everyone asks which local AI model is 'best.' wrong question — your VRAM already picked it

Llama 4 Scout, Qwen3.6-27B, GPT-OSS-20B, Phi-4-14B — four totally different 'best' models, and which one is yours comes down to a single number: how…

Aliteq
Lena Fischer · AI & Local Compute Editor

Why a 27B dense model can beat a 397B MoE model

Qwen3.6-27B, a dense model released April 22, beats its own previous-generation flagship — Qwen3.5-397B-A17B, a mixture-of-experts model with fourteen times the total parameters — on SWE-bench…

Ollama v0.32.0 just changed the practical math too

Ollama's July 11 update ships flash attention support for older Nvidia GPUs (not just current-gen), iGPU vision offload, and close to 90% faster Gemma 4 token generation on Apple Silicon via…

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everyone asks which local AI model is 'best.' wrong question — your VRAM already picked it

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