Open-weight models you can host yourself run a gauntlet of emotionally-loaded
conversations, and a frontier model judges how human each one reads. Speed rides
along — warmth is the quantity on trial.
Scored by claude-sonnet-5 under a frozen prompt.
Loading the warmth axis…
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The ladder
Click any column to sort. Each row is a serving configuration — a model at one quantization and backend.
▸ Why each row is a serving configuration
The same model at a different quantization or backend is a distinct entry, because quantization changes how a model behaves. Each row links to that configuration's full trial record.
coolerwarmer / more human— ability cells are a thermal readout, normalized per column