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Featured Articles

What Hardware for Gemma 4 26B and 31B LLM Local Use

What Hardware for Gemma 4 26B and 31B LLM Local Use

The new Gemma 4 models from Google DeepMind have landed, and for local LLM users this is one of the…

Latest LLM Hardware News

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,…

Mar. 5, 2026

Local LLM Hardware Deal: 48GB Blackwell GPU Workstation Priced Near GPU Cost

A new workstation configuration is currently available that may interest local LLM users looking for large VRAM at a relatively low price. The Lenovo ThinkStation P3 Tower Gen 2 can…

Hardware for Local LLMs

See posts

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

Best LLM for MacBook Pro with M5 Max and 32GB

Best LLM for MacBook Pro with M5 Max and 32GB

Best Laptop for Running OpenClaw AI Agent Locally

Best Laptop for Running OpenClaw AI Agent  Locally

LLM hardware benchmarks

See posts

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

See posts
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

See posts

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

See posts

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

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