The M5Stack AI Pyramid 4GB runs neural networks locally without cloud connectivity, handling video streams and complex AI tasks at the edge. The M5Stack AI Pyramid is a pyramid-shaped high-performance AI PC purpose-built for local AI inference and edge intelligence deployments. Powered by the Axera AX8850 SoC, it integrates an octa-core Cortex-A55 processor and a 24 TOPS @ INT8 NPU to effortlessly handle complex workloads including visual recognition, multimodal interaction, and on-device large model inference. The AI Pyramid comes with 4GB LPDDR4x high-bandwidth memory paired with a dedicated hardware video processing engine, supporting 8K H.264/H.265 encode/decode and 16-channel 1080p parallel decoding to meet demands for AI vision analytics, video processing, and multi-stream media applications. Equipped with dual HDMI 2.0 digital multimedia output ports, dual Gigabit Ethernet, USB 3.0, and USB Type-C interfaces, it delivers exceptional flexibility for display output, networking, and peripheral expansion. It serves as a desktop-grade AI computing platform and is ideal for field deployment in edge computing scenarios. Designed for AI PCs, edge intelligent terminals, and smart interactive devices, AI Pyramid provides reliable AI inference performance for localized AI systems such as AI vision gateways, intelligent security, and local smart photo albums (Immich). We also stock the 8GB pro version. Important Notes * Power Requirement - This device requires a PD adapter with a minimum output of DC 9V@3A (27W). The unit will not power on with a DC 5V supply. * Memory Allocation - Memory partitioning between the AI Pyramid system and hardware acceleration resources is defined below: * 4GB variant (2GB + 2GB): 2GB allocated to system memory; 2GB reserved for hardware acceleration tasks including NPU compute and video encode/decode. * This partitioning scheme ensures stable system operation while reserving dedicated memory for AI inference and multimedia processing. * I2C Bus Notice - Avoid accessing the RTC chip during microphone recording, as this may cause unstable behavior on the SYSI2C bus. * RTC Clock Notice - After external power loss, the onboard RTC clock module retains timekeeping for up to approximately 20 hours. Features * High Performance * Axera AX8850 SoC * CPU: Octa-core Cortex-A55 @ 1.7 GHz * NPU: 24 TOPS @ INT8 * 4GB (2+2) High-Bandwidth Memory: 64-bit LPDDR4x, 4266 Mbps * Rich I/O Interface Suite * 2× HDMI 2.0 digital audio/video output ports, 4K@60fps supported * 4× USB-A 3.0 ports (1 internal onboard port) * 2× USB Type-C (USB Host + USB PD 3.0 100W power delivery) * 2× Gigabit Ethernet ports * 1× microSD card slot * 2× HY2.0-4P expansion interfaces * Audio Subsystem * ES8311 audio codec * ES7210 4-microphone array input * AW8317A speaker amplifier * Hardware Video Engine: 8K @ 30 fps H.264/H.265 encoding & decoding, 16-channel 1080p parallel decoding supported * Secure Boot & Encryption: AES/DES/3DES/SHA-256 hardware security module * Native AXCL Support: One-click deployment for CNN, Transformer, CLIP, Whisper, Llama 3.2, Qwen 3, InternVL3 and other models; H.264/H.265 simultaneous encode/decode/transcode enabled * Onboard STM32 Coprocessor for Extended Functions * Power monitoring * OLED status display * User control buttons * RGB LED lighting Specifications SoC Axera AX8850 CPU Octa-core Cortex-A55 @ 1.7 GHz NPU 24 TOPS @ INT8 Video Encoder 8K @ 30 fps H.264/H.265 encoding, scaling & cropping supported Video Decoder 8K @ 30 fps H.264/H.265 decoding, 16-channel 1080p parallel decoding, scaling & cropping supported Memory 4GB 64-bit LPDDR4x, 4266 Mbps (2+2) Storage 32GB eMMC 5.1 Ethernet 2× Gigabit Ethernet ports USB-A Ports 4× USB-A 3.0 (3× external + 1× internal onboard) USB Type-C Ports 2× USB Type-C (1× USB Host + 1× USB PD 3.0 100W, DC 9V/12V/20V compatible) Multimedia Interface 2× HDMI 2.0 digital audio/video output ports, 4K@60fps supported Cooling Turbo cooling fan with EC intelligent thermal control Audio Codec ES8311 Microphone ES7210 microphone array input Speaker AW8317A amplifier, 4Ω 2W 2040 enclosed speaker RGB LED 48× RGB LEDs SmartIO Status Display OLED SSD1306 (32×128); supports IP address, system resource, custom text/graphic display. Panel dimensions: 28.54 × 8.58 × 1.22mm User Buttons 2× user buttons (power on/off + OLED page navigation) Power Requirement PD input rated ≥ DC 9V@3A (27W) Product Weight 196.0g Resources * Product Documentation * AI Pyramid Quick Start * Home Assistant * Deployment of OpenClaw on AI Pyramid Package Contents * 1x AI Pyramid Computing Box 4GB (AX8850) Power supply not included.