Model scale is known, serving economics are not
Separate official data from numbers that have not been published
Known
2.8T total parameters
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MXFP4 weights, MXFP8 activations
Vendor recommends a 64+ accelerator supernode
1-million-token context window
$0.30 / $3 / $15 per MTok pricing
KDA prefill cache and Mooncake
Unknown
Active parameter count per token
Moonshot accelerator count
Utilization and queue metrics
Serving cost per task
Actual context-length distribution
Capacity expansion timing and scale
Minimum hardware after quantization
Without the right column, precise-looking GPU, VRAM, or margin calculations are misleading.