Running models on your own machine has clear privacy and cost advantages, and limits worth knowing before you start. We measure it on real hardware.
Local AIAnalysis
Qwen3.6, Devstral, gpt-oss and Muse vs Claude for coding: SWE-bench results, the hardware you need, and the math in euros for local versus the API.
Local AICase study
We tested six models (Qwen3.5, Gemma 4, Ministral 3, Llama 3.2) with llama.cpp on a 3-vCPU VPS with no GPU: real speed, quality and what they're good for.
Local AIComparison
Which local AI model to pick for your RAM, GPU or Mac: Qwen3.5 and 3.6, Gemma 4, gpt-oss, Mistral and Muse, with memory needs, speed and license.
Local AIComparison
We compare Ollama, llama.cpp, and LM Studio, plus when to move to vLLM or Open WebUI: setup, API, licenses, performance, and what to pick for your use case.
