← Kamiwaza Agentic Performance Index

How much capability fits my box?

#modelKAI armtotal/active Bprecisionweights GB KV GB+overheadVRAM GB headroom

VRAM = weights + KV + 2.5 GB overhead. Weights measured, KV estimated. MoE loads every expert (total), runs like its active size. ctx! = beyond the model’s own maximum context.