ChevronUp.svelte';
-	import ChevronDown from '$lib/components/icons/ChevronDown.svelte';
-
-	const i18n = getContext('i18n');
-
-	let userStats: Array<{ user_id: string; count: number }> = [];
-	let loading = true;
-	let orderBy = 'count';
-	let direction: 'asc' | 'desc' = 'desc';
-
-	const toggleSort = (key: string) => {
-		if (orderBy === key) {
-			direction = direction === 'asc' ? 'desc' : 'asc';
-		} else {
-			orderBy = key;
-			direction = key === 'user_id' ? 'asc' : 'desc';
-		}
-	};
-
-	const loadAnalytics = async () => {
-		loading = true;
-		try {
-			const result = await getUserAnalytics(localStorage.token, null, null, 100);
-			userStats = result?.users ?? [];
-		} catch (err) {
-			console.error('User analytics load failed:', err);
-		}
-		loading = false;
-	};
-
-	$: sortedUsers = [...userStats].sort((a, b) => {
-		if (orderBy === 'user_id') {
-			return direction === 'asc'
-				? a.user_id.localeCompare(b.user_id)
-				: b.user_id.localeCompare(a.user_id);
-		}
-		return direction === 'asc' ? a.count - b.count : b.count - a.count;
-	});
-
-	$: totalMessages = userStats.reduce((sum, u) => sum + u.count, 0);
-
-	onMount(loadAnalytics);
-</script>
-
-<div
-	class="pt-0.5 pb-1 gap-1 flex flex-col md:flex-row justify-between sticky top-0 z-10 bg-white dark:bg-gray-900"
->
-	<div class="flex items-center text-xl font-normal px-0.5 gap-2 shrink-0">
-		{$i18n.t('User Activity')}
-		<span class="text-lg text-gray-500">{userStats.length} {$i18n.t('users')}</span>
-	</div>
-</div>
-
-<div
-	class="scrollbar-hidden relative whitespace-nowrap overflow-x-auto max-w-full rounded-sm min-h-[100px]"
->
-	{#if loading}
-		<div
-			class="absolute inset-0 flex items-center justify-center z-10 bg-white/50 dark:bg-gray-900/50"
-		>
-			<Spinner className="size-5" />
-		</div>
-	{/if}
-
-	{#if !userStats.length && !loading}
-		<div class="text-center text-xs text-gray-500 py-1">{$i18n.t('No data found')}</div>
-	{:else if userStats.length}
-		<table
-			class="w-full text-sm text-left text-gray-500 dark:text-gray-400 {loading
-				? 'opacity-20'
-				: ''}"
-		>
-			<thead class="text-xs text-gray-800 uppercase bg-transparent dark:text-gray-200">
-				<tr class="border-b-[1.5px] border-gray-50 dark:border-gray-850/30">
-					<th scope="col" class="px-2.5 py-2 w-8">#</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none"
-						on:click={() => toggleSort('user_id')}
-					>
-						<div class="flex gap-1.5 items-center">
-							{$i18n.t('User')}
-							{#if orderBy === 'user_id'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none text-right"
-						on:click={() => toggleSort('count')}
-					>
-						<div class="flex gap-1.5 items-center justify-end">
-							{$i18n.t('Messages')}
-							{#if orderBy === 'count'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-					<th
-						scope="col"
-						class="px-2.5 py-2 cursor-pointer select-none text-right w-24"
-						on:click={() => toggleSort('percentage')}
-					>
-						<div class="flex gap-1.5 items-center justify-end">
-							{$i18n.t('Share')}
-							{#if orderBy === 'percentage'}
-								{#if direction === 'asc'}<ChevronUp className="size-2" />{:else}<ChevronDown
-										className="size-2"
-									/>{/if}
-							{:else}
-								<span class="invisible"><ChevronUp className="size-2" /></span>
-							{/if}
-						</div>
-					</th>
-				</tr>
-			</thead>
-			<tbody>
-				{#each sortedUsers as user, idx (user.user_id)}
-					<tr
-						class="bg-white dark:bg-gray-900 text-xs hover:bg-gray-50 dark:hover:bg-gray-850/50 transition"
-					>
-						<td class="px-3 py-1.5 font-normal text-gray-900 dark:text-white">
-							{idx + 1}
-						</td>
-						<td class="px-3 py-1.5">
-							<span class="font-normal text-gray-800 dark:text-gray-200 font-mono text-xs">
-								{user.user_id.substring(0, 8)}...
-							</span>
-						</td>
-						<td class="px-3 py-1.5 text-right font-normal text-gray-900 dark:text-white">
-							{user.count.toLocaleString()}
-						</td>
-						<td class="px-3 py-1.5 text-right font-normal text-blue-500">
-							{((user.count / totalMessages) * 100).toFixed(1)}%
-						</td>
-					</tr>
-				{/each}
-			</tbody>
-		</table>
-	{/if}
-</div>
-
-<div class="text-gray-500 text-xs mt-1.5 w-full flex justify-end">
-	<div class="text-right">
-		ⓘ {$i18n.t('Showing all messages (user + assistant) per user.')}
-	</div>
-</div>