All Reviews

AI Hardware

39 products reviewed for LLM inference & Stable Diffusion

39

Total Reviews

16 GB

Max VRAM tracked

70B

Largest model run

Acer
Acer Aspire 16 AI
Acer Aspire 16 AI
4.2/5

Acer Aspire 16 AI

The Acer Aspire 16 AI is the best budget Copilot+ PC — Snapdragon X X1-26-100, 45 TOPS NPU, 16GB LPDDR5X, 16" WUXGA 120Hz touch, Wi-Fi 7, at under $700. Most affordable on-device AI laptop available.

MEMORY16 GB
NPU45 TOPS
Apple
Apple Mac Mini (M4 Pro, 2024)
Apple Mac Mini (M4 Pro, 2024)
4.8/5

Apple Mac Mini (M4 Pro, 2024)

The Apple Mac Mini M4 Pro is the best compact AI workstation for local LLM inference in 2026. With up to 64GB of unified memory accessible at 273GB/s and a 14-core CPU, it can run 70B parameter models quantized to 4-bit with no external GPU required.

MEMORY24 GB
BANDWIDTH273 GB/s
TDP30W
MAX MODEL70B (Q4 quantized)
Llama 3 7B Q465tok/s
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Apple
Apple Mac Mini (M4, 2024)
Apple Mac Mini (M4, 2024)
4.7/5

Apple Mac Mini (M4, 2024)

The Apple Mac Mini M4 is the most affordable path to Apple Silicon AI inference in 2026. With 16GB of unified memory at 120 GB/s bandwidth and a 10-core CPU, it runs 7B models at 40–60 tokens/second via Ollama — faster than any competing mini PC at the same price.

MEMORY16 GB
BANDWIDTH120 GB/s
TDP20W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q442tok/s
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ASUS
ASUS Dual GeForce RTX 5060 Ti OC 16GB GDDR7
ASUS Dual GeForce RTX 5060 Ti OC 16GB GDDR7
4.4/5

ASUS Dual GeForce RTX 5060 Ti OC 16GB GDDR7

The ASUS Dual RTX 5060 Ti 16GB brings Blackwell architecture and 16GB GDDR7 to the entry-level discrete GPU tier — the only way to get 16GB VRAM at this price point in 2026. For local AI builders who need 13B model headroom on a tight budget, it runs SDXL and quantized LLMs fully in VRAM while staying under 180W.

VRAM16 GB
BANDWIDTH448 GB/s
TDP180W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q478tok/s
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ASUS
ASUS Prime GeForce RTX 5070 SFF-Ready 12GB
ASUS Prime GeForce RTX 5070 SFF-Ready 12GB
4.5/5

ASUS Prime GeForce RTX 5070 SFF-Ready 12GB

The ASUS Prime RTX 5070 SFF-Ready is a 2.5-slot Blackwell GPU built for compact Mini-ITX builds. With 12GB GDDR7 at 672 GB/s and triple Axial-tech fans with a phase-change thermal pad, it delivers full RTX 5070 performance in the smallest possible footprint — ideal for building a custom compact AI workstation.

VRAM12 GB
BANDWIDTH672 GB/s
TDP150W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q4112tok/s
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ASUS
ASUS Zenbook S14 (2025)
ASUS Zenbook S14 (2025)
4.4/5

ASUS Zenbook S14 (2025)

The ASUS Zenbook S14 is the best Intel Copilot+ laptop — Intel Core Ultra 7 Series 2, 47 TOPS NPU, 32GB RAM, 3K OLED 120Hz touch display, and Thunderbolt 4. Best-in-class display with the most RAM of any NPU laptop in this roundup.

MEMORY32 GB
NPU47 TOPS
GEEKOM
GEEKOM AI A7 MAX Mini PC (Ryzen 9 7940HS, 16GB DDR5)
GEEKOM AI A7 MAX Mini PC (Ryzen 9 7940HS, 16GB DDR5)
4.3/5

GEEKOM AI A7 MAX Mini PC (Ryzen 9 7940HS, 16GB DDR5)

The GEEKOM AI A7 MAX pairs AMD's fastest 8-core Zen 4 laptop chip with Radeon 780M RDNA 3 graphics in a compact mini PC chassis — delivering the best CPU inference speed in the sub-$400 AMD mini PC tier. With 1TB NVMe storage and USB4, it doubles as an always-on home AI server and handles 7B models smoothly via Ollama on Windows.

MEMORY16 GB
BANDWIDTH68 GB/s
TDP45W
MAX MODEL7B (Q4 via CPU)
Llama 3 7B Q414tok/s
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GEEKOM
GEEKOM IT12 Mini PC (Intel i5-12450H)
GEEKOM IT12 Mini PC (Intel i5-12450H)
4.4/5

GEEKOM IT12 Mini PC (Intel i5-12450H)

The GEEKOM IT12 is a business-grade mini PC with Intel Core i5-12450H and Intel Iris Xe Graphics, running local 7B–13B LLMs via Ollama. With 16GB DDR4, a 3-year warranty, and WiFi 6E, it is one of the best-built compact AI inference machines under $400 in 2026.

MEMORY16 GB
BANDWIDTH51 GB/s
TDP45W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q412tok/s
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GIGABYTE
GIGABYTE GeForce RTX 5070 WINDFORCE OC 12G
GIGABYTE GeForce RTX 5070 WINDFORCE OC 12G
4.4/5

GIGABYTE GeForce RTX 5070 WINDFORCE OC 12G

The GIGABYTE RTX 5070 WINDFORCE OC 12G brings NVIDIA Blackwell architecture and 5th-Gen Tensor Cores to the mid-range market. With 12GB GDDR7 at 672 GB/s, it excels at Stable Diffusion, ComfyUI, and quantized 7B–13B LLM inference — cooled by GIGABYTE's server-grade thermal gel WINDFORCE system.

VRAM12 GB
BANDWIDTH672 GB/s
TDP150W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q4118tok/s
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GIGABYTE
GIGABYTE Radeon RX 9060 XT GAMING OC 16G
GIGABYTE Radeon RX 9060 XT GAMING OC 16G
4.2/5

GIGABYTE Radeon RX 9060 XT GAMING OC 16G

The GIGABYTE RX 9060 XT GAMING OC 16G is the VRAM champion at its price tier. Powered by AMD RDNA 4 with 16GB GDDR6, it runs 13B+ LLMs comfortably where 12GB NVIDIA cards hit their ceiling. The WINDFORCE cooling with graphene nano lubricant handles sustained AI workloads — if you can navigate AMD's ROCm ecosystem.

VRAM16 GB
BANDWIDTH288 GB/s
TDP150W
MAX MODEL14B (Q4) / 13B (Q8)
Llama 3 7B Q488tok/s
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GMKtec
GMKtec M6 Ultra Mini PC (Ryzen 7 7640HS, 32GB DDR5)
GMKtec M6 Ultra Mini PC (Ryzen 7 7640HS, 32GB DDR5)
4.2/5

GMKtec M6 Ultra Mini PC (Ryzen 7 7640HS, 32GB DDR5)

The GMKtec M6 Ultra pairs AMD's Ryzen 7 7640HS (Zen 4, Phoenix) with 32GB DDR5 and a Radeon 780M RDNA 3 iGPU — making it the fastest AMD iGPU mini PC for local AI in 2026. Triple 4K display output, USB4, dual 2.5GbE, and a compact footprint round out a capable always-on AI server at a fraction of Apple Silicon prices.

MEMORY32 GB
BANDWIDTH68 GB/s
TDP45W
MAX MODEL14B (Q4 via CPU)
Llama 3 7B Q412tok/s
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GMKtec
GMKtec NucBox M5 Pro Mini PC
GMKtec NucBox M5 Pro Mini PC
4.3/5

GMKtec NucBox M5 Pro Mini PC

The GMKtec NucBox M5 Pro is the best budget entry point for local AI inference in 2026. Powered by an AMD Ryzen 9 processor with Radeon 780M integrated graphics, it runs 7B models via Ollama and supports Windows 11 with full CUDA-compatible tooling via ROCm.

MEMORY32 GB
BANDWIDTH51 GB/s
TDP45W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q411tok/s
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KAMRUI
KAMRUI Hyper H2 Mini PC (Intel Core 14450HX)
KAMRUI Hyper H2 Mini PC (Intel Core 14450HX)
4.3/5

KAMRUI Hyper H2 Mini PC (Intel Core 14450HX)

The KAMRUI Hyper H2 is the most powerful Intel mini PC in its price range, powered by the 10-core Intel Core 14450HX running up to 4.8GHz. With 16GB DDR4 and 512GB PCIe 4.0 storage, it handles 7B–13B local LLMs via Ollama and is one of the fastest CPU-only mini PCs for AI inference available in 2026.

MEMORY16 GB
BANDWIDTH51 GB/s
TDP55W
MAX MODEL13B (Q4 quantized)
Llama 3 7B Q410tok/s
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MSI
MSI GeForce RTX 4070 Ti Super 16G Ventus 3X OC
MSI GeForce RTX 4070 Ti Super 16G Ventus 3X OC
4.5/5

MSI GeForce RTX 4070 Ti Super 16G Ventus 3X OC

The MSI RTX 4070 Ti Super Ventus 3X OC pairs Ada Lovelace architecture with 16GB GDDR6X at 672 GB/s — the same memory bandwidth as the newer RTX 5070, but with 4GB more VRAM at a lower price point. For local AI builders who need 13B Q8 headroom without paying for Blackwell, this is the value pick in the 16GB GPU tier.

VRAM16 GB
BANDWIDTH672 GB/s
TDP285W
MAX MODEL13B (Q8 quantized)
Llama 3 7B Q4105tok/s
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MSI
MSI GeForce RTX 4090 24GB GAMING X TRIO
MSI GeForce RTX 4090 24GB GAMING X TRIO
4.7/5

MSI GeForce RTX 4090 24GB GAMING X TRIO

The MSI RTX 4090 is the previous-generation flagship — and still the most capable GPU for local LLM inference at 24GB GDDR6X and 1008 GB/s bandwidth. With 24GB VRAM, it runs 32B models at Q4 quantization fully in GPU memory, making it the only consumer GPU under $2000 with a clear path to larger models without CPU offloading.

VRAM24 GB
BANDWIDTH1008 GB/s
TDP450W
MAX MODEL32B (Q4 quantized)
Llama 3 7B Q4128tok/s
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MSI
MSI GeForce RTX 5080 16G Gaming Trio OC
MSI GeForce RTX 5080 16G Gaming Trio OC
4.6/5

MSI GeForce RTX 5080 16G Gaming Trio OC

The MSI RTX 5080 Gaming Trio OC is NVIDIA's near-flagship Blackwell GPU, delivering 960 GB/s GDDR7 bandwidth with 16GB VRAM — fast enough to run 13B models at full Q8 precision and generate FLUX.1 images in under 2 seconds. The TRI FROZR 4 cooler keeps thermals flat during sustained AI inference without the size or power draw of the RTX 5090.

VRAM16 GB
BANDWIDTH960 GB/s
TDP360W
MAX MODEL13B (full Q8)
Llama 3 7B Q4155tok/s
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Noctua
Noctua NH-D15 Premium CPU Cooler
Noctua NH-D15 Premium CPU Cooler
4.8/5

Noctua NH-D15 Premium CPU Cooler

The Noctua NH-D15 is the benchmark air cooler for AI PC builders — its dual NF-A15 140mm fans and twin-tower heatsink dissipate 250W+ of sustained CPU load silently, making it the right choice for Ryzen 9 or Core i9 systems running continuous LLM inference where fan noise and cooling headroom matter.

TDP250W
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