diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5607dbf23..8ccb2cd94 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -62,6 +62,7 @@ You should also include the user name that made the change.
 - Server: improve syslog performance @syuilo
 - Server: improve note scoring for featured notes @CyberRex0
 - Server: アンケート選択肢の文字数制限を緩和 @syuilo
+- Server: improve stats api performance @syuilo
 - Server: delete outdated notifications regularly to improve db performance @syuilo
 - Server: delete outdated hard-mutes regularly to improve db performance @syuilo
 - Server: delete outdated notes of antenna regularly to improve db performance @syuilo
diff --git a/packages/backend/src/server/api/endpoints/stats.ts b/packages/backend/src/server/api/endpoints/stats.ts
index 96b22b026..8bd0311dc 100644
--- a/packages/backend/src/server/api/endpoints/stats.ts
+++ b/packages/backend/src/server/api/endpoints/stats.ts
@@ -3,6 +3,8 @@ import { IsNull } from 'typeorm';
 import type { InstancesRepository, NoteReactionsRepository, NotesRepository, UsersRepository } from '@/models/index.js';
 import { Endpoint } from '@/server/api/endpoint-base.js';
 import { DI } from '@/di-symbols.js';
+import NotesChart from '@/core/chart/charts/notes.js';
+import UsersChart from '@/core/chart/charts/users.js';
 
 export const meta = {
 	requireCredential: false,
@@ -66,21 +68,24 @@ export default class extends Endpoint<typeof meta, typeof paramDef> {
 
 		@Inject(DI.noteReactionsRepository)
 		private noteReactionsRepository: NoteReactionsRepository,
+
+		private notesChart: NotesChart,
+		private usersChart: UsersChart,
 	) {
 		super(meta, paramDef, async () => {
+			const notesChart = await this.notesChart.getChart('hour', 1, null);
+			const notesCount = notesChart.local.total[0] + notesChart.remote.total[0];
+			const originalNotesCount = notesChart.local.total[0];
+
+			const usersChart = await this.usersChart.getChart('hour', 1, null);
+			const usersCount = usersChart.local.total[0] + usersChart.remote.total[0];
+			const originalUsersCount = usersChart.local.total[0];
+
 			const [
-				notesCount,
-				originalNotesCount,
-				usersCount,
-				originalUsersCount,
 				reactionsCount,
 				//originalReactionsCount,
 				instances,
 			] = await Promise.all([
-				this.notesRepository.count({ cache: 3600000 }), // 1 hour
-				this.notesRepository.count({ where: { userHost: IsNull() }, cache: 3600000 }),
-				this.usersRepository.count({ cache: 3600000 }),
-				this.usersRepository.count({ where: { host: IsNull() }, cache: 3600000 }),
 				this.noteReactionsRepository.count({ cache: 3600000 }), // 1 hour
 				//this.noteReactionsRepository.count({ where: { userHost: IsNull() }, cache: 3600000 }),
 				this.instancesRepository.count({ cache: 3600000 }),