Index Points Per Blended Dollar: Where Kimi K3.1 Pro Ranks Under Three Different Token Mixes
The most quoted deal metric in this market is index points per dollar, and it is almost always computed at a 3:1 input-to-output ratio, because that is the ratio the evaluator publishes. Nobody’s traffic is exactly 3:1. Change the ratio and the ranking changes — sometimes by five places — and the model you should…