The AI Desk Blog
Local AI Hardware
Guides & Analysis
GPU benchmarks, VRAM guides, Ollama setup, Stable Diffusion hardware requirements, and cost comparisons — everything you need to choose and run local AI.
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Best Local AI Hardware Under $500 in 2026 — Tested & Ranked
The best local AI hardware under $500 in 2026 — GPUs, mini PCs, and budget builds for running Ollama, Stable Diffusion, and LLMs locally. Real benchmark data and honest trade-offs.
Best GPU for Local LLM Inference in 2026
Benchmarked comparison of the best GPUs for running LLMs locally in 2026. Real tokens-per-second numbers, VRAM requirements, and a clear winner for every budget.
Best Mini PC for Running Ollama Locally in 2026
Tested mini PCs for Ollama in 2026. Real tokens-per-second benchmarks for Llama 3, Mistral, and DeepSeek on Mac Mini M4, GMKtec, Kamrui, and Geekom hardware.
How Much VRAM Do You Need to Run AI Locally?
A practical VRAM guide for local AI in 2026 — exact memory requirements for 7B, 13B, 34B, and 70B LLMs plus Stable Diffusion, FLUX, and multimodal models.
Local AI vs Cloud AI: Is Running AI at Home Cheaper?
Break-even analysis comparing local AI hardware costs vs ChatGPT Plus, Claude Pro, and API usage in 2026. At what point does buying your own hardware pay off?
All Articles
23 articlesGEEKOM IT12 Ollama Performance Review
GEEKOM IT12 Ollama performance review with Intel i5-12450H benchmarks. Real tokens/second on 7B and 13B models vs AMD alternatives in 2026.
GEEKOM A6 vs Mac Mini M4: Which Mini PC Wins for Local AI?
GEEKOM A6 vs Mac Mini M4 for local AI compared: tokens/second, model support, power draw, and ecosystem trade-offs. Real benchmarks, clear winner.
GEEKOM A6 Mini PC AI Review: 32GB DDR5 for Local LLMs
GEEKOM A6 Mini PC AI review: Ryzen 7 6800H benchmarks for LLMs, 32GB DDR5 performance, USB4 eGPU potential, and how it compares to Mac Mini M4.
Best Mac Mini for Llama 3 70B
Which Mac Mini can actually run Llama 3 70B locally? We compare M4 vs M4 Pro unified memory, real inference speeds, and minimum requirements.
Mac Mini M4 Pro Ollama Benchmarks: Complete Results
Mac Mini M4 Pro Ollama benchmark results: tokens/second for Llama 3 8B/70B, Qwen2.5, Mistral, Phi-3. Real test data with methodology.
Mac Mini M4 Pro vs M4: Stable Diffusion Head-to-Head
Mac Mini M4 Pro vs M4 Stable Diffusion comparison: GPU cores, memory bandwidth, real generation speeds for SD 1.5, SDXL & FLUX.1. Which to buy in 2026.
Mac Mini M4 Pro: The Silent 70B LLM Powerhouse
Apple Mac Mini M4 Pro for local LLM review: 273 GB/s unified memory, 70B model support, Ollama benchmarks, and value vs x86 alternatives in 2026.
Apple Silicon vs NVIDIA: Which Wins for Local AI in 2026?
Apple Silicon vs NVIDIA for local AI 2026: We compare M4 Pro unified memory against RTX 5070 GDDR7 for LLM inference and Stable Diffusion performance.
Best AI PC Under $1000 (2026)
Find the best AI PC under $1000 in 2026. We compare builds and mini PCs that run 70B LLMs, Stable Diffusion, and local inference at home.
Run Stable Diffusion Locally in 2026
Learn how to run Stable Diffusion locally in 2026 using ComfyUI or Automatic1111 on GPU, Mac, or mini PC. SDXL and FLUX setup with real hardware benchmarks.
Best GPU for Stable Diffusion & FLUX.1 in 2026 — Benchmarked
The best GPUs for Stable Diffusion, SDXL, and FLUX.1 in 2026, benchmarked on real hardware. RTX 5070 vs RX 9060 XT vs RTX 5070 SFF — seconds per image, VRAM requirements, and ComfyUI compatibility compared.
How to Install Ollama and Run Local LLMs — Full Setup Guide (2026)
Step-by-step guide to installing Ollama on Mac, Windows, and Linux. How to download and run Llama 3, DeepSeek R1, and Mistral locally with GPU acceleration. Includes API setup and Open WebUI integration.
Llama 3.1 vs DeepSeek R1: Which Local LLM Wins in 2026?
Llama 3.1 vs DeepSeek R1 compared for local AI use — reasoning quality, hardware requirements, speed, and use cases. Which model should you run locally in 2026?
Mac Mini M4 Pro AI Benchmarks: LLM Speed, Stable Diffusion & Local AI Performance
Real-world AI benchmarks for the Mac Mini M4 Pro in 2026 — tokens per second on Llama 3, DeepSeek, and Mistral, plus Stable Diffusion generation times and power draw.
Ollama vs LM Studio vs Jan: Which Local AI App Should You Use?
Comparison of the three best local LLM interfaces in 2026 — Ollama, LM Studio, and Jan. Features, performance, ease of use, and which one fits your workflow.
Running DeepSeek R1 Locally: Which Hardware Can Handle It?
DeepSeek R1 hardware requirements for local inference. Which GPU or mini PC can run the 7B, 14B, 32B, and 671B variants — with real performance numbers.
Run Llama 3 Locally: Hardware Requirements and Setup Guide
Complete hardware guide for running Llama 3.1 8B, 13B, and 70B locally in 2026. Minimum specs, recommended hardware, and step-by-step Ollama setup.
Stable Diffusion Hardware Requirements: GPU, VRAM & CPU Guide (2026)
Exact GPU and VRAM requirements for Stable Diffusion 1.5, SDXL, FLUX.1, and SD 3.5 in 2026. Minimum specs, recommended hardware, and which GPUs handle each model.
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