diff --git a/installation/system_requirements.mdx b/installation/system_requirements.mdx
index 992cdc998..21b6cb4f7 100644
--- a/installation/system_requirements.mdx
+++ b/installation/system_requirements.mdx
@@ -66,4 +66,15 @@ Please refer to the manual installation section for detailed installation steps.
## FAQ
+
+ComfyUI does not use MLX directly. On Apple Silicon (M1/M2/M3/M4) Macs, ComfyUI uses PyTorch with the **MPS (Metal Performance Shaders)** backend, which leverages Apple's Metal graphics framework for GPU acceleration.
+
+MLX is a separate machine-learning array framework designed for Apple Silicon. ComfyUI's PyTorch-based architecture uses MPS instead.
+
+To verify MPS is working on your Mac:
+```bash
+python -c "import torch; print(torch.backends.mps.is_available())"
+```
+
+
diff --git a/ja/installation/system_requirements.mdx b/ja/installation/system_requirements.mdx
index 576c1f0c9..22be29b62 100644
--- a/ja/installation/system_requirements.mdx
+++ b/ja/installation/system_requirements.mdx
@@ -3,7 +3,7 @@ title: "システム要件"
description: "ComfyUIをインストールして実行するためのハードウェアとソフトウェアの要件"
sidebarTitle: "システム要件"
icon: "computer"
-translationSourceHash: db65e98b
+translationSourceHash: 9a71d8f9
translationFrom: installation/system_requirements.mdx
---
@@ -68,4 +68,15 @@ Windows ポータブル版には現在、Python 3.13 と PyTorch CUDA 13.0 が
## よくある質問
+
+ComfyUIはMLXを直接使用しません。Apple Silicon（M1/M2/M3/M4）Macでは、PyTorchの **MPS（Metal Performance Shaders）** バックエンドを使用して、AppleのMetalグラフィックスフレームワークによるGPUアクセラレーションを活用します。
+
+MLXはApple Silicon向けに設計された独立した機械学習配列フレームワークです。ComfyUIのPyTorchベースのアーキテクチャでは、代わりにMPSを使用しています。
+
+お使いのMacでMPSが動作していることを確認するには：
+```bash
+python -c "import torch; print(torch.backends.mps.is_available())"
+```
+
+
diff --git a/ja/tutorials/partner-nodes/pricing.mdx b/ja/tutorials/partner-nodes/pricing.mdx
index 7e0cc2f50..7812bf4e0 100644
--- a/ja/tutorials/partner-nodes/pricing.mdx
+++ b/ja/tutorials/partner-nodes/pricing.mdx
@@ -435,19 +435,19 @@ Seedream 5.0 Proは解像度に基づく課金を使用します: **1K** (≤2.3
| 12–24MP | 16.88 |
| 24–34MP | 31.65 |
|
-|## Ideogram
-|
-|| ノード | ターボ | キャラクター参照 | レンダリング速度 | クレジット / 画像 |
-|| :----------- | :----- | :--------------- | :--------------- | :---------------- |
-|| Ideogram V1 | なし | — | — | 18.1 |
-|| Ideogram V1 | あり | — | — | 6.03 |
-|| Ideogram V2 | なし | — | — | 24.14 |
-|| Ideogram V2 | あり | — | — | 15.09 |
-|| Ideogram V4 | — | — | TURBO | 9.05 |
-|| Ideogram V4 | — | — | DEFAULT | 18.1 |
-|| Ideogram V4 | — | — | QUALITY | 30.17 |
-|
-|## Krea
+## Ideogram
+
+| ノード | ターボ | キャラクター参照 | レンダリング速度 | クレジット / 画像 |
+| :----------- | :----- | :--------------- | :--------------- | :---------------- |
+| Ideogram V1 | なし | — | — | 18.1 |
+| Ideogram V1 | あり | — | — | 6.03 |
+| Ideogram V2 | なし | — | — | 24.14 |
+| Ideogram V2 | あり | — | — | 15.09 |
+| Ideogram V4 | — | — | TURBO | 9.05 |
+| Ideogram V4 | — | — | DEFAULT | 18.1 |
+| Ideogram V4 | — | — | QUALITY | 30.17 |
+
+## Krea
| モデル | スタイル参照 | ムードボード | クレジット/実行 |
| :----- | :---------- | :----------- | :------------- |
diff --git a/ko/installation/system_requirements.mdx b/ko/installation/system_requirements.mdx
index 042265b18..f6ed2ac6c 100644
--- a/ko/installation/system_requirements.mdx
+++ b/ko/installation/system_requirements.mdx
@@ -3,7 +3,7 @@ title: "시스템 요구사항"
description: "ComfyUI 설치 및 실행을 위한 하드웨어 및 소프트웨어 요구 사항."
sidebarTitle: "시스템 요구사항"
icon: "computer"
-translationSourceHash: db65e98b
+translationSourceHash: 9a71d8f9
translationFrom: installation/system_requirements.mdx
---
@@ -68,4 +68,15 @@ PyTorch 2.4 이상도 지원되지만, 일부 기능과 최적화는 최신 버
## 자주 묻는 질문
+
+ComfyUI는 MLX를 직접 사용하지 않습니다. Apple Silicon(M1/M2/M3/M4) Mac에서 ComfyUI는 PyTorch의 **MPS(Metal Performance Shaders)** 백엔드를 사용하여 Apple의 Metal 그래픽스 프레임워크로 GPU 가속을 활용합니다.
+
+MLX는 Apple Silicon을 위해 설계된 별도의 머신러닝 배열 프레임워크입니다. ComfyUI의 PyTorch 기반 아키텍처는 MPS를 대신 사용합니다.
+
+Mac에서 MPS가 정상 작동하는지 확인하려면:
+```bash
+python -c "import torch; print(torch.backends.mps.is_available())"
+```
+
+
diff --git a/ko/tutorials/partner-nodes/pricing.mdx b/ko/tutorials/partner-nodes/pricing.mdx
index 13fe519f7..b02c9db5b 100644
--- a/ko/tutorials/partner-nodes/pricing.mdx
+++ b/ko/tutorials/partner-nodes/pricing.mdx
@@ -435,19 +435,19 @@ Seedream 5.0 Pro는 해상도 기반 요금제를 사용합니다: **1K** (≤2.
| 12–24MP | 16.88 |
| 24–34MP | 31.65 |
|
-|## Ideogram
-|
-|| 노드 | 터보 | 캐릭터 참조 | 렌더링 속도 | 이미지당 크레딧 |
-|| :--- | :--- | :---------- | :---------- | :-------------- |
-|| Ideogram V1 | 거짓 | — | — | 18.1 |
-|| Ideogram V1 | 참 | — | — | 6.03 |
-|| Ideogram V2 | 거짓 | — | — | 24.14 |
-|| Ideogram V2 | 참 | — | — | 15.09 |
-|| Ideogram V4 | — | — | TURBO | 9.05 |
-|| Ideogram V4 | — | — | DEFAULT | 18.1 |
-|| Ideogram V4 | — | — | QUALITY | 30.17 |
-|
-|## Krea
+## Ideogram
+
+| 노드 | 터보 | 캐릭터 참조 | 렌더링 속도 | 이미지당 크레딧 |
+| :--- | :--- | :---------- | :---------- | :-------------- |
+| Ideogram V1 | 거짓 | — | — | 18.1 |
+| Ideogram V1 | 참 | — | — | 6.03 |
+| Ideogram V2 | 거짓 | — | — | 24.14 |
+| Ideogram V2 | 참 | — | — | 15.09 |
+| Ideogram V4 | — | — | TURBO | 9.05 |
+| Ideogram V4 | — | — | DEFAULT | 18.1 |
+| Ideogram V4 | — | — | QUALITY | 30.17 |
+
+## Krea
| 모델 | 스타일 참조 | 무드보드 | 크레딧/회 |
| :----------------- | :----------- | :------- | :-------- |
diff --git a/tutorials/partner-nodes/pricing.mdx b/tutorials/partner-nodes/pricing.mdx
index 34c360471..0e9dc6878 100644
--- a/tutorials/partner-nodes/pricing.mdx
+++ b/tutorials/partner-nodes/pricing.mdx
@@ -388,19 +388,19 @@ Total credits = **(credits / sec) × video duration**. Rates depend on input FPS
| 12–24MP | 16.88 |
| 24–34MP | 31.65 |
|
-|## Ideogram
-|
-|| Node | turbo | Character reference | rendering_speed | Credits / image |
-|| :---------- | :---- | :------------------ | :-------------- | :-------------- |
-|| Ideogram V1 | false | — | — | 18.1 |
-|| Ideogram V1 | true | — | — | 6.03 |
-|| Ideogram V2 | false | — | — | 24.14 |
-|| Ideogram V2 | true | — | — | 15.09 |
-|| Ideogram V4 | — | — | TURBO | 9.05 |
-|| Ideogram V4 | — | — | DEFAULT | 18.1 |
-|| Ideogram V4 | — | — | QUALITY | 30.17 |
-|
-|## Krea
+## Ideogram
+
+| Node | turbo | Character reference | rendering_speed | Credits / image |
+| :---------- | :---- | :------------------ | :-------------- | :-------------- |
+| Ideogram V1 | false | — | — | 18.1 |
+| Ideogram V1 | true | — | — | 6.03 |
+| Ideogram V2 | false | — | — | 24.14 |
+| Ideogram V2 | true | — | — | 15.09 |
+| Ideogram V4 | — | — | TURBO | 9.05 |
+| Ideogram V4 | — | — | DEFAULT | 18.1 |
+| Ideogram V4 | — | — | QUALITY | 30.17 |
+
+## Krea
| Model | Style reference | Moodboard | Credits / run |
| :------------------ | :-------------- | :-------- | :------------ |
diff --git a/zh/installation/system_requirements.mdx b/zh/installation/system_requirements.mdx
index 06c293b39..334d1b632 100644
--- a/zh/installation/system_requirements.mdx
+++ b/zh/installation/system_requirements.mdx
@@ -3,7 +3,7 @@ title: "系统要求"
description: "安装和运行 ComfyUI 的硬件和软件要求"
sidebarTitle: "系统要求"
icon: "computer"
-translationSourceHash: db65e98b
+translationSourceHash: 9a71d8f9
translationFrom: installation/system_requirements.mdx
---
@@ -68,4 +68,15 @@ Windows 便携版目前附带 Python 3.13 和 PyTorch CUDA 13.0。如果无法
## 常见问题
+
+ComfyUI 不直接使用 MLX。在 Apple Silicon（M1/M2/M3/M4）Mac 上，ComfyUI 使用 PyTorch 的 **MPS（Metal Performance Shaders）** 后端，利用 Apple 的 Metal 图形框架进行 GPU 加速。
+
+MLX 是 Apple 为 Apple Silicon 设计的一个独立的机器学习数组框架。ComfyUI 基于 PyTorch 架构，所以使用 MPS 而非 MLX。
+
+要验证 MPS 是否在你的 Mac 上正常工作：
+```bash
+python -c "import torch; print(torch.backends.mps.is_available())"
+```
+
+
diff --git a/zh/tutorials/partner-nodes/pricing.mdx b/zh/tutorials/partner-nodes/pricing.mdx
index e7817f3bf..0fb263d53 100644
--- a/zh/tutorials/partner-nodes/pricing.mdx
+++ b/zh/tutorials/partner-nodes/pricing.mdx
@@ -435,19 +435,19 @@ Seedream 5.0 Pro 使用基于分辨率的计费方式：**1K**（≤2.36 MP，
| 12–24MP | 16.88 |
| 24–34MP | 31.65 |
|
-|## Ideogram
-|
-|| 节点 | turbo | 角色参考 | 渲染速度 | 积分/图像 |
-|| :------------- | :---- | :------- | :------- | :-------- |
-|| Ideogram V1 | 否 | — | — | 18.1 |
-|| Ideogram V1 | 是 | — | — | 6.03 |
-|| Ideogram V2 | 否 | — | — | 24.14 |
-|| Ideogram V2 | 是 | — | — | 15.09 |
-|| Ideogram V4 | — | — | TURBO | 9.05 |
-|| Ideogram V4 | — | — | DEFAULT | 18.1 |
-|| Ideogram V4 | — | — | QUALITY | 30.17 |
-|
-|## Krea
+## Ideogram
+
+| 节点 | turbo | 角色参考 | 渲染速度 | 积分/图像 |
+| :------------- | :---- | :------- | :------- | :-------- |
+| Ideogram V1 | 否 | — | — | 18.1 |
+| Ideogram V1 | 是 | — | — | 6.03 |
+| Ideogram V2 | 否 | — | — | 24.14 |
+| Ideogram V2 | 是 | — | — | 15.09 |
+| Ideogram V4 | — | — | TURBO | 9.05 |
+| Ideogram V4 | — | — | DEFAULT | 18.1 |
+| Ideogram V4 | — | — | QUALITY | 30.17 |
+
+## Krea
| 模型 | 风格参考 | 灵感板 | 积分/次 |
| :--- | :--- | :--- | :--- |