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We Tested Qwen3.8 27B: How Much GPU and VRAM Do You Really Need?

We Tested Qwen3.8 27B: How Much GPU and VRAM Do You Really Need?

Qwen3.8 27B is another model in the 27B class that looks particularly interesting for local inference. We wanted to find…

Latest LLM Hardware News

Aug. 26, 2026

Xiaomi AI Cube Targets Local LLMs With 1.22 TB/s Near-Memory Bandwidth

Xiaomi has shown a prototype AI workstation called the Xiaomi AI Cube, a compact 150W system that combines three of the company’s XRING processors in one machine. For local LLM…
Mar. 26, 2026

New Intel B70 GPU for local LLM: first benchmarks and RTX 3090 comparison

Intel is entering the local LLM space more seriously with the Arc B70, a 32 GB VRAM GPU aimed directly at inference workloads. The card is expected to release on…
Mar. 11, 2026

Apple M5 Max for Local LLMs: First Benchmarks vs RTX Pro 6000 and RTX 5090

Early benchmarks for the Apple M5 Max are starting to appear. Reddit user cryingneko recently posted the first local LLM tests on a 14-inch MacBook Pro with the M5 Max,…

Hardware for Local LLMs

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Muse Glimmer 30B Hardware Requirements and Benchmark Results

Muse Glimmer 30B Hardware Requirements and Benchmark Results

Is the 48 GB Mac Mini M4 Pro Good for Local LLMs?

Is the 48 GB Mac Mini M4 Pro Good for Local LLMs?

What hardware you need for MiniMax-M2.7 230B (A10B) in 4-bit

What hardware you need for MiniMax-M2.7 230B (A10B) in 4-bit

What GPU for Running OpenClaw Locally

What GPU for Running OpenClaw Locally

LLM hardware benchmarks

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We Tested GLM-4.7 Flash 30B MoE — Here’s the GPU You Actually Need

We Tested GLM-4.7 Flash 30B MoE — Here’s the GPU You Actually Need

We Tested Devstral 2 (24B & 123B) — Here’s the Hardware You Actually Need

We Tested Devstral 2 (24B & 123B) — Here’s the Hardware You Actually Need

GPT-OSS 120B: Offloading MoE Layers to CPU Boosts RTX 3090 and 5090 Performance

GPT-OSS 120B: Offloading MoE Layers to CPU Boosts RTX 3090 and 5090 Performance

The Definitive GPU Ranking for LLMs: Token Generation & Prompt Processing Performance

The Definitive GPU Ranking for LLMs: Token Generation & Prompt Processing Performance

Everything about OptiPlex

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Best Dedicated GPU for Dell OptiPlex

Best Dedicated GPU for Dell OptiPlex

 How to upgrade OptiPlex for gaming

How to upgrade OptiPlex for gaming

 Search for OptiPlex model specification

Search for OptiPlex model specification

 Dell OptiPlex Models by Year

Dell OptiPlex Models by Year (1996-2024)

Hardware guides

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Pro Max vs. Pro vs. Tower: Dell’s 2025 Desktop Lineup Explained

Pro Max vs. Pro vs. Tower: Dell’s 2025 Desktop Lineup Explained

GPT-OSS 120B: Offloading MoE Layers to CPU Boosts RTX 3090 and 5090 Performance

GPT-OSS 120B: Offloading MoE Layers to CPU Boosts RTX 3090 and 5090 Performance

Testing GPT-OSS 120B on RTX Pro 6000 Blackwell: What 96GB of VRAM Gets You

Testing GPT-OSS 120B on RTX Pro 6000 Blackwell: What 96GB of VRAM Gets You

I Tested gpt-oss 20B on an RTX 3090 – Here’s How Fast It Runs Locally

I Tested gpt-oss 20B on an RTX 3090 – Here’s How Fast It Runs Locally

How to run LLMs locally

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Qwen3 Coder Next 80B A3B: what it takes to run it locally

Qwen3 Coder Next 80B A3B: what it takes to run it locally

How Multi-Token Prediction Makes Local LLMs Faster – Without Extra VRAM.

How Multi-Token Prediction Makes Local LLMs Faster – Without Extra VRAM.

I optimized my Strix Halo for local LLMs: Here are the benchmarks and findings.

I optimized my Strix Halo for local LLMs: Here are the benchmarks and findings.

Speculative Decoding Explained: Faster Inference Without Quality Loss

Speculative Decoding Explained: Faster Inference Without Quality Loss