RK3588 by Rockchip: Ultimate Guide to the Powerful SoC Powering Kiwi Pi SBCs

Jul 03,2025123 Read

The Rockchip RK3588 represents a significant leap forward in system-on-chip (SoC) technology, offering exceptional performance for AI-powered applications, edge computing, and multimedia processing. As one of Rockchip's flagship processors, the RK3588 delivers desktop-class performance in an energy-efficient package. At Kiwi Pi, we've harnessed the power of the RK3588S variant in our premium single board computers including the Kiwi Pi 5, Kiwi Pi CM5, and Kiwi Pi 5 Ultra series, bringing professional-grade computing to developers and enthusiasts alike.

RK3588

RK3588 Technical Specifications and Architecture

The Rockchip RK3588 is built on an advanced 8nm process technology, balancing power efficiency with high performance. Let's examine its impressive technical specifications:

CPU Configuration

The RK3588 features a big.LITTLE octa-core CPU configuration:

  • 4x ARM Cortex-A76 cores @ up to 2.4GHz (performance cluster)

  • 4x ARM Cortex-A55 cores @ up to 1.8GHz (efficiency cluster)

  • 8MB L3 cache for improved multi-core performance

  • Support for ARM DynamIQ shared unit technology

GPU and Multimedia Capabilities

The integrated ARM Mali-G610 MP4 GPU delivers exceptional graphics performance:

  • OpenGL ES 3.2, OpenCL 2.2, and Vulkan 1.2 support

  • 4K@60fps video decoding for H.264, H.265, VP9, and AV1 formats

  • 8K@30fps video decoding capability

  • Dual-channel 4K@60fps video output

Memory and Storage

The RK3588 supports cutting-edge memory and storage options:

  • LPDDR4/LPDDR4X/LPDDR5 support up to 32GB

  • eMMC 5.1, SPI Flash, NAND Flash interfaces

  • PCIe 3.0 interface for high-speed NVMe SSDs

  • Multiple USB 3.1/2.0 ports for expandable storage

RK3588 vs Competing SoCs: Performance Comparison

How does the Rockchip RK3588 stack up against other popular processors in its class? Let's examine the key differences:

FeatureRK3588RK3399Raspberry Pi 4 (BCM2711)NVIDIA Jetson Xavier NX
Process Node8nm28nm28nm12nm
CPU Cores8 (4xA76 + 4xA55)6 (2xA72 + 4xA53)4xCortex-A726-core Carmel ARMv8.2
GPUMali-G610 MP4Mali-T860 MP4VideoCore VI384-core Volta
Max Memory32GB LPDDR54GB LPDDR48GB LPDDR48GB LPDDR4x
AI Acceleration6 TOPS NPUNoneNone21 TOPS
Video Decode8K@30fps4K@60fps4K@60fps2x 4K@60fps

The RK3588 clearly stands out with its advanced 8nm process, superior CPU configuration, and impressive multimedia capabilities. While the NVIDIA Jetson Xavier NX offers more AI performance, the RK3588 provides better general-purpose computing at a more accessible price point.

Applications and Use Cases for RK3588-Powered Devices

The Rockchip RK3588's versatile architecture makes it suitable for a wide range of applications:

AI and Edge Computing

With its 6 TOPS NPU and powerful CPU/GPU combination, the RK3588 excels at:

  • Real-time object detection and recognition

  • Natural language processing applications

  • Industrial automation and quality control

  • Smart city infrastructure

Multimedia and Digital Signage

The RK3588's advanced video processing capabilities enable:

  • 8K video playback and processing

  • Multi-screen digital signage solutions

  • Professional video conferencing systems

  • High-end media centers

Embedded Systems and IoT

RK3588's rich I/O and processing power make it ideal for:

  • Industrial control systems

  • Network appliances and firewalls

  • Medical imaging devices

  • Robotics and automation

Kiwi Pi's RK3588S-Powered Single Board Computers

RK3588S

At Kiwi Pi, we've developed a series of high-performance single board computers based on the RK3588S variant of this powerful SoC. Our products bring professional-grade computing to makers, developers, and businesses:

Kiwi Pi 5 Series

The flagship Kiwi Pi 5 combines the RK3588S with premium features:

  • Up to 16GB LPDDR4X RAM

  • Dual 4K HDMI output @60Hz

  • Gigabit Ethernet + optional WiFi 6

  • Multiple USB 3.0 and USB 2.0 ports

  • PCIe expansion for NVMe storage

Kiwi Pi CM5 (Compute Module)

Our compact compute module solution offers:

  • RK3588S in SODIMM form factor

  • Up to 32GB LPDDR4X memory

  • Support for eMMC up to 128GB

  • Ideal for custom carrier board designs

Kiwi Pi 5 Ultra

The ultimate RK3588S development platform features:

  • Enhanced power delivery for sustained performance

  • Advanced cooling solutions

  • M.2 slots for NVMe and AI accelerators

  • Industrial temperature range support

According to our datasheet, all Kiwi Pi RK3588S-based boards support mainline Linux distributions including Debian, Ubuntu, and Android 12, providing developers with a flexible software ecosystem.

Conclusion: Why RK3588 is a Game-Changer

The Rockchip RK3588 represents a significant advancement in SoC technology, offering desktop-class performance in an energy-efficient package. With its octa-core CPU, powerful Mali-G610 GPU, 6 TOPS NPU, and advanced multimedia capabilities, the RK3588 is well-suited for demanding applications ranging from AI processing to 8K multimedia. The RK3588S variant used in Kiwi Pi's single board computers brings these capabilities to developers and businesses in accessible form factors.

Key advantages of the RK3588 include:

  • Superior performance per watt compared to previous generations

  • Comprehensive multimedia support including 8K video

  • Built-in AI acceleration for machine learning applications

  • Extensive connectivity options for versatile deployment

  • Robust software ecosystem with mainline Linux support

Whether you're developing advanced AI applications, building multimedia systems, or creating industrial automation solutions, the RK3588 and its implementation in Kiwi Pi's single board computers provide the performance and flexibility needed for next-generation embedded computing.