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Advantech UNO-258: Key Facts About Its Industrial Edge AI Features

The Advantech UNO-258 is a configurable Core Ultra edge computer with vendor-stated AI capability. Here are its published specifications and key checks for automation deployments.

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The Advantech UNO-258 is a compact industrial edge computer built around Intel Core Ultra Series 3 processors. Its published features include integrated CPU, GPU and NPU AI capability, configurable industrial I/O, and support for Windows 11 LTSC and Ubuntu 24.04. Those specifications make it a candidate for automation systems that need local computing; they do not establish that it leads the market or prove performance on a particular workload.

What the Advantech UNO-258 is

Advantech describes the UNO-258 as an Edge AI Compact Box PC using Intel Core Ultra Series 3 (Panther Lake H) processors. The datasheet lists Core Ultra 7 358H and Core Ultra 5 325 configurations, with 25 W and 45 W TDP support. It also lists Intel Arc Graphics based on Xe3. The available material does not compare the two processors on specific automation tasks, so the appropriate choice depends on the required workload and the exact offered configuration.

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At 160 × 160 × 60 mm, the aluminum-housed unit is intended for compact installations. Advantech lists stand or wall mounting, with VESA and DIN-rail mounting as options. The datasheet’s stated dimensions and mechanical provisions should be checked against the mounting arrangement and enclosure planned for the installation.

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What its AI specification does—and does not—say

Advantech’s datasheet, dated 2026-04-02, states up to 180 TOPS of total integrated AI performance: 120 TOPS from the GPU, 50 TOPS from the NPU and 10 TOPS from the CPU. These are manufacturer-stated specifications, not an independently verified benchmark. The official product page and datasheet do not provide a task-specific result, test methodology, or customer deployment establishing how the computer performs in a particular vision, inspection, or automation application.

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For a real project, the headline figure alone is not enough to size a system. Determine which models or workloads will run locally, what latency and throughput they require, and whether the intended software uses the available compute resources. Validate those workloads on the exact configuration before treating the stated TOPS as a deployment result.

Core hardware and connectivity

Memory and storage

The UNO-258 has two DDR5-7200 SO-DIMM slots, with support up to 64 GB per slot and 128 GB total. The datasheet lists one M.2 M-key 2280 position for PCIe Gen 4 NVMe storage and a shared expansion position. It also lists M.2 B-key 3052 and E-key 2230 expansion positions and a nano SIM slot. A shared position can affect which expansion combinations are available, so confirm the intended storage and wireless configuration with Advantech for the selected SKU.

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Network and industrial I/O

The published connectivity includes HDMI 1.4, USB 2.0 and USB 3.2 Gen 2 ports, plus USB-C with DisplayPort 1.4a. Specified LAN positions use Intel i226-LM Ethernet ports capable of 2.5 GbE. The datasheet also lists RS-232/422/485, CAN 2.0 and GPIO, with alternate isolated I/O options. These are configuration-dependent choices: do not assume every port or isolated interface appears on every unit. Check the selected I/O board and regional SKU, including the number and speed of Ethernet ports and whether the required serial, CAN or digital I/O is standard or isolated.

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Advantech also lists TCC and TSN among the relevant timing and networking features. If deterministic communication or time-sensitive control matters, verify support across the complete system—including the selected hardware, operating system, network equipment and software—rather than relying on a feature name in isolation.

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Operating system, power and environment

The datasheet lists support for Windows 11 LTSC and Ubuntu 24.04. Confirm the specific image, drivers, licensing and peripheral support needed by the application before deployment; the operating-system listing alone does not establish compatibility with every automation package.

Power input is specified as 12–24 VDC. The listed operating temperature is -20 to 60°C with 0.7 m/s airflow, and the enclosure is rated IP20. That temperature range is conditional on the stated airflow, not a guarantee for a sealed, stagnant installation. IP20 is also a limited ingress-protection rating; assess the cabinet and surrounding environment for dust, moisture and other hazards the computer itself is not rated to withstand.

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The datasheet lists operating shock and vibration ratings, but a rating should be matched to the actual mounting, transport and machine conditions. Verify the current datasheet values and any installation requirements for the selected model rather than assuming that an industrial designation covers every environment.

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How to evaluate a UNO-258 configuration

  1. Define the workload. Specify the applications, AI models, expected data rates and response-time requirements. Choose between the listed Core Ultra 7 358H and Core Ultra 5 325 configurations based on validated workload needs, not the model name alone.
  2. Size memory and storage. Estimate application and data requirements, then confirm the installed DDR5 capacity and the M.2 arrangement. Ask whether the shared expansion position constrains a desired storage or wireless option.
  3. Map every required connection. Record Ethernet count and speed, serial standard, CAN, GPIO, USB and display needs. Confirm whether each interface is present on the regional SKU and whether any serial or digital I/O must be isolated.
  4. Check network timing and software. Establish whether TCC or TSN is required, and verify compatibility across the operating system, drivers, network infrastructure and control software. Confirm the supported Windows 11 LTSC or Ubuntu 24.04 setup for the intended deployment.
  5. Validate installation conditions. Check 12–24 VDC availability, airflow needed to meet the specified temperature range, IP20 suitability, mounting clearance and shock or vibration demands.
  6. Confirm the orderable unit. Request the exact SKU and current configuration details, including operating-system choice, I/O board, memory, storage, wireless options and mounting accessories. Compatibility of individual expansion modules and accessories is not established by the product overview alone.
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Availability and specification changes

Advantech’s product page provides routes to online purchase and a sales quotation, but the available official information does not establish price, stock, delivery terms, or a particular Amazon listing. Check the current regional product page or request a quotation for the exact configuration.

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  • Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
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Advantech’s datasheet cautions: “All product specifications are subject to change without notice.” Before ordering, compare the current datasheet with the quoted SKU and confirm regional availability and compatibility directly with Advantech or the seller.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

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