Qwen3.8 Max memory calculator

Offline Kingy.ai calculator for Qwen3.8-2.4T-A95B. It separates theoretical weight storage from practical deployment headroom.

Total stored parameters (billions) Average bits per stored weight Practical headroom above weights

Theoretical weights

Planning capacity with headroom

Reference pool	Raw capacity
128GB workstation	128GB
4 × GB300 compute tray	1,152GB HBM3E
8 × GB300 server	2,304GB HBM3E
16 × GB300 / four trays	4,608GB HBM3E

This calculator does not predict speed or quality. MoE activation affects compute per token, not the number of expert weights that must be stored. Current manifests and methodology are in the accompanying evidence pack.