Practical Advice on Local Inference and Cloud LLMs - August 2026

The short version of two weeks spent measuring local and cloud inference: what a 128 GB MacBook is actually good for, why Vercel's AI Gateway is currently winning my DeepSeek workloads over DeepSeek's own API, which work goes to which model, and the one pricing number to check before comparing any providers.