GPUs & AI accelerators for businesses
Compute cards that accelerate training and inference in workstations and servers.
The hardware advisor asks about your goal, size and budget and suggests matching hardware and software. Requests are free and without obligation.
About the category
What it is and what it is for
GPUs and specialised AI accelerators handle the compute-heavy parts of AI: training models and answering requests. They come as plug-in cards for workstations and servers or as modules for data-centre systems. Besides NVIDIA, AMD, Intel and specialised makers also offer accelerators with their own software.
Typical uses in business
- Upgrading existing workstations or servers for local language models.
- Training and fine-tuning models on your own data.
- Rendering, simulation and image or video generation.
- High-load inference in the data centre.
What businesses should check before buying
- Memory capacity and bandwidth — they limit model size and speed.
- Software support: CUDA, ROCm or the maker’s own stack.
- Form factor, power draw and cooling to fit the chassis.
- Availability, export rules and warranty via the dealer.
Integration & effortEffort: medium
Installation is quick if power supply, space and cooling are sufficient. The effort lies in drivers, frameworks and whether your software supports the accelerator — check this beforehand for cards from makers other than NVIDIA. Data-centre modules require matching servers.
In the catalogue
GPUs & AI accelerators: 9 products at a glance
Details according to the manufacturers. Order: products with a guide price first, then by name. Partners get no preference.
| Product | Manufacturer | Country | Guide price |
|---|---|---|---|
| Blackhole p100aTenstorrent PCIe AI accelerator card with an open software stack, an entry point for local inference and development. | Tenstorrent | Canada | from approx. €890 |
| Blackhole p150a (PCIe, active cooling)Tenstorrent PCIe AI accelerator card with active cooling and an open software stack for local inference and development. | Tenstorrent | Canada | from approx. €1,300 |
| AMD Instinct MI355X (288 GB HBM3E)AMD data-centre accelerator with 288 GB HBM3E for training and inference of large AI models. | Advanced Micro Devices (AMD) | United States | on request |
| AMD Radeon AI PRO R9700 (32 GB)AMD workstation graphics card with 32 GB memory for local AI inference and development at the desk. | Advanced Micro Devices (AMD) | United States | on request |
| d-Matrix Corsair AI inference platform (in-memory compute)d-Matrix AI inference platform with in-memory compute for low-latency workloads such as AI agents. | d-Matrix | United States | on request |
| Furiosa RNGD PCIe cardPower-efficient PCIe inference card from FuriosaAI for use in standard air-cooled servers. | FuriosaAI | South Korea | on request |
| Intel Gaudi 3 AI Accelerator (PCIe HL-338 / OAM HL-325L)Intel AI accelerator as PCIe card or OAM module for training and inference, for example in LLM and RAG workloads. | Intel Corporation | United States | on request |
| Jotunn8 data-center AI inference acceleratorEuropean-designed AI inference accelerator from VSORA for data centres. | VSORA | France | on request |
| RTX PRO 6000 Blackwell Workstation EditionNVIDIA Blackwell-based professional workstation GPU for AI development, inference, simulation and visualisation. | NVIDIA Corporation | United States | on request |
Guide prices: non-binding, rounded, excl. VAT, shipping and duties. Listed does not mean partner.
Software that fits
- NVIDIA CUDA Toolkit (opens in a new tab)FreeLow-level tools and libraries on which most AI software for NVIDIA GPUs is built.
- AMD ROCm (opens in a new tab)Open sourceOpen software platform for AI and compute workloads on AMD GPUs.
- PyTorch (opens in a new tab)Open source · BSD-3-ClauseWidely used framework for developing, training and running models.
- vLLM (opens in a new tab)Open source · Apache-2.0Inference server that handles many concurrent requests on GPU hardware.
- llama.cpp (opens in a new tab)Open source · MITLean runtime for language models on CPUs and many GPU types.
Licence details without guarantee — the project’s own licence is authoritative. We can set up and integrate it for you at a fixed price.
Research
Related reports
FAQ
Questions about GPUs & AI accelerators
- How much do products in “GPUs & AI accelerators” cost?
- 2 of the 9 products in this category in the OROBO catalogue have a public guide price: approx. €890 to €1,300. These are rounded entry prices according to the manufacturers, excluding VAT, shipping and duties. The others are available on request only. Only the seller’s quote is binding.
- Which manufacturers does OROBO list for “GPUs & AI accelerators”?
- In this category OROBO lists 7 manufacturers from 4 countries: United States (4), Canada (1), France (1), South Korea (1). In the catalogue: Advanced Micro Devices (AMD), d-Matrix, FuriosaAI, Intel Corporation, NVIDIA Corporation, Tenstorrent, VSORA. OROBO currently has no partner agreement with any of these manufacturers — listed does not mean partner.
- Does OROBO sell these products itself?
- No. OROBO brokers and does not sell anything itself. We check your need and intended use, screen buyer and seller against the EU and US sanctions lists and obtain the quote from the manufacturer or its dealer. Contract, payment, delivery and warranty run directly between you and the seller. Brokering is free for you; for now we broker for buyers in the EU, the EEA, Switzerland and the United Kingdom.
- What does OROBO need for a request?
- Quantity, goal and timing — and a budget if you know it. The hardware advisor helps you find the right class of hardware in a few steps. Requests are free and without obligation; your contact details only go to the seller with your consent.
- Do export rules apply?
- Export rules may apply to products from all 7 manufacturers in this category. Before every referral we screen buyer and seller against the EU and US sanctions lists and ask about the intended use; export licences are the seller’s responsibility.
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Not sure what fits?
The hardware advisor asks about your goal, size and budget and suggests matching hardware and software. We then obtain the quotes for you — free of charge.
Product details and prices come from manufacturers’ public information (as of 3 Nov 2026, foreign currencies converted at the ECB rate). Prices are non-binding, rounded guide values excluding VAT, shipping and duties; only the seller’s quote is binding. Category texts are general information and do not replace a case-by-case assessment.