TI AM6254 i.MX8M Mini RK3562J Classic Quad-Core Cortex-A53 Processors
Categories

TI AM6254 vs. i.MX8M Mini vs. RK3562J: Classic Quad-Core Cortex-A53 Processors

Explore TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J—three classic quad-core Cortex-A53 processors for industrial, multimedia, and AIoT applications.
Sep 1st,2025 614 Views

BLIIoT’s ARMxy series of industrial computers cover several mainstream Cortex-A53 processors. Among them:

  • BL350 adopts the TI AM6254,

  • BL360 series is built on the NXP i.MX8M Mini,

  • BL370 is powered by the Rockchip RK3562J.

Below is a detailed comparison of three classic quad-core Cortex-A53 processors—TI AM6254, NXP i.MX8M Mini, and Rockchip RK3562J—covering architecture, performance, interfaces, and application suitability.


1. Core Specifications (Revised)

Feature TI AM6254 NXP i.MX8M Mini Rockchip RK3562J
CPU 4x Cortex-A53 (1.4GHz) + Cortex-M4F (400MHz) 4x Cortex-A53 (1.8GHz) + Cortex-M4 (400MHz) 4x Cortex-A53 (1.8GHz) + Cortex-M0 (200MHz)
GPU GCN GPU (OpenGL ES 3.1) Vivante GC3200 (OpenGL ES 2.0) Mali-G52 MP2 (OpenGL ES 3.2)
NPU None None 1 TOPS (lightweight AI support)
Video Codec 1080p60 H.265/H.264 1080p60 H.265/H.264 4K30 H.265/H.264
Industrial I/F CAN-FD + PRU-ICSS CAN-FD CAN 2.0B + TSN Ethernet
Real-Time Core M4F (strong real-time) M4 (medium real-time) M0 (basic real-time)
Typical Power <3W 2–4W 2–4W

2. Key Differences & Notes

RK3562J Architecture:

  • No Floating Point Unit (FPU), real-time capability is lower than M4F.

  • Relies on software optimization for low-latency control.

  • 4x Cortex-A53 + Cortex-M0: the M0 core only provides basic real-time handling (weaker than M4/M4F), suitable for simple real-time tasks such as sensor polling.

Real-Time Performance Ranking:
TI AM6254 (M4F + PRU) > i.MX8M Mini (M4) > RK3562J (M0)

  • PRU-ICSS (TI proprietary) enables nanosecond-level response, ideal for demanding scenarios such as motor control.

  • RK3562J’s M0 core is only suitable for non-critical real-time tasks (e.g., data acquisition).


3. Application Scenarios & Recommendations

Scenario Recommended Processor Reason
High Real-Time Industrial Control TI AM6254 M4F + PRU-ICSS delivers microsecond-level response (PLC, servo drive).
Medium Real-Time HMI + Multimedia i.MX8M Mini M4 handles UI responsiveness while A53 runs Linux/Android.
Light Real-Time + Edge AI RK3562J M0 processes sensor data, 1 TOPS NPU runs AI inference such as face detection.
Ultra-Low Power Gateway TI AM6254 <3W power + hardware-level efficiency.

4. Summary

  • TI AM6254:
    Benchmark for industrial real-time performance but lacks AI and 4K video capability.

  • NXP i.MX8M Mini:
    Balanced between multimedia and real-time, well-suited for automotive and interactive terminals.

  • Rockchip RK3562J:
    Cost-effective + lightweight AI support; M0 core is limited to non-demanding real-time use (users should be aware of its performance boundaries).

Selection Guide:

  • For strict real-time control → TI AM6254

  • For multimedia + medium real-time → i.MX8M Mini

  • For low-cost AI edge devices → RK3562J (avoid complex real-time tasks)

Leave a message
FirstName*
LastName*
Email*
Message*
Code*
Verification Code
We use Cookie to improve your online experience. By continuing browsing this website, we assume you agree our use of Cookie.