The trade-off between performance and footprint has never been more pronounced than in edge AI systems, where space constraints often force tough choices about computational power. AAEON’s latest additions to its BOXER-865xAI-PLUS series aim to bridge that gap, offering up to 157 TOPS of AI performance in compact form factors tailored for industrial deployments.
The two new systems, the BOXER-8651AI-PLUS and BOXER-8652AI-PLUS, are built around NVIDIA’s Jetson Orin NX module with Super Mode support, which brings enhanced software stacks, power efficiency, and performance optimization via JetPack 6.2 SDK. They complete the series, which already includes the larger BOXER-8653AI-PLUS introduced earlier this year.
Performance in Tight Spaces
The BOXER-8651AI-PLUS is the smallest of the trio, measuring just 125 mm x 90 mm x 56 mm. Its compact size makes it ideal for AIoT nodes in smart buildings or retail environments where space is at a premium. Despite its diminutive footprint, it supports an operating temperature range of -25°C to 55°C and accepts power input from 12V to 24V, ensuring flexibility in deployment scenarios.
For industrial applications like autonomous mobile robots (AMRs), the BOXER-8652AI-PLUS offers a balance between size (190 mm x 136 mm x 75 mm) and functionality. It includes dual RJ-45 LAN ports, four USB 3.2 Gen 2 ports, and two DB-9 connectors for CANBus or RS-232/422/485, catering to the needs of sensors and cameras in factory environments. An out-of-band management header further enhances its suitability for scaling AMR fleets.
Key Specs
- AI Performance: Up to 157 TOPS (with Super Mode)
- Chipset: NVIDIA Jetson Orin NX (Super Mode supported)
- Memory: Not specified in the announcement
- Storage: Not specified in the announcement
- Display: No integrated display support mentioned
- Cameras: Not applicable (external camera inputs via headers)
- Connectivity: USB 3.2 Gen 2, Gigabit Ethernet, CANBus/RS-232, dual RJ-45 LAN (on BOXER-8652AI-PLUS), PoE LAN (on BOXER-8653AI-PLUS)
- Ports: DB-9 for serial communication, 10-pin physical DIO header (on BOXER-8651AI-PLUS), out-of-band management header (on BOXER-8652AI-PLUS and BOXER-8653AI-PLUS)
- Power: 12V to 24V input tolerance, -25°C to 55°C operating range
The BOXER-8653AI-PLUS, the largest in the series, stands out with four independent PoE LAN ports, positioning it for smart city applications like roadside units or public safety systems. It also includes TPM 2.0 support and out-of-band management, enabling secure remote diagnostics—a critical feature for large-scale deployments.
While the three systems share the same core AI performance, their differences lie in form factor and I/O options. The BOXER-8651AI-PLUS prioritizes space efficiency, while the BOXER-8652AI-PLUS balances size with industrial connectivity needs. The BOXER-8653AI-PLUS, meanwhile, is designed for PoE-powered smart infrastructure.
Availability remains a key question, as the series is now in mass production but specific pricing or release timelines have not been confirmed. For small businesses eyeing edge AI integration, these systems could offer a compelling blend of performance and adaptability—if supply can keep up with demand.
