What 117 real local-LLM rigs tell us about tok/s per euro in 2026

"Which GPU should I buy for local LLMs?" usually gets answered with spec sheets. I wanted an answer from measured numbers, so I took the open RigBase dataset (117 home AI builds, 298 measured results,